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Conference
https://openreview.net/forum?id=BGvkwZEGt7
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning
[ "Xinyi Wang", "Wanrong Zhu", "Michael Saxon", "Mark Steyvers", "William Yang Wang" ]
Conference
https://openreview.net/forum?id=BFGQQKicuu
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Score-based Source Separation with Applications to Digital Communication Signals
[ "Tejas Jayashankar", "Gary C.F. Lee", "Alejandro Lancho", "Amir Weiss", "Yury Polyanskiy", "Gregory Wornell" ]
Conference
https://openreview.net/forum?id=BDno5qWEFh
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Multi-Object Representation Learning via Feature Connectivity and Object-Centric Regularization
[ "Alex Foo", "Wynne Hsu", "Mong-Li Lee" ]
Conference
https://openreview.net/forum?id=BA7NHAzbpO
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Sampling from Structured Log-Concave Distributions via a Soft-Threshold Dikin Walk
[ "Oren Mangoubi", "Nisheeth K Vishnoi" ]
Conference
https://openreview.net/forum?id=B94G0MXWQX
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
CamoPatch: An Evolutionary Strategy for Generating Camoflauged Adversarial Patches
[ "Phoenix Neale Williams", "Ke Li" ]
Conference
https://openreview.net/forum?id=B7QkdEnjL9
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Optimization and Bayes: A Trade-off for Overparameterized Neural Networks
[ "Zhengmian Hu", "Heng Huang" ]
Conference
https://openreview.net/forum?id=B6qZdrGRpm
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
POMDP Planning for Object Search in Partially Unknown Environment
[ "Yongbo Chen", "Hanna Kurniawati" ]
Conference
https://openreview.net/forum?id=B6HSIgvyJ3
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
A Batch-to-Online Transformation under Random-Order Model
[ "Jing Dong", "Yuichi Yoshida" ]
Conference
https://openreview.net/forum?id=B6FihisDBl
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Universal Gradient Descent Ascent Method for Nonconvex-Nonconcave Minimax Optimization
[ "Taoli Zheng", "Linglingzhi Zhu", "Anthony Man-Cho So", "Jose Blanchet", "Jiajin Li" ]
Conference
https://openreview.net/forum?id=B5XwENgy0T
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Communication-Efficient Federated Bilevel Optimization with Global and Local Lower Level Problems
[ "Junyi Li", "Feihu Huang", "Heng Huang" ]
Conference
https://openreview.net/forum?id=B5LpWAaBVA
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Online Nonstochastic Model-Free Reinforcement Learning
[ "Udaya Ghai", "Arushi Gupta", "Wenhan Xia", "Karan Singh", "Elad Hazan" ]
Conference
https://openreview.net/forum?id=B4tkwuzeiY
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Grammar Prompting for Domain-Specific Language Generation with Large Language Models
[ "Bailin Wang", "Zi Wang", "Xuezhi Wang", "Yuan Cao", "Rif A. Saurous", "Yoon Kim" ]
Conference
https://openreview.net/forum?id=Ay3WvSrtpO
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Model-Free Reinforcement Learning with the Decision-Estimation Coefficient
[ "Dylan J Foster", "Noah Golowich", "Jian Qian", "Alexander Rakhlin", "Ayush Sekhari" ]
Conference
https://openreview.net/forum?id=AwzbQVuDBk
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
ProteinNPT: Improving Protein Property Prediction and Design with Non-Parametric Transformers
[ "Pascal Notin", "Ruben Weitzman", "Debora Susan Marks", "Yarin Gal" ]
Conference
https://openreview.net/forum?id=Asx5eDqFZl
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning
[ "Dipam Goswami", "Yuyang Liu", "Bartłomiej Twardowski", "Joost van de Weijer" ]
Conference
https://openreview.net/forum?id=ArRycLMoUg
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Neural Lyapunov Control for Discrete-Time Systems
[ "Junlin Wu", "Andrew Clark", "Yiannis Kantaros", "Yevgeniy Vorobeychik" ]
Conference
https://openreview.net/forum?id=Ah2Q8mLH96
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Optimal Excess Risk Bounds for Empirical Risk Minimization on p-Norm Linear Regression
[ "Ayoub El Hanchi", "Murat A Erdogdu" ]
Conference
https://openreview.net/forum?id=AYiRHZirD2
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning
[ "Ganyu Wang", "Bin Gu", "Qingsong Zhang", "Xiang Li", "Boyu Wang", "Charles Ling" ]
Conference
https://openreview.net/forum?id=AYLlZMmUbo
