huggingface/paper-central-data-2 · Datasets at Hugging Face

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Conference	https://openreview.net/forum?id=NBMIsOS6B7	spotlight	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Alternation makes the adversary weaker in two-player games	[ "Volkan Cevher", "Ashok Cutkosky", "Ali Kavis", "Georgios Piliouras", "Stratis Skoulakis", "Luca Viano" ]
Conference	https://openreview.net/forum?id=N7tw0QXx3z	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	SLaM: Student-Label Mixing for Distillation with Unlabeled Examples	[ "Vasilis Kontonis", "Fotis Iliopoulos", "Khoa Trinh", "Cenk Baykal", "Gaurav Menghani", "Erik Vee" ]
Conference	https://openreview.net/forum?id=N6FhEMnxCU	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Label Robust and Differentially Private Linear Regression: Computational and Statistical Efficiency	[ "Xiyang Liu", "Prateek Jain", "Weihao Kong", "Sewoong Oh", "Arun Suggala" ]
Conference	https://openreview.net/forum?id=N56hAiQvot	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	PackQViT: Faster Sub-8-bit Vision Transformers via Full and Packed Quantization on the Mobile	[ "Peiyan Dong", "LEI LU", "Chao Wu", "Cheng Lyu", "Geng Yuan", "Hao Tang", "Yanzhi Wang" ]
Conference	https://openreview.net/forum?id=N0KwVdaaaJ	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Theoretical Analysis of the Inductive Biases in Deep Convolutional Networks	[ "Zihao Wang", "Lei Wu" ]
Conference	https://openreview.net/forum?id=MvCq52yt9Y	spotlight	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective	[ "Yifei Zhang", "Hao Zhu", "yankai Chen", "Zixing Song", "Piotr Koniusz", "Irwin King" ]
Conference	https://openreview.net/forum?id=Mv96iC6TMX	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Near-Linear Time Algorithm for the Chamfer Distance	[ "Ainesh Bakshi", "Piotr Indyk", "Rajesh Jayaram", "Sandeep Silwal", "Erik Waingarten" ]
Conference	https://openreview.net/forum?id=Murj6wcjRw	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	An Efficient Dataset Condensation Plugin and Its Application to Continual Learning	[ "Enneng Yang", "Li Shen", "Zhenyi Wang", "Tongliang Liu", "Guibing Guo" ]
Conference	https://openreview.net/forum?id=Mr4OpbZEiB	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Task-Robust Pre-Training for Worst-Case Downstream Adaptation	[ "Jianghui Wang", "Yang Chen", "Xingyu Xie", "Cong Fang", "Zhouchen Lin" ]
Conference	https://openreview.net/forum?id=MmCtXvW6GO	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Trade-off Between Efficiency and Consistency for Removal-based Explanations	[ "Yifan Zhang", "Haowei He", "Zhiquan Tan", "Yang Yuan" ]
Conference	https://openreview.net/forum?id=Mlo2kM11ZB	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Birder: Communication-Efficient 1-bit Adaptive Optimizer for Practical Distributed DNN Training	[ "Hanyang Peng", "Shuang Qin", "Yue Yu", "Jin Wang", "Hui Wang", "Ge Li" ]
Conference	https://openreview.net/forum?id=MljeRycu9s	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Diverse Conventions for Human-AI Collaboration	[ "Bidipta Sarkar", "Andy Shih", "Dorsa Sadigh" ]
Conference	https://openreview.net/forum?id=MirclT6zpv	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization	[ "Wenzhi Gao", "Qi Deng" ]
Conference	https://openreview.net/forum?id=MbwVNEx9KS	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Energy Transformer	[ "Benjamin Hoover", "Yuchen Liang", "Bao Pham", "Rameswar Panda", "Hendrik Strobelt", "Duen Horng Chau", "Mohammed J Zaki", "Dmitry Krotov" ]
Conference	https://openreview.net/forum?id=MWxsYPVmLS	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Explainable and Efficient Randomized Voting Rules	[ "Soroush Ebadian", "Aris Filos-Ratsikas", "Mohamad Latifian", "Nisarg Shah" ]
Conference	https://openreview.net/forum?id=MWp3SwoHmH	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	MCUFormer: Deploying Vision Tranformers on Microcontrollers with Limited Memory	[ "Yinan Liang", "Ziwei Wang", "Xiuwei Xu", "Yansong Tang", "Jie Zhou", "Jiwen Lu" ]
Conference	https://openreview.net/forum?id=MUzdCW2hC6	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Improvements on Uncertainty Quantification for Node Classification via Distance Based Regularization	[ "Russell Alan Hart", "Linlin Yu", "Yifei Lou", "Feng Chen" ]
Conference	https://openreview.net/forum?id=MRiitgpcUy	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	On the Exploration of Local Significant Differences For Two-Sample Test	[ "Zhijian Zhou", "Jie Ni", "Jia-He Yao", "Wei Gao" ]
Conference	https://openreview.net/forum?id=MOAHXRzHhm	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Enhancing Adversarial Robustness via Score-Based Optimization	[ "Boya Zhang", "Weijian Luo", "Zhihua Zhang" ]
Conference	https://openreview.net/forum?id=MLIs5iRq4w	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models	[ "Weijian Luo", "Tianyang Hu", "Shifeng Zhang", "Jiacheng Sun", "Zhenguo Li", "Zhihua Zhang" ]
Conference	https://openreview.net/forum?id=MIYBTjCVjR	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Sequential Preference Ranking for Efficient Reinforcement Learning from Human Feedback	[ "Minyoung Hwang", "Gunmin Lee", "Hogun Kee", "Chan Woo Kim", "Kyungjae Lee", "Songhwai Oh" ]
Conference	https://openreview.net/forum?id=M8CYKLHoEN	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Fast Rank-1 Lattice Targeted Sampling for Black-box Optimization	[ "Yueming Lyu" ]
Conference	https://openreview.net/forum?id=M7r2CO4tJC	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Geometric Algebra Transformer	[ "Johann Brehmer", "Pim De Haan", "Sönke Behrends", "Taco Cohen" ]
Conference	https://openreview.net/forum?id=M7FQpIdo0X	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Enhancing Minority Classes by Mixing: An Adaptative Optimal Transport Approach for Long-tailed Classification	[ "Jintong Gao", "He Zhao", "Zhuo Li", "Dan dan Guo" ]
Conference	https://openreview.net/forum?id=M6OmjAZ4CX	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Language Models can Solve Computer Tasks	[ "Geunwoo Kim", "Pierre Baldi", "Stephen Marcus McAleer" ]
Conference	https://openreview.net/forum?id=M4h1UAxI3b	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	H-nobs: Achieving Certified Fairness and Robustness in Distributed Learning on Heterogeneous Datasets	[ "Guanqiang Zhou", "Ping Xu", "Yue Wang", "Zhi Tian" ]
Conference	https://openreview.net/forum?id=LyAuNoZkGP	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Diffused Redundancy in Pre-trained Representations	[ "Vedant Nanda", "Till Speicher", "John P Dickerson", "Krishna P. Gummadi", "Soheil Feizi", "Adrian Weller" ]
Conference	https://openreview.net/forum?id=LswqtKU9op	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Prompt-augmented Temporal Point Process for Streaming Event Sequence	[ "Siqiao Xue", "Yan Wang", "Zhixuan Chu", "Xiaoming Shi", "Caigao JIANG", "Hongyan Hao", "Gangwei Jiang", "Xiaoyun Feng", "James Y. Zhang", "JUN ZHOU" ]
Conference	https://openreview.net/forum?id=LnZuxp3Tx7	spotlight	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	From Tempered to Benign Overfitting in ReLU Neural Networks	[ "Guy Kornowski", "Gilad Yehudai", "Ohad Shamir" ]
Conference	https://openreview.net/forum?id=LmmjiTwYm0	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding	[ "Nicolas Keriven", "Samuel Vaiter" ]
Conference	https://openreview.net/forum?id=LloZFVwWvj	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Non-autoregressive Machine Translation with Probabilistic Context-free Grammar	[ "Shangtong Gui", "Chenze Shao", "Zhengrui Ma", "Xishan Zhang", "Yunji Chen", "Yang Feng" ]
Conference	https://openreview.net/forum?id=Lkc0KjsDFv	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	CS-Isolate: Extracting Hard Confident Examples by Content and Style Isolation	[ "Yexiong Lin", "Yu Yao", "Xiaolong Shi", "Mingming Gong", "Xu Shen", "Dong Xu", "Tongliang Liu" ]
