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Conference
https://openreview.net/forum?id=xJLEQQrFia
poster
2305.18395
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks
[ "Minki Kang", "Seanie Lee", "Jinheon Baek", "Kenji Kawaguchi", "Sung Ju Hwang" ]
[ "https://github.com/nardien/kard" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=xINPCvgULc
poster
2308.08291
Robust Bayesian Satisficing
[ "Artun Saday", "Y. Cahit Yıldırım", "Cem Tekin" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=xHNzWHbklj
poster
2303.13047
Towards Better Dynamic Graph Learning: New Architecture and Unified Library
[ "Le Yu", "Leilei Sun", "Bowen Du", "Weifeng Lv" ]
https://huggingface.co/papers/2303.13047
[ "https://github.com/yule-buaa/dyglib" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=xGz0wAIJrS
poster
2309.12482
State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding
[ "Devleena Das", "Sonia Chernova", "Been Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=xFtuNq23D5
poster
Boosting Spectral Clustering on Incomplete Data via Kernel Correction and Affinity Learning
[ "Fangchen Yu", "Runze Zhao", "Zhan Shi", "Yiwen Lu", "Jicong Fan", "Yicheng Zeng", "Jianfeng Mao", "Wenye Li" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=xF89MjFbWp
poster
2304.14989
Kullback-Leibler Maillard Sampling for Multi-armed Bandits with Bounded Rewards
[ "Hao Qin", "Kwang-Sung Jun", "Chicheng Zhang" ]
[ "https://github.com/MjolnirT/Kullback-Leibler-Maillard-Sampling" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=xEhKwsqxMa
poster
Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning
[ "Yingcong Li", "Kartik Sreenivasan", "Angeliki Giannou", "Dimitris Papailiopoulos", "Samet Oymak" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=xE7oH5iVGK
poster
2306.11925
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching
[ "Duy Minh Ho Nguyen", "Hoang Nguyen", "Nghiem Tuong Diep", "Tan Ngoc Pham", "Tri Cao", "Binh T. Nguyen", "Paul Swoboda", "Nhat Ho", "Shadi Albarqouni", "Pengtao Xie", "Daniel Sonntag", "Mathias Niepert" ]
[ "https://github.com/duyhominhnguyen/LVM-Med" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=xDHzQQ4lnC
poster
2303.16698
Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs
[ "Dominik Straub", "Matthias Schultheis", "Heinz Koeppl", "Constantin A. Rothkopf" ]
[ "https://github.com/rothkopflab/nioc-neurips" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=xBqjoG0NxM
poster
SODA: Robust Training of Test-Time Data Adaptors
[ "Zige Wang", "Yonggang Zhang", "Zhen Fang", "Long Lan", "Wenjing Yang", "Bo Han" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=xBhvMu4J03
poster
2310.08377
Do Not Marginalize Mechanisms, Rather Consolidate!