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Two Heads are Better Than One: A Simple Exploration Framework for Efficient Multi-Agent Reinforcement Learning
[ "Jiahui Li", "Kun Kuang", "Baoxiang Wang", "Xingchen Li", "Fei Wu", "Jun Xiao", "Long Chen" ]
Conference
https://openreview.net/forum?id=AGVBqJuL0T
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Fantastic Robustness Measures: The Secrets of Robust Generalization
[ "Hoki Kim", "Jinseong Park", "Yujin Choi", "Jaewook Lee" ]
Conference
https://openreview.net/forum?id=AGMVzMGcGP
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Active Bipartite Ranking
[ "James Cheshire", "Vincent Laurent", "Stephan Clémençon" ]
Conference
https://openreview.net/forum?id=AG9A7Ae9r3
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
DIFFER:Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning
[ "Xunhan Hu", "Jian Zhao", "Wengang Zhou", "Ruili Feng", "Houqiang Li" ]
Conference
https://openreview.net/forum?id=AALLvnv95q
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Training Energy-Based Normalizing Flow with Score-Matching Objectives
[ "Chen-Hao Chao", "Wei-Fang Sun", "Yen-Chang Hsu", "Zsolt Kira", "Chun-Yi Lee" ]
Conference
https://openreview.net/forum?id=A86JTXllHa
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On the Importance of Feature Separability in Predicting Out-Of-Distribution Error
[ "RENCHUNZI XIE", "Hongxin Wei", "Lei Feng", "Yuzhou Cao", "Bo An" ]
Conference
https://openreview.net/forum?id=A7ESFTMJWs
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On Convergence of Polynomial Approximations to the Gaussian Mixture Entropy
[ "Caleb Dahlke", "Jason Pacheco" ]
Conference
https://openreview.net/forum?id=A6PRwRjI8V
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation
[ "Jiachen Liang", "RuiBing Hou", "Hong Chang", "Bingpeng Ma", "Shiguang Shan", "Xilin CHEN" ]
Conference
https://openreview.net/forum?id=A6EquH0enk
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Effective Bayesian Heteroscedastic Regression with Deep Neural Networks
[ "Alexander Immer", "Emanuele Palumbo", "Alexander Marx", "Julia E Vogt" ]
Conference
https://openreview.net/forum?id=A5yMv7XPuA
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Combinatorial Group Testing with Selfish Agents
[ "Giorgos Chionas", "Dariusz Rafal Kowalski", "Piotr Krysta" ]
Conference
https://openreview.net/forum?id=A18PgVSUgf
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Accelerating Molecular Graph Neural Networks via Knowledge Distillation
[ "Filip Ekström Kelvinius", "Dimitar Georgiev", "Artur Toshev", "Johannes Gasteiger" ]
Conference
https://openreview.net/forum?id=9zV2OXCrVF
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
k-Median Clustering via Metric Embedding: Towards Better Initialization with Differential Privacy
[ "Chenglin Fan", "Ping Li", "Xiaoyun Li" ]
Conference
https://openreview.net/forum?id=9yhYcjsdab
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Three Iterations of (d − 1)-WL Test Distinguish Non Isometric Clouds of d-dimensional Points
[ "Valentino delle Rose", "Alexander Kozachinskiy", "Cristobal Rojas", "Mircea Petrache", "Pablo Barcelo" ]
Conference
https://openreview.net/forum?id=9ych3krqP0
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation
[ "Marco Bellagente", "Manuel Brack", "Hannah Benita Teufel", "Felix Friedrich", "Björn Deiseroth", "Constantin Eichenberg", "Andrew Dai", "Robert John Nicholas Baldock", "Souradeep Nanda", "Koen Oostermeijer", "Andres Felipe Cruz-Salinas", "Patrick Schramowski", "Kristian Kersting", "Samuel Weinbach" ]
Conference
https://openreview.net/forum?id=9tUjsRLjf2
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Dynamic Regret of Adversarial Linear Mixture MDPs
[ "Long-Fei Li", "Peng Zhao", "Zhi-Hua Zhou" ]
Conference
https://openreview.net/forum?id=9rmwPAjk9O
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Gradient-Free Kernel Stein Discrepancy
[ "Matthew A Fisher", "Chris J. Oates" ]
Conference
https://openreview.net/forum?id=9pLaDXX8m3
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
NeRF-IBVS: Visual Servo Based on NeRF for Visual Localization and Navigation
[ "Yuanze Wang", "Yichao Yan", "Dianxi Shi", "Wenhan Zhu", "Jianqiang Xia", "Tan Jeff", "Songchang Jin", "KE GAO", "XIAOBO LI", "Xiaokang Yang" ]
Conference
https://openreview.net/forum?id=9o6KQrklrE