Conference	https://openreview.net/forum?id=LftAvFt54C	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Hybrid Policy Optimization from Imperfect Demonstrations	[ "Hanlin Yang", "Chao Yu", "peng sun", "Siji Chen" ]
Conference	https://openreview.net/forum?id=LdvVd0bNyO	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	ODE-based Recurrent Model-free Reinforcement Learning for POMDPs	[ "Xuanle Zhao", "Duzhen Zhang", "Liyuan Han", "Tielin Zhang", "Bo XU" ]
Conference	https://openreview.net/forum?id=LaNeRwDrTk	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Residual Q-Learning: Offline and Online Policy Customization without Value	[ "Chenran Li", "Chen Tang", "Haruki Nishimura", "Jean Mercat", "Masayoshi Tomizuka", "Wei Zhan" ]
Conference	https://openreview.net/forum?id=LZ4WgwmrUJ	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	High-dimensional Contextual Bandit Problem without Sparsity	[ "Junpei Komiyama", "Masaaki Imaizumi" ]
Conference	https://openreview.net/forum?id=LWxjWoBTsr	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Large Language Models can Implement Policy Iteration	[ "Ethan Brooks", "Logan A Walls", "Richard Lewis", "Satinder Singh" ]
Conference	https://openreview.net/forum?id=LUT4b9gOtS	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Learning Visual Prior via Generative Pre-Training	[ "Jinheng Xie", "Kai Ye", "Yudong Li", "Yuexiang Li", "Kevin Qinghong Lin", "Yefeng Zheng", "Linlin Shen", "Mike Zheng Shou" ]
Conference	https://openreview.net/forum?id=LROEcjVkv5	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Asymptotically Optimal Quantile Pure Exploration for Infinite-Armed Bandits	[ "Xiao-Yue Gong", "Mark Sellke" ]
Conference	https://openreview.net/forum?id=LMU2RNwdh2	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	An Inverse Scaling Law for CLIP Training	[ "Xianhang Li", "Zeyu Wang", "Cihang Xie" ]
Conference	https://openreview.net/forum?id=LCnjG1IEfm	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Normalization-Equivariant Neural Networks with Application to Image Denoising	[ "Sébastien Herbreteau", "Emmanuel Moebel", "Charles Kervrann" ]
Conference	https://openreview.net/forum?id=LClyG4vZmS	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments	[ "Dairui Wang", "Junyu Cao", "Yan Zhang", "Wei Qi" ]
Conference	https://openreview.net/forum?id=L7Whl9pXd0	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Efficient Batched Algorithm for Contextual Linear Bandits with Large Action Space via Soft Elimination	[ "Osama Hanna", "Lin Yang", "Christina Fragouli" ]
Conference	https://openreview.net/forum?id=Kv8GJkV19S	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Tester-Learners for Halfspaces: Universal Algorithms	[ "Aravind Gollakota", "Adam Klivans", "Konstantinos Stavropoulos", "Arsen Vasilyan" ]
Conference	https://openreview.net/forum?id=KtvPdGb31Z	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents	[ "Zihao Wang", "Shaofei Cai", "Guanzhou Chen", "Anji Liu", "Xiaojian Ma", "Yitao Liang" ]
Conference	https://openreview.net/forum?id=KtHquQuyA5	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	IDRNet: Intervention-Driven Relation Network for Semantic Segmentation	[ "Zhenchao Jin", "Xiaowei Hu", "Lingting Zhu", "Luchuan Song", "Li Yuan", "Lequan Yu" ]
Conference	https://openreview.net/forum?id=KsICioDlYs	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Circuit as Set of Points	[ "Jialv Zou", "Xinggang Wang", "JiaHao Guo", "Wenyu Liu", "Qian Zhang", "Chang Huang" ]
Conference	https://openreview.net/forum?id=Ks0RSFNxPO	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Time-Independent Information-Theoretic Generalization Bounds for SGLD	[ "Futoshi Futami", "Masahiro Fujisawa" ]
Conference	https://openreview.net/forum?id=KoaFh16uOc	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	StyleDrop: Text-to-Image Synthesis of Any Style	[ "Kihyuk Sohn", "Lu Jiang", "Jarred Barber", "Kimin Lee", "Nataniel Ruiz", "Dilip Krishnan", "Huiwen Chang", "Yuanzhen Li", "Irfan Essa", "Michael Rubinstein", "Yuan Hao", "Glenn Entis", "Irina Blok", "Daniel Castro Chin" ]
Conference	https://openreview.net/forum?id=KoFYzuwjCA	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Disentangling Voice and Content with Self-Supervision for Speaker Recognition	[ "Tianchi Liu", "Kong Aik Lee", "Qiongqiong Wang", "Haizhou Li" ]
Conference	https://openreview.net/forum?id=KipjqOPaZ0	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	An Information Theory Perspective on Variance-Invariance-Covariance Regularization	[ "Ravid Shwartz-Ziv", "Randall Balestriero", "Kenji Kawaguchi", "Tim G. J. Rudner", "Yann LeCun" ]
Conference	https://openreview.net/forum?id=KgqucdSwIe	spotlight	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	VoxDet: Voxel Learning for Novel Instance Detection	[ "Bowen Li", "Jiashun Wang", "Yaoyu Hu", "Chen Wang", "Sebastian Scherer" ]
Conference	https://openreview.net/forum?id=KfOUAlraMP	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Wasserstein distributional robustness of neural networks	[ "Xingjian Bai", "Guangyi He", "Yifan Jiang", "Jan Obloj" ]
Conference	https://openreview.net/forum?id=Kd5W4JRsfV	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Layer-Neighbor Sampling — Defusing Neighborhood Explosion in GNNs	[ "Muhammed Fatih Balin", "Umit Catalyurek" ]
Conference	https://openreview.net/forum?id=KbqQMoqfLQ	spotlight	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Blockwise Parallel Transformers for Large Context Models	[ "Hao Liu", "Pieter Abbeel" ]
Conference	https://openreview.net/forum?id=KakzVASqul	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Prediction and Control in Continual Reinforcement Learning	[ "Nishanth Anand", "Doina Precup" ]
Conference	https://openreview.net/forum?id=KYxD9YCQBH	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction	[ "Jia Guo", "shuai lu", "LIze JIa", "Weihang Zhang", "Huiqi Li" ]
Conference	https://openreview.net/forum?id=KTZttLZekH	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	On the Constrained Time-Series Generation Problem	[ "Andrea Coletta", "Sriram Gopalakrishnan", "Daniel Borrajo", "Svitlana Vyetrenko" ]
Conference	https://openreview.net/forum?id=KTRwpWCMsC	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Conformal Prediction for Time Series with Modern Hopfield Networks	[ "Andreas Auer", "Martin Gauch", "Daniel Klotz", "Sepp Hochreiter" ]
Conference	https://openreview.net/forum?id=KRlG7NJUCD	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	DAW: Exploring the Better Weighting Function for Semi-supervised Semantic Segmentation	[ "Rui Sun", "Huayu Mai", "Tianzhu Zhang", "Feng Wu" ]
Conference	https://openreview.net/forum?id=KQyXyIAfK8	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation	[ "Zhuoyan Luo", "Yicheng Xiao", "Yong Liu", "Shuyan Li", "Yitong Wang", "Yansong Tang", "Xiu Li", "Yujiu Yang" ]
Conference	https://openreview.net/forum?id=KQ25VgEvOJ	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments	[ "Thanh-Dat Truong", "Hoang-Quan Nguyen", "Bhiksha Raj", "Khoa Luu" ]
Conference	https://openreview.net/forum?id=KMxRQO7P98	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	One-Pass Distribution Sketch for Measuring Data Heterogeneity in Federated Learning	[ "Zichang Liu", "Zhaozhuo Xu", "Benjamin Coleman", "Anshumali Shrivastava" ]
Conference	https://openreview.net/forum?id=KIPAIy329j	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	SEGA: Instructing Text-to-Image Models using Semantic Guidance	[ "Manuel Brack", "Felix Friedrich", "Dominik Hintersdorf", "Lukas Struppek", "Patrick Schramowski", "Kristian Kersting" ]
Conference	https://openreview.net/forum?id=KFm2lZiI7n	spotlight	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	MeCo: Zero-Shot NAS with One Data and Single Forward Pass via Minimum Eigenvalue of Correlation	[ "Tangyu Jiang", "Haodi Wang", "Rongfang Bie" ]
Conference	https://openreview.net/forum?id=KFj0Q1EXvU	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Multi-Step Generalized Policy Improvement by Leveraging Approximate Models	[ "Lucas Nunes Alegre", "Ana L. C. Bazzan", "Ann Nowe", "Bruno Castro da Silva" ]