[ "Moritz Willig", "Matej Zečević", "Devendra Singh Dhami", "Kristian Kersting" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=x9FOu3W6iy
poster
2307.10442
Thrust: Adaptively Propels Large Language Models with External Knowledge
[ "Xinran Zhao", "Hongming Zhang", "Xiaoman Pan", "Wenlin Yao", "Dong Yu", "Jianshu Chen" ]
https://huggingface.co/papers/2307.10442
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=x816mCbWpR
poster
2310.11952
Recasting Continual Learning as Sequence Modeling
[ "Soochan Lee", "Jaehyeon Son", "Gunhee Kim" ]
[ "https://github.com/soochan-lee/cl-as-seq" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=x7q7w07r6Y
poster
2310.04230
Lending Interaction Wings to Recommender Systems with Conversational Agents
[ "Jiarui Jin", "Xianyu Chen", "Fanghua Ye", "Mengyue Yang", "Yue Feng", "Weinan Zhang", "Yong Yu", "Jun Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=x6cOcxRnxG
poster
2306.01174
Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations
[ "Anudhyan Boral", "Zhong Yi Wan", "Leonardo Zepeda-Nunez", "James Lottes", "Qing Wang", "Yi-Fan Chen", "John Roberts Anderson", "Fei Sha" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=x5fs7TXKDc
poster
FedNAR: Federated Optimization with Normalized Annealing Regularization
[ "Junbo Li", "Ang Li", "Chong Tian", "Qirong Ho", "Eric Xing", "Hongyi Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=x5ZruOa4ax
poster
Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context
[ "Oussama Boussif", "Ghait Boukachab", "Dan Assouline", "Stefano Massaroli", "Tianle Yuan", "Loubna Benabbou", "Yoshua Bengio" ]
[ "https://github.com/gitbooo/CrossViVit" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=x5JCDCvR4b
poster
2304.07504
Stochastic Distributed Optimization under Average Second-order Similarity: Algorithms and Analysis
[ "Dachao Lin", "Yuze Han", "Haishan Ye", "Zhihua Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=x2xQEszznV
spotlight
Online Constrained Meta-Learning: Provable Guarantees for Generalization
[ "Siyuan Xu", "Minghui Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=x2PH6q32LR
poster
2302.04071
Taming Local Effects in Graph-based Spatiotemporal Forecasting
[ "Andrea Cini", "Ivan Marisca", "Daniele Zambon", "Cesare Alippi" ]
[ "https://github.com/graph-machine-learning-group/taming-local-effects-stgnns" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wzg0BsV8rQ
poster
FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation
[ "Jia Gu", "Caizhi Tang", "Han Yan", "Qing Cui", "Longfei Li", "JUN ZHOU" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wzPcffMZ3b
poster
Searching for Optimal Per-Coordinate Step-sizes with Multidimensional Backtracking
[ "Frederik Kunstner", "Victor S. Portella", "Mark Schmidt", "Nick Harvey" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wxkBdtDbmH
poster
2307.08875
Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation
[ "Ruida Zhou", "Tao Liu", "Min Cheng", "Dileep Kalathil", "Panganamala Kumar", "Chao Tian" ]
[ "https://github.com/tliu1997/rnac" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wwmKVO8bsR
poster
2405.18972
Federated Learning with Bilateral Curation for Partially Class-Disjoint Data
[ "Ziqing Fan", "Ruipeng Zhang", "Jiangchao Yao", "Bo Han", "Ya Zhang", "Yanfeng Wang" ]
[ "https://github.com/mediabrain-sjtu/fedgela" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wwkQUiaKbo
poster
2305.19429
Adapting Fairness Interventions to Missing Values
[ "Raymond Feng", "Flavio Calmon", "Hao Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wv3bHyQbX7
poster
2304.00186
Subject-driven Text-to-Image Generation via Apprenticeship Learning
[ "Wenhu Chen", "Hexiang Hu", "YANDONG LI", "Nataniel Ruiz", "Xuhui Jia", "Ming-Wei Chang", "William W. Cohen" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wqIm0Qsgy0
poster