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Geometric Transformer with Interatomic Positional Encoding
[ "Yusong Wang", "Shaoning Li", "Tong Wang", "Bin Shao", "Nanning Zheng", "Tie-Yan Liu" ]
Conference
https://openreview.net/forum?id=9mJXDcr17V
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations
[ "Qingyao Sun", "Kevin Patrick Murphy", "Sayna Ebrahimi", "Alexander D'Amour" ]
Conference
https://openreview.net/forum?id=9kFQEJSyCM
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
RangePerception: Taming LiDAR Range View for Efficient and Accurate 3D Object Detection
[ "Yeqi BAI", "Ben Fei", "Youquan Liu", "Tao MA", "Yuenan Hou", "Botian Shi", "Yikang LI" ]
Conference
https://openreview.net/forum?id=9ieV1hnuva
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Hypervolume Maximization: A Geometric View of Pareto Set Learning
[ "Xiaoyuan Zhang", "Xi Lin", "Bo Xue", "Yifan Chen", "Qingfu Zhang" ]
Conference
https://openreview.net/forum?id=9fb975Au9G
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Django: Detecting Trojans in Object Detection Models via Gaussian Focus Calibration
[ "Guangyu Shen", "Siyuan Cheng", "Guanhong Tao", "Kaiyuan Zhang", "Yingqi Liu", "Shengwei An", "Shiqing Ma", "Xiangyu Zhang" ]
Conference
https://openreview.net/forum?id=9eneYFIGKq
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Inner Product-based Neural Network Similarity
[ "Wei Chen", "Zichen Miao", "Qiang Qiu" ]
Conference
https://openreview.net/forum?id=9cQzO3rXgR
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Diffusion Representation for Asymmetric Kernels via Magnetic Transform
[ "Mingzhen He", "FAN He", "Ruikai Yang", "Xiaolin Huang" ]
Conference
https://openreview.net/forum?id=9cQ6kToLnJ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Learning threshold neurons via edge of stability
[ "Kwangjun Ahn", "Sebastien Bubeck", "Sinho Chewi", "Yin Tat Lee", "Felipe Suarez", "Yi Zhang" ]
Conference
https://openreview.net/forum?id=9cF6RUwMe7
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States
[ "Valerii Iakovlev", "Markus Heinonen", "Harri Lähdesmäki" ]
Conference
https://openreview.net/forum?id=9UxUTGCteW
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
LuminAIRe: Illumination-Aware Conditional Image Repainting for Lighting-Realistic Generation
[ "Jiajun Tang", "Haofeng Zhong", "Shuchen Weng", "Boxin Shi" ]
Conference
https://openreview.net/forum?id=9STYRIVx6u
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Convergence of mean-field Langevin dynamics: time-space discretization, stochastic gradient, and variance reduction
[ "Taiji Suzuki", "Denny Wu", "Atsushi Nitanda" ]
Conference
https://openreview.net/forum?id=9S8oVumknA
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Intervention Generalization: A View from Factor Graph Models
[ "Gecia Bravo-Hermsdorff", "David Watson", "Jialin Yu", "Jakob Zeitler", "Ricardo Silva" ]
Conference
https://openreview.net/forum?id=9QsdPQlWiE
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Test-time Training for Matching-based Video Object Segmentation
[ "Juliette Bertrand", "Giorgos Kordopatis-Zilos", "Yannis Kalantidis", "Giorgos Tolias" ]
Conference
https://openreview.net/forum?id=9OqezkNxnX
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Incentives in Federated Learning: Equilibria, Dynamics, and Mechanisms for Welfare Maximization
[ "Aniket Murhekar", "Zhuowen Yuan", "Bhaskar Ray Chaudhury", "Bo Li", "Ruta Mehta" ]
Conference
https://openreview.net/forum?id=9Oi3YxIBSa
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Loss Decoupling for Task-Agnostic Continual Learning
[ "Yan-Shuo Liang", "Wu-Jun Li" ]
Conference
https://openreview.net/forum?id=9MwidIH4ea
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks
[ "Haoyi Duan", "Yan Xia", "Mingze Zhou", "Li Tang", "Jieming Zhu", "Zhou Zhao" ]
Conference
https://openreview.net/forum?id=9Muli2zoFn
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Optimal Transport-Guided Conditional Score-Based Diffusion Model
[ "Xiang Gu", "Liwei Yang", "Jian Sun", "Zongben Xu" ]
Conference
https://openreview.net/forum?id=9FmolyOHi5
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Spike-driven Transformer
[ "Man Yao", "JiaKui Hu", "Zhaokun Zhou", "Li Yuan", "Yonghong Tian", "Bo XU", "Guoqi Li" ]
Conference
https://openreview.net/forum?id=9EndFTDiqh
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Should We Learn Most Likely Functions or Parameters?