Conference	https://openreview.net/forum?id=KF4LCXz8Np	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	On the Generalization Error of Stochastic Mirror Descent for Quadratically-Bounded Losses: an Improved Analysis	[ "Ta Duy Nguyen", "Alina Ene", "Huy Nguyen" ]
Conference	https://openreview.net/forum?id=KBMOKmX2he	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	LIMA: Less Is More for Alignment	[ "Chunting Zhou", "Pengfei Liu", "Puxin Xu", "Srini Iyer", "Jiao Sun", "Yuning Mao", "Xuezhe Ma", "Avia Efrat", "Ping Yu", "LILI YU", "Susan Zhang", "Gargi Ghosh", "Mike Lewis", "Luke Zettlemoyer", "Omer Levy" ]
Conference	https://openreview.net/forum?id=KAlSIL4tXU	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	PromptIR: Prompting for All-in-One Image Restoration	[ "Vaishnav Potlapalli", "Syed Waqas Zamir", "Salman Khan", "Fahad Khan" ]
Conference	https://openreview.net/forum?id=KAWaeKOEkx	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	DropCompute: simple and more robust distributed synchronous training via compute variance reduction	[ "Niv Giladi", "Shahar Gottlieb", "Moran Shkolnik", "Asaf Karnieli", "Ron Banner", "Elad Hoffer", "Kfir Yehuda Levy", "Daniel Soudry" ]
Conference	https://openreview.net/forum?id=K9dmkfZcMu	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	A Recurrent Neural Circuit Mechanism of Temporal-scaling Equivariant Representation	[ "Junfeng Zuo", "Xiao Liu", "Ying Nian Wu", "Si Wu", "Wenhao Zhang" ]
Conference	https://openreview.net/forum?id=K9M7XNS9BX	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Corruption-Robust Offline Reinforcement Learning with General Function Approximation	[ "Chenlu Ye", "Rui Yang", "Quanquan Gu", "Tong Zhang" ]
Conference	https://openreview.net/forum?id=K8gLHZIgVW	spotlight	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Regularization properties of adversarially-trained linear regression	[ "Antonio H. Ribeiro", "Dave Zachariah", "Francis Bach", "Thomas B. Schön" ]
Conference	https://openreview.net/forum?id=K7u3RkoBP9	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Neural Modulation for Flash Memory: An Unsupervised Learning Framework for Improved Reliability	[ "Jonathan Zedaka", "Elisha Halperin", "Evgeny Blaichman", "Amit Berman" ]
Conference	https://openreview.net/forum?id=K4FK7I8Jnl	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	MAG-GNN: Reinforcement Learning Boosted Graph Neural Network	[ "Lecheng Kong", "Jiarui Feng", "Hao Liu", "Dacheng Tao", "Yixin Chen", "Muhan Zhang" ]
Conference	https://openreview.net/forum?id=K1Uzj8tuwd	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Learning Mask-aware CLIP Representations for Zero-Shot Segmentation	[ "Siyu Jiao", "Yunchao Wei", "Yaowei Wang", "Yao Zhao", "Humphrey Shi" ]
Conference	https://openreview.net/forum?id=JzQlGqBm8d	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Block Low-Rank Preconditioner with Shared Basis for Stochastic Optimization	[ "Jui-Nan Yen", "Sai Surya Duvvuri", "Inderjit S Dhillon", "Cho-Jui Hsieh" ]
Conference	https://openreview.net/forum?id=JwNXeBdkeo	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Provably (More) Sample-Efficient Offline RL with Options	[ "Xiaoyan Hu", "Ho-fung Leung" ]
Conference	https://openreview.net/forum?id=Jw0KRTjsGA	spotlight	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation	[ "Chaoqi Chen", "Luyao Tang", "Yue Huang", "Xiaoguang Han", "Yizhou Yu" ]
Conference	https://openreview.net/forum?id=JvYSSPtQyk	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation	[ "Qingkai Fang", "Yan Zhou", "Yang Feng" ]
Conference	https://openreview.net/forum?id=JtF0ugNMv2	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization	[ "Yang Li", "Jinpei Guo", "Runzhong Wang", "Junchi Yan" ]
Conference	https://openreview.net/forum?id=JpU5YmMKx7	spotlight	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect	[ "Xiaolei Ru", "Xin-Ya Zhang", "Zijia Liu", "Jack Murdoch Moore", "Gang Yan" ]
Conference	https://openreview.net/forum?id=JolrEmMim6	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers	[ "Kexun Zhang", "Danqing Wang", "Jingtao Xia", "William Yang Wang", "Lei Li" ]
Conference	https://openreview.net/forum?id=JkmvrheMe7	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	On Single-Index Models beyond Gaussian Data	[ "Aaron Zweig", "Loucas Pillaud-Vivien", "Joan Bruna" ]
Conference	https://openreview.net/forum?id=JeKXmYb4kd	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Minimax-Optimal Location Estimation	[ "Shivam Gupta", "Jasper C.H. Lee", "Eric Price", "Paul Valiant" ]
Conference	https://openreview.net/forum?id=JdhyIa0azI	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Neural Functional Transformers	[ "Allan Zhou", "Kaien Yang", "Yiding Jiang", "Kaylee Burns", "Winnie Xu", "Samuel Sokota", "J Zico Kolter", "Chelsea Finn" ]
Conference	https://openreview.net/forum?id=JYUN0vYjh9	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Joint Attribute and Model Generalization Learning for Privacy-Preserving Action Recognition	[ "Duo Peng", "Li Xu", "Qiuhong Ke", "Ping Hu", "Jun Liu" ]
Conference	https://openreview.net/forum?id=JX6UloWrmE	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition	[ "Suyoung Lee", "Myungsik Cho", "Youngchul Sung" ]
Conference	https://openreview.net/forum?id=JVzeOYEx6d	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation	[ "Jiazheng Xu", "Xiao Liu", "Yuchen Wu", "Yuxuan Tong", "Qinkai Li", "Ming Ding", "Jie Tang", "Yuxiao Dong" ]
Conference	https://openreview.net/forum?id=JTmO2V9Xpz	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers	[ "LILI YU", "Daniel Simig", "Colin Flaherty", "Armen Aghajanyan", "Luke Zettlemoyer", "Mike Lewis" ]
Conference	https://openreview.net/forum?id=JSVXZKqfLU	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Latent exploration for Reinforcement Learning	[ "Alberto Silvio Chiappa", "Alessandro Marin Vargas", "Ann Huang", "Alexander Mathis" ]
Conference	https://openreview.net/forum?id=JOHp5SmckS	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Towards Combinatorial Generalization for Catalysts: A Kohn-Sham Charge-Density Approach	[ "Phil Pope", "David Jacobs" ]
Conference	https://openreview.net/forum?id=JMuKfZx2xU	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	On Slicing Optimality for Mutual Information	[ "Ammar Fayad", "Majd Ibrahim" ]
Conference	https://openreview.net/forum?id=JKhyQHpx7B	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Vocabulary-free Image Classification	[ "Alessandro Conti", "Enrico Fini", "Massimiliano Mancini", "Paolo Rota", "Yiming Wang", "Elisa Ricci" ]
Conference	https://openreview.net/forum?id=JK2oPrP8B3	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Global Identifiability of ℓ_1-based Dictionary Learning via Matrix Volume Optimization	[ "Jingzhou Hu", "Kejun Huang" ]
Conference	https://openreview.net/forum?id=JDw50IX4TY	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Partial Multi-Label Learning with Probabilistic Graphical Disambiguation	[ "Jun-Yi Hang", "Min-Ling Zhang" ]
Conference	https://openreview.net/forum?id=JCN9YsZiwB	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Deep Non-line-of-sight Imaging from Under-scanning Measurements	[ "Yue Li", "Yueyi Zhang", "Juntian Ye", "Feihu Xu", "Zhiwei Xiong" ]
Conference	https://openreview.net/forum?id=JCCi58IUsh	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents	[ "Wenlong Huang", "Fei Xia", "Dhruv Shah", "Danny Driess", "Andy Zeng", "Yao Lu", "Pete Florence", "Igor Mordatch", "Sergey Levine", "Karol Hausman", "brian ichter" ]
Conference	https://openreview.net/forum?id=J8McuwS3zY	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Make Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning	[ "Baohao Liao", "Shaomu Tan", "Christof Monz" ]
Conference	https://openreview.net/forum?id=J8Ajf9WfXP	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	LLM-Pruner: On the Structural Pruning of Large Language Models	[ "Xinyin Ma", "Gongfan Fang", "Xinchao Wang" ]