Granger Components Analysis: Unsupervised learning of latent temporal dependencies
[ "Jacek Dmochowski" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wpfsnu5syT
poster
ContinuAR: Continuous Autoregression For Infinite-Fidelity Fusion
[ "WEI W. XING", "Yuxin Wang", "Zheng Xing" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=woptnU6fh1
poster
2307.13917
BayesDAG: Gradient-Based Posterior Inference for Causal Discovery
[ "Yashas Annadani", "Nick Pawlowski", "Joel Jennings", "Stefan Bauer", "Cheng Zhang", "Wenbo Gong" ]
[ "https://github.com/microsoft/Project-BayesDAG" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wm5Ane9VRO
spotlight
Maximization of Average Precision for Deep Learning with Adversarial Ranking Robustness
[ "Gang Li", "Wei Tong", "Tianbao Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wkIBfnGPTA
poster
2306.06874
VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models
[ "Sheng-Yen Chou", "Pin-Yu Chen", "Tsung-Yi Ho" ]
[ "https://github.com/ibm/villandiffusion" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wiv21EJ0Vd
poster
2305.12476
Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models
[ "Lin Li", "Jun Xiao", "Guikun Chen", "Jian Shao", "Yueting Zhuang", "Long Chen" ]
[ "https://github.com/hkust-longgroup/recode" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wiidCRA3at
spotlight
Stein Π-Importance Sampling
[ "Congye Wang", "Wilson Ye Chen", "Heishiro Kanagawa", "Chris J. Oates" ]
[ "https://github.com/congyewang/stein-pi-importance-sampling" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wg3d2FKAm8
poster
Outlier-Robust Wasserstein DRO
[ "Sloan Nietert", "Ziv Goldfeld", "Soroosh Shafiee" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wcdF6jR0Sp
poster
2310.00435
Consistent Aggregation of Objectives with Diverse Time Preferences Requires Non-Markovian Rewards
[ "Silviu Pitis" ]
https://huggingface.co/papers/2310.00435
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wbg4JEM5Jp
poster
2302.13534
Improved Best-of-Both-Worlds Guarantees for Multi-Armed Bandits: FTRL with General Regularizers and Multiple Optimal Arms
[ "Tiancheng Jin", "Junyan Liu", "Haipeng Luo" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wbbTqsiKzl
spotlight
2305.11041
High-dimensional Asymptotics of Denoising Autoencoders
[ "Hugo Cui", "Lenka Zdeborova" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=waXoG35kbb
spotlight
2306.01993
Provable benefits of score matching
[ "Chirag Pabbaraju", "Dhruv Rohatgi", "Anish Sevekari", "Holden Lee", "Ankur Moitra", "Andrej Risteski" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=waDF0oACu2
poster
2307.11947
Collaboratively Learning Linear Models with Structured Missing Data
[ "Chen Cheng", "Gary Cheng", "John Duchi" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wYkfog48Bq
poster
Optimal Block-wise Asymmetric Graph Construction for Graph-based Semi-supervised Learning
[ "Zixing Song", "Yifei Zhang", "Irwin King" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wYKU1C77sa
poster
2310.15948
Language-driven Scene Synthesis using Multi-conditional Diffusion Model
[ "An Dinh Vuong", "Minh Nhat VU", "Toan Tien Nguyen", "Baoru Huang", "Dzung Nguyen", "Thieu Vo", "Anh Nguyen" ]
[ "https://github.com/andvg3/LSDM" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wX8GuzDSJR
poster
2307.11353
What can a Single Attention Layer Learn? A Study Through the Random Features Lens
[ "Hengyu Fu", "Tianyu Guo", "Yu Bai", "Song Mei" ]
https://huggingface.co/papers/2307.11353
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wUNPmdE273
poster
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships
[ "Abhra Chaudhuri", "Massimiliano Mancini", "Zeynep Akata", "Anjan Dutta" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wRhLd65bDt
poster
2401.02015
Improving Diffusion-Based Image Synthesis with Context Prediction