Conference

https://openreview.net/forum?id=NBMIsOS6B7

spotlight

NeurIPS2023

null

NaT

Alternation makes the adversary weaker in two-player games

[ "Volkan Cevher", "Ashok Cutkosky", "Ali Kavis", "Georgios Piliouras", "Stratis Skoulakis", "Luca Viano" ]

Conference

https://openreview.net/forum?id=N7tw0QXx3z

poster

NeurIPS2023

null

NaT

SLaM: Student-Label Mixing for Distillation with Unlabeled Examples

[ "Vasilis Kontonis", "Fotis Iliopoulos", "Khoa Trinh", "Cenk Baykal", "Gaurav Menghani", "Erik Vee" ]

Conference

https://openreview.net/forum?id=N6FhEMnxCU

poster

NeurIPS2023

null

NaT

Label Robust and Differentially Private Linear Regression: Computational and Statistical Efficiency

[ "Xiyang Liu", "Prateek Jain", "Weihao Kong", "Sewoong Oh", "Arun Suggala" ]

Conference

https://openreview.net/forum?id=N56hAiQvot

poster

NeurIPS2023

null

NaT

PackQViT: Faster Sub-8-bit Vision Transformers via Full and Packed Quantization on the Mobile

[ "Peiyan Dong", "LEI LU", "Chao Wu", "Cheng Lyu", "Geng Yuan", "Hao Tang", "Yanzhi Wang" ]

Conference

https://openreview.net/forum?id=N0KwVdaaaJ

poster

NeurIPS2023

null

NaT

Theoretical Analysis of the Inductive Biases in Deep Convolutional Networks

[ "Zihao Wang", "Lei Wu" ]

Conference

https://openreview.net/forum?id=MvCq52yt9Y

spotlight

NeurIPS2023

null

NaT

Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective

[ "Yifei Zhang", "Hao Zhu", "yankai Chen", "Zixing Song", "Piotr Koniusz", "Irwin King" ]