[ "Ling Yang", "Jingwei Liu", "Shenda Hong", "Zhilong Zhang", "Zhilin Huang", "Zheming Cai", "Wentao Zhang", "Bin CUI" ]
https://huggingface.co/papers/2401.02015
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wRJqZRxDEX
spotlight
Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications
[ "Darshil Doshi", "Tianyu He", "Andrey Gromov" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wPqEvmwFEh
poster
2310.03882
Small batch deep reinforcement learning
[ "Johan Samir Obando Ceron", "Marc G Bellemare", "Pablo Samuel Castro" ]
https://huggingface.co/papers/2310.03882
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wNxyDofh74
poster
2302.10093
Progressive Ensemble Distillation: Building Ensembles for Efficient Inference
[ "Don Dennis", "Abhishek Shetty", "Anish Sevekari", "Kazuhito Koishida", "Virginia Smith" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wNpsGwixjG
poster
Leveraging Early-Stage Robustness in Diffusion Models for Efficient and High-Quality Image Synthesis
[ "Yulhwa Kim", "Dongwon Jo", "Hyesung Jeon", "Taesu Kim", "Daehyun Ahn", "Hyungjun Kim", "jae-joon kim" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wMNpMe0vp3
poster
2402.07410
A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)
[ "Weijie Tu", "Weijian Deng", "Tom Gedeon" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wLiMhVJ7fx
poster
2310.13402
Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability
[ "Maciej Falkiewicz", "Naoya Takeishi", "Imahn Shekhzadeh", "Antoine Wehenkel", "Arnaud Delaunoy", "Gilles Louppe", "Alexandros Kalousis" ]
[ "https://github.com/dmml-geneva/calibrated-posterior" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wLFXTAWa5V
poster
An Efficient and Robust Framework for Approximate Nearest Neighbor Search with Attribute Constraint
[ "Mengzhao Wang", "Lingwei Lv", "Xiaoliang Xu", "Yuxiang Wang", "Qiang Yue", "Jiongkang Ni" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wImYhdu4VF
poster
Learning a 1-layer conditional generative model in total variation
[ "Ajil Jalal", "Justin Kang", "Ananya Uppal", "Kannan Ramchandran", "Eric Price" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wIlmx4bHrO
oral
A Single-Loop Accelerated Extra-Gradient Difference Algorithm with Improved Complexity Bounds for Constrained Minimax Optimization
[ "Yuanyuan Liu", "Fanhua Shang", "Weixin An", "Junhao Liu", "Hongying Liu", "Zhouchen Lin" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wHhPIv5G8Q
poster
2310.04768
Online Corrupted User Detection and Regret Minimization
[ "Zhiyong Wang", "Jize Xie", "Tong Yu", "Shuai Li", "John C.S. Lui" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wFuemocyHZ
poster
2306.14878
Restart Sampling for Improving Generative Processes
[ "Yilun Xu", "Mingyang Deng", "Xiang Cheng", "Yonglong Tian", "Ziming Liu", "Tommi S. Jaakkola" ]
[ "https://github.com/newbeeer/diffusion_restart_sampling" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wFH5hZAwYz
poster
2302.11961
Sharp Calibrated Gaussian Processes
[ "Alexandre Capone", "Sandra Hirche", "Geoff Pleiss" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wEiUGpcr0M
poster
2311.17327
Improving Self-supervised Molecular Representation Learning using Persistent Homology
[ "Yuankai Luo", "Lei Shi", "Veronika Thost" ]
[ "https://github.com/luoyk1999/molecular-homology" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=wBJBLy9kBY
poster
2305.19256
Ambient Diffusion: Learning Clean Distributions from Corrupted Data
[ "Giannis Daras", "Kulin Shah", "Yuval Dagan", "Aravind Gollakota", "Alex Dimakis", "Adam Klivans" ]
[ "https://github.com/giannisdaras/ambient-diffusion" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=w7TyuWhGZP
poster
2305.18427
Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach
[ "Yudi Zhang", "Yali Du", "Biwei Huang", "Ziyan Wang", "Jun Wang", "Meng Fang", "Mykola Pechenizkiy" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=w7LxAZfDfv
poster
InfoCD: A Contrastive Chamfer Distance Loss for Point Cloud Completion
[ "Fangzhou Lin", "Yun Yue", "Ziming Zhang", "Songlin Hou", "Kazunori Yamada", "Vijaya B Kolachalama", "Venkatesh Saligrama" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=w79RtqIyoM
poster
2309.16115
Compositional Sculpting of Iterative Generative Processes
[ "Timur Garipov", "Sebastiaan De Peuter", "Ge Yang", "Vikas Garg", "Samuel Kaski", "Tommi S. Jaakkola" ]
[ "https://github.com/timgaripov/compositional-sculpting" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=w6krZiUa7t
poster
Hyper-HMM: aligning human brains and semantic features in a common latent event space
[ "Caroline Lee", "Jane Han", "Ma Feilong", "Guo Jiahui", "James Haxby", "Christopher Baldassano" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=w3ghbKBJg4
poster
2301.11808
Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated Models
[ "Dat Do", "Huy Nguyen", "Khai Nguyen", "Nhat Ho" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=w2F8Fm6Sg3
poster
2302.14670
Balanced Training for Sparse GANs
[ "Yite Wang", "Jing Wu", "Naira Hovakimyan", "Ruoyu Sun" ]
[ "https://github.com/yitewang/adapt" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=w116w62fxH
oral
2307.03848
Optimal Learners for Realizable Regression: PAC Learning and Online Learning
[ "Idan Attias", "Steve Hanneke", "Alkis Kalavasis", "Amin Karbasi", "Grigoris Velegkas" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=w0H2xGHlkw
oral
Visual Instruction Tuning
[ "Haotian Liu", "Chunyuan Li", "Qingyang Wu", "Yong Jae Lee" ]
[ "https://github.com/xiaoman-zhang/PMC-VQA" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vzrA6uqOis
poster
2212.04450
GAUCHE: A Library for Gaussian Processes in Chemistry
[ "Ryan-Rhys Griffiths", "Leo Klarner", "Henry Moss", "Aditya Ravuri", "Sang T. Truong", "Yuanqi Du", "Samuel Don Stanton", "Gary Tom", "Bojana Ranković", "Arian Rokkum Jamasb", "Aryan Deshwal", "Julius Schwartz", "Austin Tripp", "Gregory Kell", "Simon Frieder", "Anthony Bourached", "Alex James Chan", "Jacob Moss", "Chengzhi Guo", "Johannes P. Dürholt", "Saudamini Chaurasia", "Ji Won Park", "Felix Strieth-Kalthoff", "Alpha Lee", "Bingqing Cheng", "Alan Aspuru-Guzik", "Philippe Schwaller", "Jian Tang" ]
[ "https://github.com/leojklarner/gauche" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vz7SdRqWGM
spotlight
2308.13633
Adaptive whitening with fast gain modulation and slow synaptic plasticity
[ "Lyndon Duong", "Eero P Simoncelli", "Dmitri Chklovskii", "David Lipshutz" ]
[ "https://github.com/lyndond/multi_timescale_whitening" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vybQs1Gbuk
poster
2310.12152
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection
[ "Lingchen Meng", "Xiyang Dai", "Jianwei Yang", "Dongdong Chen", "Yinpeng Chen", "Mengchen Liu", "Yi-Ling Chen", "Zuxuan Wu", "Lu Yuan", "Yu-Gang Jiang" ]
[ "https://github.com/MengLcool/RichSem" ]
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NeurIPS2023
Conference
https://openreview.net/forum?id=vwr4bHHsRT
poster
Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework
[ "Ziyi Huang", "Henry Lam", "Amirhossein Meisami", "Haofeng Zhang" ]
[ "" ]
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NeurIPS2023
Conference
https://openreview.net/forum?id=vvoWPYqZJA
poster
2305.06500
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
[ "Wenliang Dai", "Junnan Li", "Dongxu Li", "Anthony Tiong", "Junqi Zhao", "Weisheng Wang", "Boyang Li", "Pascale Fung", "Steven Hoi" ]
[ "https://github.com/salesforce/lavis" ]
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NeurIPS2023
Conference
https://openreview.net/forum?id=vtoY8qJjTR
spotlight
2310.17966
Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning
[ "Shenzhi Wang", "Qisen Yang", "Jiawei Gao", "Matthieu Gaetan Lin", "HAO CHEN", "Liwei Wu", "Ning Jia", "Shiji Song", "Gao Huang" ]
https://huggingface.co/papers/2310.17966
[ "https://github.com/leaplabthu/famo2o" ]
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NeurIPS2023
Conference
https://openreview.net/forum?id=vtLNwa6uX0
spotlight
2302.07384
The Geometry of Neural Nets' Parameter Spaces Under Reparametrization
[ "Agustinus Kristiadi", "Felix Dangel", "Philipp Hennig" ]
[ "" ]
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NeurIPS2023
Conference
https://openreview.net/forum?id=vqGWslLeEw
poster
2305.09836
Revisiting the Minimalist Approach to Offline Reinforcement Learning
[ "Denis Tarasov", "Vladislav Kurenkov", "Alexander Nikulin", "Sergey Kolesnikov" ]
https://huggingface.co/papers/2305.09836
[ "https://github.com/dt6a/rebrac" ]
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NeurIPS2023
Conference
https://openreview.net/forum?id=vq11gurmUY
poster
Online PCA in Converging Self-consistent Field Equations
[ "Xihan Li", "Xiang Chen", "Rasul Tutunov", "Haitham Bou Ammar", "Lei Wang", "Jun Wang" ]
[ "" ]
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NeurIPS2023
Conference
https://openreview.net/forum?id=vpQuCsZXz2
poster
2304.06385
TransHP: Image Classification with Hierarchical Prompting
[ "Wenhao Wang", "Yifan Sun", "Wei Li", "Yi Yang" ]
https://huggingface.co/papers/2304.06385
[ "https://github.com/wangwenhao0716/transhp" ]
[]
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NeurIPS2023
Conference
https://openreview.net/forum?id=vpMBqdt9Hl
poster
2311.13569
Combinatorial Optimization with Policy Adaptation using Latent Space Search
[ "Felix Chalumeau", "Shikha Surana", "Clément Bonnet", "Nathan Grinsztajn", "Arnu Pretorius", "Alexandre Laterre", "Thomas D Barrett" ]
https://huggingface.co/papers/2311.13569
[ "https://github.com/instadeepai/compass" ]
[]
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NeurIPS2023
Conference
https://openreview.net/forum?id=voG6nEW9BV
spotlight
2305.19147
Conditional score-based diffusion models for Bayesian inference in infinite dimensions
[ "Lorenzo Baldassari", "Ali Siahkoohi", "Josselin Garnier", "Knut Solna", "Maarten V. de Hoop" ]
[ "https://github.com/alisiahkoohi/csgm" ]
[]
[]
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NeurIPS2023
Conference
https://openreview.net/forum?id=vnTUuecp2v
poster
Higher-Order Uncoupled Dynamics Do Not Lead to Nash Equilibrium - Except When They Do
[ "Sarah Asad Toonsi", "Jeff S Shamma" ]
[ "" ]
[]
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NeurIPS2023
Conference
https://openreview.net/forum?id=vnGcubtzR1
poster
2011.11152
On the Overlooked Pitfalls of Weight Decay and How to Mitigate Them: A Gradient-Norm Perspective
[ "Zeke Xie", "zhiqiang xu", "Jingzhao Zhang", "Issei Sato", "Masashi Sugiyama" ]
[ "https://github.com/zeke-xie/stable-weight-decay-regularization" ]
[]
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NeurIPS2023
Conference
https://openreview.net/forum?id=vlDbqzwczj
poster
2309.13989
A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective
[ "Chenhang Cui", "Yazhou Ren", "Jingyu Pu", "Jiawei Li", "Xiaorong Pu", "Tianyi Wu", "Yutao Shi", "Lifang He" ]
[ "" ]
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[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vf77fTbgG3
poster
2306.03061
Structured Voronoi Sampling
[ "Afra Amini", "Li Du", "Ryan Cotterell" ]
[ "https://github.com/afraamini/svs" ]
[]
[]
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NeurIPS2023
Conference
https://openreview.net/forum?id=vZRiMjo826
poster
2301.12874
Extremal Domain Translation with Neural Optimal Transport
[ "Milena Gazdieva", "Alexander Korotin", "Daniil Selikhanovych", "Evgeny Burnaev" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vZHk1QlBQW