Conference

https://openreview.net/forum?id=Mv96iC6TMX

poster

NeurIPS2023

null

NaT

Near-Linear Time Algorithm for the Chamfer Distance

[ "Ainesh Bakshi", "Piotr Indyk", "Rajesh Jayaram", "Sandeep Silwal", "Erik Waingarten" ]

Conference

https://openreview.net/forum?id=Murj6wcjRw

poster

NeurIPS2023

null

NaT

An Efficient Dataset Condensation Plugin and Its Application to Continual Learning

[ "Enneng Yang", "Li Shen", "Zhenyi Wang", "Tongliang Liu", "Guibing Guo" ]

Conference

https://openreview.net/forum?id=Mr4OpbZEiB

poster

NeurIPS2023

null

NaT

Task-Robust Pre-Training for Worst-Case Downstream Adaptation

[ "Jianghui Wang", "Yang Chen", "Xingyu Xie", "Cong Fang", "Zhouchen Lin" ]

Conference

https://openreview.net/forum?id=MmCtXvW6GO

poster

NeurIPS2023

null

NaT

Trade-off Between Efficiency and Consistency for Removal-based Explanations

[ "Yifan Zhang", "Haowei He", "Zhiquan Tan", "Yang Yuan" ]

Conference

https://openreview.net/forum?id=Mlo2kM11ZB

poster

NeurIPS2023

null

NaT

Birder: Communication-Efficient 1-bit Adaptive Optimizer for Practical Distributed DNN Training

[ "Hanyang Peng", "Shuang Qin", "Yue Yu", "Jin Wang", "Hui Wang", "Ge Li" ]

Conference

https://openreview.net/forum?id=MljeRycu9s

poster

NeurIPS2023

null

NaT

Diverse Conventions for Human-AI Collaboration

[ "Bidipta Sarkar", "Andy Shih", "Dorsa Sadigh" ]

Conference

https://openreview.net/forum?id=MirclT6zpv

poster

NeurIPS2023

null

NaT

Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization

[ "Wenzhi Gao", "Qi Deng" ]

Conference

https://openreview.net/forum?id=MbwVNEx9KS

poster

NeurIPS2023

null

NaT

Energy Transformer

[ "Benjamin Hoover", "Yuchen Liang", "Bao Pham", "Rameswar Panda", "Hendrik Strobelt", "Duen Horng Chau", "Mohammed J Zaki", "Dmitry Krotov" ]

Conference

https://openreview.net/forum?id=MWxsYPVmLS

poster

NeurIPS2023

null

NaT

Explainable and Efficient Randomized Voting Rules

[ "Soroush Ebadian", "Aris Filos-Ratsikas", "Mohamad Latifian", "Nisarg Shah" ]

Conference

https://openreview.net/forum?id=MWp3SwoHmH

poster

NeurIPS2023

null

NaT

MCUFormer: Deploying Vision Tranformers on Microcontrollers with Limited Memory

[ "Yinan Liang", "Ziwei Wang", "Xiuwei Xu", "Yansong Tang", "Jie Zhou", "Jiwen Lu" ]

Conference

https://openreview.net/forum?id=MUzdCW2hC6

poster

NeurIPS2023

null

NaT

Improvements on Uncertainty Quantification for Node Classification via Distance Based Regularization

[ "Russell Alan Hart", "Linlin Yu", "Yifei Lou", "Feng Chen" ]

Conference

https://openreview.net/forum?id=MRiitgpcUy

poster

NeurIPS2023

null

NaT

On the Exploration of Local Significant Differences For Two-Sample Test

[ "Zhijian Zhou", "Jie Ni", "Jia-He Yao", "Wei Gao" ]

Conference

https://openreview.net/forum?id=MOAHXRzHhm

poster

NeurIPS2023

null

NaT

Enhancing Adversarial Robustness via Score-Based Optimization

[ "Boya Zhang", "Weijian Luo", "Zhihua Zhang" ]

Conference

https://openreview.net/forum?id=MLIs5iRq4w

poster

NeurIPS2023

null

NaT

Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models

[ "Weijian Luo", "Tianyang Hu", "Shifeng Zhang", "Jiacheng Sun", "Zhenguo Li", "Zhihua Zhang" ]

Conference

https://openreview.net/forum?id=MIYBTjCVjR

poster

NeurIPS2023

null

NaT

Sequential Preference Ranking for Efficient Reinforcement Learning from Human Feedback

[ "Minyoung Hwang", "Gunmin Lee", "Hogun Kee", "Chan Woo Kim", "Kyungjae Lee", "Songhwai Oh" ]

Conference

https://openreview.net/forum?id=M8CYKLHoEN

poster

NeurIPS2023

null

NaT

Fast Rank-1 Lattice Targeted Sampling for Black-box Optimization

[ "Yueming Lyu" ]

Conference

https://openreview.net/forum?id=M7r2CO4tJC

poster

NeurIPS2023

null

NaT

Geometric Algebra Transformer

[ "Johann Brehmer", "Pim De Haan", "Sönke Behrends", "Taco Cohen" ]

Conference

https://openreview.net/forum?id=M7FQpIdo0X

poster

NeurIPS2023

null

NaT

Enhancing Minority Classes by Mixing: An Adaptative Optimal Transport Approach for Long-tailed Classification

[ "Jintong Gao", "He Zhao", "Zhuo Li", "Dan dan Guo" ]

Conference

https://openreview.net/forum?id=M6OmjAZ4CX

poster

NeurIPS2023

null

NaT

Language Models can Solve Computer Tasks

[ "Geunwoo Kim", "Pierre Baldi", "Stephen Marcus McAleer" ]

Conference

https://openreview.net/forum?id=M4h1UAxI3b

poster

NeurIPS2023

null

NaT

H-nobs: Achieving Certified Fairness and Robustness in Distributed Learning on Heterogeneous Datasets

[ "Guanqiang Zhou", "Ping Xu", "Yue Wang", "Zhi Tian" ]

Conference

https://openreview.net/forum?id=LyAuNoZkGP

poster

NeurIPS2023

null

NaT

Diffused Redundancy in Pre-trained Representations

[ "Vedant Nanda", "Till Speicher", "John P Dickerson", "Krishna P. Gummadi", "Soheil Feizi", "Adrian Weller" ]

Conference

https://openreview.net/forum?id=LswqtKU9op

poster

NeurIPS2023

null

NaT

Prompt-augmented Temporal Point Process for Streaming Event Sequence

[ "Siqiao Xue", "Yan Wang", "Zhixuan Chu", "Xiaoming Shi", "Caigao JIANG", "Hongyan Hao", "Gangwei Jiang", "Xiaoyun Feng", "James Y. Zhang", "JUN ZHOU" ]

Conference

https://openreview.net/forum?id=LnZuxp3Tx7

spotlight

NeurIPS2023

null

NaT

From Tempered to Benign Overfitting in ReLU Neural Networks

[ "Guy Kornowski", "Gilad Yehudai", "Ohad Shamir" ]

Conference

https://openreview.net/forum?id=LmmjiTwYm0

poster

NeurIPS2023

null

NaT

What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding

[ "Nicolas Keriven", "Samuel Vaiter" ]