poster
2301.12618
ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning
[ "Junguang Jiang", "Baixu Chen", "Junwei Pan", "Ximei Wang", "Dapeng Liu", "jie jiang", "Mingsheng Long" ]
[ "https://github.com/thuml/forkmerge" ]
[]
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NeurIPS2023
Conference
https://openreview.net/forum?id=vUXNNLatFv
poster
2310.03758
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing
[ "Junren Chen", "Jonathan Scarlett", "Michael Ng", "Zhaoqiang Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vTug54Uunq
spotlight
Faster Margin Maximization Rates for Generic Optimization Methods
[ "Guanghui Wang", "Zihao Hu", "Vidya Muthukumar", "Jacob Abernethy" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vORUHrVEnH
poster
Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity
[ "Zhanpeng Zhou", "Yongyi Yang", "Xiaojiang Yang", "Junchi Yan", "Wei Hu" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vO6ZdPWaHc
poster
2310.14664
Data Pruning via Moving-one-Sample-out
[ "Haoru Tan", "Sitong Wu", "Fei Du", "Yukang Chen", "Zhibin Wang", "Fan Wang", "XIAOJUAN QI" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vO04AzsB49
spotlight
Imitation Learning from Imperfection: Theoretical Justifications and Algorithms
[ "Ziniu Li", "Tian Xu", "Zeyu Qin", "Yang Yu", "Zhi-Quan Luo" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vNsdFwjPtL
poster
Suggesting Variable Order for Cylindrical Algebraic Decomposition via Reinforcement Learning
[ "Fuqi Jia", "Yuhang Dong", "Minghao Liu", "Pei Huang", "Feifei Ma", "Jian Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vM5VnNQ4n7
poster
2311.02715
Exploiting Correlated Auxiliary Feedback in Parameterized Bandits
[ "Arun Verma", "Zhongxiang Dai", "Yao Shu", "Bryan Kian Hsiang Low" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vKpVJxplmB
poster
Transformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearity
[ "Dong-Kyum Kim", "Jea Kwon", "Meeyoung Cha", "C. Justin Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vIGNYQ4Alv
spotlight
2306.02212
Accelerated Quasi-Newton Proximal Extragradient: Faster Rate for Smooth Convex Optimization
[ "Ruichen Jiang", "Aryan Mokhtari" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vHSQTEIFkp
poster
Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance
[ "Nikita Kornilov", "Ohad Shamir", "Aleksandr Lobanov", "Darina Dvinskikh", "Alexander Gasnikov", "Innokentiy Andreevich Shibaev", "Eduard Gorbunov", "Samuel Horváth" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vHRLS8HhK1
poster
Generalized Weighted Path Consistency for Mastering Atari Games
[ "Dengwei Zhao", "Shikui Tu", "Lei Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vF8ukt5l1R
poster
Self-supervised video pretraining yields robust and more human-aligned visual representations
[ "Nikhil Parthasarathy", "S. M. Ali Eslami", "Joao Carreira", "Olivier J Henaff" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vEzcRdiTkP
poster
On Class Distributions Induced by Nearest Neighbor Graphs for Node Classification of Tabular Data
[ "Federico Errica" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vBwSACOB3x
poster
2306.13411
Neural Algorithmic Reasoning Without Intermediate Supervision
[ "Gleb Rodionov", "Liudmila Prokhorenkova" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vBHKSTgcYQ
poster
An Exploration-by-Optimization Approach to Best of Both Worlds in Linear Bandits
[ "Shinji Ito", "Kei Takemura" ]
[ "" ]
[]
[]
[]
NeurIPS2023
Conference
https://openreview.net/forum?id=vAElhFcKW6
poster
2303.11366
Reflexion: language agents with verbal reinforcement learning
[ "Noah Shinn", "Federico Cassano", "Ashwin Gopinath", "Karthik R Narasimhan", "Shunyu Yao" ]
[ "https://github.com/noahshinn024/reflexion" ]
[]
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NeurIPS2023