Conference

https://openreview.net/forum?id=LloZFVwWvj

poster

NeurIPS2023

null

NaT

Non-autoregressive Machine Translation with Probabilistic Context-free Grammar

[ "Shangtong Gui", "Chenze Shao", "Zhengrui Ma", "Xishan Zhang", "Yunji Chen", "Yang Feng" ]

Conference

https://openreview.net/forum?id=Lkc0KjsDFv

poster

NeurIPS2023

null

NaT

CS-Isolate: Extracting Hard Confident Examples by Content and Style Isolation

[ "Yexiong Lin", "Yu Yao", "Xiaolong Shi", "Mingming Gong", "Xu Shen", "Dong Xu", "Tongliang Liu" ]

Conference

https://openreview.net/forum?id=LftAvFt54C

poster

NeurIPS2023

null

NaT

Hybrid Policy Optimization from Imperfect Demonstrations

[ "Hanlin Yang", "Chao Yu", "peng sun", "Siji Chen" ]

Conference

https://openreview.net/forum?id=LdvVd0bNyO

poster

NeurIPS2023

null

NaT

ODE-based Recurrent Model-free Reinforcement Learning for POMDPs

[ "Xuanle Zhao", "Duzhen Zhang", "Liyuan Han", "Tielin Zhang", "Bo XU" ]

Conference

https://openreview.net/forum?id=LaNeRwDrTk

poster

NeurIPS2023

null

NaT

Residual Q-Learning: Offline and Online Policy Customization without Value

[ "Chenran Li", "Chen Tang", "Haruki Nishimura", "Jean Mercat", "Masayoshi Tomizuka", "Wei Zhan" ]

Conference

https://openreview.net/forum?id=LZ4WgwmrUJ

poster

NeurIPS2023

null

NaT

High-dimensional Contextual Bandit Problem without Sparsity

[ "Junpei Komiyama", "Masaaki Imaizumi" ]

Conference

https://openreview.net/forum?id=LWxjWoBTsr

poster

NeurIPS2023

null

NaT

Large Language Models can Implement Policy Iteration

[ "Ethan Brooks", "Logan A Walls", "Richard Lewis", "Satinder Singh" ]

Conference

https://openreview.net/forum?id=LUT4b9gOtS

poster

NeurIPS2023

null

NaT

Learning Visual Prior via Generative Pre-Training

[ "Jinheng Xie", "Kai Ye", "Yudong Li", "Yuexiang Li", "Kevin Qinghong Lin", "Yefeng Zheng", "Linlin Shen", "Mike Zheng Shou" ]

Conference

https://openreview.net/forum?id=LROEcjVkv5

poster

NeurIPS2023

null

NaT

Asymptotically Optimal Quantile Pure Exploration for Infinite-Armed Bandits

[ "Xiao-Yue Gong", "Mark Sellke" ]

Conference

https://openreview.net/forum?id=LMU2RNwdh2

poster

NeurIPS2023

null

NaT

An Inverse Scaling Law for CLIP Training

[ "Xianhang Li", "Zeyu Wang", "Cihang Xie" ]

Conference

https://openreview.net/forum?id=LCnjG1IEfm

poster

NeurIPS2023

null

NaT

Normalization-Equivariant Neural Networks with Application to Image Denoising

[ "Sébastien Herbreteau", "Emmanuel Moebel", "Charles Kervrann" ]

Conference

https://openreview.net/forum?id=LClyG4vZmS

poster

NeurIPS2023

null

NaT

Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments

[ "Dairui Wang", "Junyu Cao", "Yan Zhang", "Wei Qi" ]

Conference

https://openreview.net/forum?id=L7Whl9pXd0

poster

NeurIPS2023

null

NaT

Efficient Batched Algorithm for Contextual Linear Bandits with Large Action Space via Soft Elimination

[ "Osama Hanna", "Lin Yang", "Christina Fragouli" ]

Conference

https://openreview.net/forum?id=Kv8GJkV19S

oral

NeurIPS2023

null

NaT

Tester-Learners for Halfspaces: Universal Algorithms

[ "Aravind Gollakota", "Adam Klivans", "Konstantinos Stavropoulos", "Arsen Vasilyan" ]

Conference

https://openreview.net/forum?id=KtvPdGb31Z

poster

NeurIPS2023

null

NaT

Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents

[ "Zihao Wang", "Shaofei Cai", "Guanzhou Chen", "Anji Liu", "Xiaojian Ma", "Yitao Liang" ]

Conference

https://openreview.net/forum?id=KtHquQuyA5

poster

NeurIPS2023

null

NaT

IDRNet: Intervention-Driven Relation Network for Semantic Segmentation

[ "Zhenchao Jin", "Xiaowei Hu", "Lingting Zhu", "Luchuan Song", "Li Yuan", "Lequan Yu" ]

Conference

https://openreview.net/forum?id=KsICioDlYs

poster

NeurIPS2023

null

NaT

Circuit as Set of Points

[ "Jialv Zou", "Xinggang Wang", "JiaHao Guo", "Wenyu Liu", "Qian Zhang", "Chang Huang" ]

Conference

https://openreview.net/forum?id=Ks0RSFNxPO

poster

NeurIPS2023

null

NaT

Time-Independent Information-Theoretic Generalization Bounds for SGLD

[ "Futoshi Futami", "Masahiro Fujisawa" ]

Conference

https://openreview.net/forum?id=KoaFh16uOc

poster

NeurIPS2023

null

NaT

StyleDrop: Text-to-Image Synthesis of Any Style

[ "Kihyuk Sohn", "Lu Jiang", "Jarred Barber", "Kimin Lee", "Nataniel Ruiz", "Dilip Krishnan", "Huiwen Chang", "Yuanzhen Li", "Irfan Essa", "Michael Rubinstein", "Yuan Hao", "Glenn Entis", "Irina Blok", "Daniel Castro Chin" ]

Conference

https://openreview.net/forum?id=KoFYzuwjCA

poster

NeurIPS2023

null

NaT

Disentangling Voice and Content with Self-Supervision for Speaker Recognition

[ "Tianchi Liu", "Kong Aik Lee", "Qiongqiong Wang", "Haizhou Li" ]

Conference

https://openreview.net/forum?id=KipjqOPaZ0

poster

NeurIPS2023

null

NaT

An Information Theory Perspective on Variance-Invariance-Covariance Regularization

[ "Ravid Shwartz-Ziv", "Randall Balestriero", "Kenji Kawaguchi", "Tim G. J. Rudner", "Yann LeCun" ]

Conference

https://openreview.net/forum?id=KgqucdSwIe

spotlight

NeurIPS2023

null

NaT

VoxDet: Voxel Learning for Novel Instance Detection

[ "Bowen Li", "Jiashun Wang", "Yaoyu Hu", "Chen Wang", "Sebastian Scherer" ]

Conference

https://openreview.net/forum?id=KfOUAlraMP

poster

NeurIPS2023

null

NaT

Wasserstein distributional robustness of neural networks

[ "Xingjian Bai", "Guangyi He", "Yifan Jiang", "Jan Obloj" ]

Conference

https://openreview.net/forum?id=Kd5W4JRsfV

poster

NeurIPS2023

null

NaT

Layer-Neighbor Sampling — Defusing Neighborhood Explosion in GNNs

[ "Muhammed Fatih Balin", "Umit Catalyurek" ]

Conference

https://openreview.net/forum?id=KbqQMoqfLQ

spotlight

NeurIPS2023

null

NaT

Blockwise Parallel Transformers for Large Context Models

[ "Hao Liu", "Pieter Abbeel" ]

Conference

https://openreview.net/forum?id=KakzVASqul

poster

NeurIPS2023

null

NaT

Prediction and Control in Continual Reinforcement Learning

[ "Nishanth Anand", "Doina Precup" ]

Conference

https://openreview.net/forum?id=KYxD9YCQBH

poster

NeurIPS2023

null

NaT

ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction

[ "Jia Guo", "shuai lu", "LIze JIa", "Weihang Zhang", "Huiqi Li" ]

Conference

https://openreview.net/forum?id=KTZttLZekH

poster

NeurIPS2023

null

NaT

On the Constrained Time-Series Generation Problem

[ "Andrea Coletta", "Sriram Gopalakrishnan", "Daniel Borrajo", "Svitlana Vyetrenko" ]

Conference

https://openreview.net/forum?id=KTRwpWCMsC

poster

NeurIPS2023

null

NaT

Conformal Prediction for Time Series with Modern Hopfield Networks

[ "Andreas Auer", "Martin Gauch", "Daniel Klotz", "Sepp Hochreiter" ]

Conference

https://openreview.net/forum?id=KRlG7NJUCD

poster

NeurIPS2023

null

NaT

DAW: Exploring the Better Weighting Function for Semi-supervised Semantic Segmentation

[ "Rui Sun", "Huayu Mai", "Tianzhu Zhang", "Feng Wu" ]

Conference

https://openreview.net/forum?id=KQyXyIAfK8

poster

NeurIPS2023

null

NaT

SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation

[ "Zhuoyan Luo", "Yicheng Xiao", "Yong Liu", "Shuyan Li", "Yitong Wang", "Yansong Tang", "Xiu Li", "Yujiu Yang" ]

Conference

https://openreview.net/forum?id=KQ25VgEvOJ

poster

NeurIPS2023

null

NaT

Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments

[ "Thanh-Dat Truong", "Hoang-Quan Nguyen", "Bhiksha Raj", "Khoa Luu" ]

Conference

https://openreview.net/forum?id=KMxRQO7P98

poster

NeurIPS2023

null

NaT

One-Pass Distribution Sketch for Measuring Data Heterogeneity in Federated Learning

[ "Zichang Liu", "Zhaozhuo Xu", "Benjamin Coleman", "Anshumali Shrivastava" ]

Conference

https://openreview.net/forum?id=KIPAIy329j

poster

NeurIPS2023

null

NaT

SEGA: Instructing Text-to-Image Models using Semantic Guidance

[ "Manuel Brack", "Felix Friedrich", "Dominik Hintersdorf", "Lukas Struppek", "Patrick Schramowski", "Kristian Kersting" ]

Conference

https://openreview.net/forum?id=KFm2lZiI7n

spotlight

NeurIPS2023

null

NaT

MeCo: Zero-Shot NAS with One Data and Single Forward Pass via Minimum Eigenvalue of Correlation

[ "Tangyu Jiang", "Haodi Wang", "Rongfang Bie" ]

Conference

https://openreview.net/forum?id=KFj0Q1EXvU

poster

NeurIPS2023

null

NaT

Multi-Step Generalized Policy Improvement by Leveraging Approximate Models

[ "Lucas Nunes Alegre", "Ana L. C. Bazzan", "Ann Nowe", "Bruno Castro da Silva" ]

Conference

https://openreview.net/forum?id=KF4LCXz8Np

poster

NeurIPS2023

null

NaT

On the Generalization Error of Stochastic Mirror Descent for Quadratically-Bounded Losses: an Improved Analysis

[ "Ta Duy Nguyen", "Alina Ene", "Huy Nguyen" ]

Conference

https://openreview.net/forum?id=KBMOKmX2he

poster

NeurIPS2023

null

NaT

LIMA: Less Is More for Alignment

[ "Chunting Zhou", "Pengfei Liu", "Puxin Xu", "Srini Iyer", "Jiao Sun", "Yuning Mao", "Xuezhe Ma", "Avia Efrat", "Ping Yu", "LILI YU", "Susan Zhang", "Gargi Ghosh", "Mike Lewis", "Luke Zettlemoyer", "Omer Levy" ]

Conference

https://openreview.net/forum?id=KAlSIL4tXU

poster

NeurIPS2023

null

NaT

PromptIR: Prompting for All-in-One Image Restoration

[ "Vaishnav Potlapalli", "Syed Waqas Zamir", "Salman Khan", "Fahad Khan" ]

Conference

https://openreview.net/forum?id=KAWaeKOEkx

poster

NeurIPS2023

null

NaT

DropCompute: simple and more robust distributed synchronous training via compute variance reduction

[ "Niv Giladi", "Shahar Gottlieb", "Moran Shkolnik", "Asaf Karnieli", "Ron Banner", "Elad Hoffer", "Kfir Yehuda Levy", "Daniel Soudry" ]

Conference

https://openreview.net/forum?id=K9dmkfZcMu

poster

NeurIPS2023

null

NaT

A Recurrent Neural Circuit Mechanism of Temporal-scaling Equivariant Representation

[ "Junfeng Zuo", "Xiao Liu", "Ying Nian Wu", "Si Wu", "Wenhao Zhang" ]

Conference

https://openreview.net/forum?id=K9M7XNS9BX

poster

NeurIPS2023

null

NaT

Corruption-Robust Offline Reinforcement Learning with General Function Approximation

[ "Chenlu Ye", "Rui Yang", "Quanquan Gu", "Tong Zhang" ]

Conference

https://openreview.net/forum?id=K8gLHZIgVW

spotlight

NeurIPS2023

null

NaT

Regularization properties of adversarially-trained linear regression

[ "Antonio H. Ribeiro", "Dave Zachariah", "Francis Bach", "Thomas B. Schön" ]

Conference

https://openreview.net/forum?id=K7u3RkoBP9

poster

NeurIPS2023

null

NaT

Neural Modulation for Flash Memory: An Unsupervised Learning Framework for Improved Reliability

[ "Jonathan Zedaka", "Elisha Halperin", "Evgeny Blaichman", "Amit Berman" ]

Conference

https://openreview.net/forum?id=K4FK7I8Jnl

poster

NeurIPS2023

null

NaT

MAG-GNN: Reinforcement Learning Boosted Graph Neural Network

[ "Lecheng Kong", "Jiarui Feng", "Hao Liu", "Dacheng Tao", "Yixin Chen", "Muhan Zhang" ]

Conference

https://openreview.net/forum?id=K1Uzj8tuwd

poster

NeurIPS2023

null

NaT

Learning Mask-aware CLIP Representations for Zero-Shot Segmentation

[ "Siyu Jiao", "Yunchao Wei", "Yaowei Wang", "Yao Zhao", "Humphrey Shi" ]

Conference

https://openreview.net/forum?id=JzQlGqBm8d

poster

NeurIPS2023

null

NaT

Block Low-Rank Preconditioner with Shared Basis for Stochastic Optimization

[ "Jui-Nan Yen", "Sai Surya Duvvuri", "Inderjit S Dhillon", "Cho-Jui Hsieh" ]

Conference

https://openreview.net/forum?id=JwNXeBdkeo

poster

NeurIPS2023

null

NaT

Provably (More) Sample-Efficient Offline RL with Options

[ "Xiaoyan Hu", "Ho-fung Leung" ]

Conference

https://openreview.net/forum?id=Jw0KRTjsGA

spotlight

NeurIPS2023

null

NaT

CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation

[ "Chaoqi Chen", "Luyao Tang", "Yue Huang", "Xiaoguang Han", "Yizhou Yu" ]

Conference

https://openreview.net/forum?id=JvYSSPtQyk

poster

NeurIPS2023

null

NaT

DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation

[ "Qingkai Fang", "Yan Zhou", "Yang Feng" ]

Conference

https://openreview.net/forum?id=JtF0ugNMv2

poster

NeurIPS2023

null

NaT

T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization

[ "Yang Li", "Jinpei Guo", "Runzhong Wang", "Junchi Yan" ]

Conference

https://openreview.net/forum?id=JpU5YmMKx7

spotlight

NeurIPS2023

null

NaT

Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect

[ "Xiaolei Ru", "Xin-Ya Zhang", "Zijia Liu", "Jack Murdoch Moore", "Gang Yan" ]

Conference

https://openreview.net/forum?id=JolrEmMim6

poster

NeurIPS2023

null

NaT

ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers

[ "Kexun Zhang", "Danqing Wang", "Jingtao Xia", "William Yang Wang", "Lei Li" ]

Conference

https://openreview.net/forum?id=JkmvrheMe7

poster

NeurIPS2023

null

NaT

On Single-Index Models beyond Gaussian Data

[ "Aaron Zweig", "Loucas Pillaud-Vivien", "Joan Bruna" ]

Conference

https://openreview.net/forum?id=JeKXmYb4kd

poster

NeurIPS2023

null

NaT

Minimax-Optimal Location Estimation

[ "Shivam Gupta", "Jasper C.H. Lee", "Eric Price", "Paul Valiant" ]

Conference

https://openreview.net/forum?id=JdhyIa0azI

poster

NeurIPS2023

null

NaT

Neural Functional Transformers

[ "Allan Zhou", "Kaien Yang", "Yiding Jiang", "Kaylee Burns", "Winnie Xu", "Samuel Sokota", "J Zico Kolter", "Chelsea Finn" ]

Conference

https://openreview.net/forum?id=JYUN0vYjh9

poster

NeurIPS2023

null

NaT

Joint Attribute and Model Generalization Learning for Privacy-Preserving Action Recognition

[ "Duo Peng", "Li Xu", "Qiuhong Ke", "Ping Hu", "Jun Liu" ]

Conference

https://openreview.net/forum?id=JX6UloWrmE

poster

NeurIPS2023

null

NaT

Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition

[ "Suyoung Lee", "Myungsik Cho", "Youngchul Sung" ]

Conference

https://openreview.net/forum?id=JVzeOYEx6d

poster

NeurIPS2023

null

NaT

ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation

[ "Jiazheng Xu", "Xiao Liu", "Yuchen Wu", "Yuxuan Tong", "Qinkai Li", "Ming Ding", "Jie Tang", "Yuxiao Dong" ]

Conference

https://openreview.net/forum?id=JTmO2V9Xpz

poster

NeurIPS2023

null

NaT

MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers

[ "LILI YU", "Daniel Simig", "Colin Flaherty", "Armen Aghajanyan", "Luke Zettlemoyer", "Mike Lewis" ]

Conference

https://openreview.net/forum?id=JSVXZKqfLU

poster

NeurIPS2023

null

NaT

Latent exploration for Reinforcement Learning

[ "Alberto Silvio Chiappa", "Alessandro Marin Vargas", "Ann Huang", "Alexander Mathis" ]

Conference

https://openreview.net/forum?id=JOHp5SmckS

poster

NeurIPS2023

null

NaT

Towards Combinatorial Generalization for Catalysts: A Kohn-Sham Charge-Density Approach

[ "Phil Pope", "David Jacobs" ]

Conference

https://openreview.net/forum?id=JMuKfZx2xU

poster

NeurIPS2023

null

NaT

On Slicing Optimality for Mutual Information

[ "Ammar Fayad", "Majd Ibrahim" ]

Conference

https://openreview.net/forum?id=JKhyQHpx7B

poster

NeurIPS2023

null

NaT

Vocabulary-free Image Classification

[ "Alessandro Conti", "Enrico Fini", "Massimiliano Mancini", "Paolo Rota", "Yiming Wang", "Elisa Ricci" ]

Conference

https://openreview.net/forum?id=JK2oPrP8B3

poster

NeurIPS2023

null

NaT

Global Identifiability of ℓ_1-based Dictionary Learning via Matrix Volume Optimization

[ "Jingzhou Hu", "Kejun Huang" ]

Conference

https://openreview.net/forum?id=JDw50IX4TY

poster

NeurIPS2023

null

NaT

Partial Multi-Label Learning with Probabilistic Graphical Disambiguation

[ "Jun-Yi Hang", "Min-Ling Zhang" ]

Conference

https://openreview.net/forum?id=JCN9YsZiwB

poster

NeurIPS2023

null

NaT

Deep Non-line-of-sight Imaging from Under-scanning Measurements

[ "Yue Li", "Yueyi Zhang", "Juntian Ye", "Feihu Xu", "Zhiwei Xiong" ]

Conference

https://openreview.net/forum?id=JCCi58IUsh

poster

NeurIPS2023

null

NaT

Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents

[ "Wenlong Huang", "Fei Xia", "Dhruv Shah", "Danny Driess", "Andy Zeng", "Yao Lu", "Pete Florence", "Igor Mordatch", "Sergey Levine", "Karol Hausman", "brian ichter" ]

Conference

https://openreview.net/forum?id=J8McuwS3zY

poster

NeurIPS2023

null

NaT

Make Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning

[ "Baohao Liao", "Shaomu Tan", "Christof Monz" ]

Conference

https://openreview.net/forum?id=J8Ajf9WfXP

poster

NeurIPS2023

null

NaT

LLM-Pruner: On the Structural Pruning of Large Language Models

[ "Xinyin Ma", "Gongfan Fang", "Xinchao Wang" ]