[ "Shikai Qiu", "Tim G. J. Rudner", "Sanyam Kapoor", "Andrew Gordon Wilson" ]
Conference
https://openreview.net/forum?id=9D0fELXbrg
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels
[ "Zhen Liu", "Peitian Ma", "Dongliang Chen", "Wenbin Pei", "Qianli Ma" ]
Conference
https://openreview.net/forum?id=95q46MpBGZ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Generalizable One-shot 3D Neural Head Avatar
[ "Xueting Li", "Shalini De Mello", "Sifei Liu", "Koki Nagano", "Umar Iqbal", "Jan Kautz" ]
Conference
https://openreview.net/forum?id=93NLxUojvc
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error Decomposition
[ "Yuyuan Li", "Chaochao Chen", "Yizhao Zhang", "Weiming Liu", "Lingjuan Lyu", "Xiaolin Zheng", "Dan Meng", "Jun Wang" ]
Conference
https://openreview.net/forum?id=919tWtJPXe
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Self-supervised Object-Centric Learning for Videos
[ "Görkay Aydemir", "Weidi Xie", "Fatma Guney" ]
Conference
https://openreview.net/forum?id=90O5cvFZkZ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
GUST: Combinatorial Generalization by Unsupervised Grouping with Neuronal Coherence
[ "Hao Zheng", "Hui Lin", "Rong Zhao" ]
Conference
https://openreview.net/forum?id=8xTOtxinMH
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation
[ "rongkun Zheng", "Lu Qi", "Xi Chen", "Yi Wang", "Kun Wang", "Yu Qiao", "Hengshuang Zhao" ]
Conference
https://openreview.net/forum?id=8vuDHCxrmy
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
OpenMask3D: Open-Vocabulary 3D Instance Segmentation
[ "Ayça Takmaz", "Elisabetta Fedele", "Robert Sumner", "Marc Pollefeys", "Federico Tombari", "Francis Engelmann" ]
Conference
https://openreview.net/forum?id=8pOBo5NgTQ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
FLSL: Feature-level Self-supervised Learning
[ "Qing Su", "Anton Netchaev", "Hai Li", "Shihao Ji" ]
Conference
https://openreview.net/forum?id=8jg8z3ASiw
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits
[ "Ruo-Chun Tzeng", "Po-An Wang", "Alexandre Proutiere", "Chi-Jen Lu" ]
Conference
https://openreview.net/forum?id=8d9wVXri89
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Accurate Interpolation for Scattered Data through Hierarchical Residual Refinement
[ "Shizhe Ding", "Boyang Xia", "Dongbo Bu" ]
Conference
https://openreview.net/forum?id=8bQc7oRnjm
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Provably Efficient Offline Reinforcement Learning in Regular Decision Processes
[ "Roberto Cipollone", "Anders Jonsson", "Alessandro Ronca", "Mohammad Sadegh Talebi" ]
Conference
https://openreview.net/forum?id=8aDG51pxFc
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning
[ "Zixing Song", "Yifei Zhang", "Irwin King" ]
Conference
https://openreview.net/forum?id=8YN62t19AW
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
A Unified Discretization Framework for Differential Equation Approach with Lyapunov Arguments for Convex Optimization
[ "Kansei Ushiyama", "Shun Sato", "Takayasu Matsuo" ]
Conference
https://openreview.net/forum?id=8XRMbNAP6Z
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Near-Optimal k-Clustering in the Sliding Window Model
[ "David Woodruff", "Peilin Zhong", "Samson Zhou" ]
Conference
https://openreview.net/forum?id=8WvYAycmDJ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
MixFormerV2: Efficient Fully Transformer Tracking
[ "Yutao Cui", "Tianhui Song", "Gangshan Wu", "Limin Wang" ]
Conference
https://openreview.net/forum?id=8VTbfVfAfI
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
The Grand Illusion: The Myth of Software Portability and Implications for ML Progress.
[ "Fraser Mince", "Dzung Dinh", "Jonas Kgomo", "Neil Thompson", "Sara Hooker" ]
Conference
https://openreview.net/forum?id=8SCz56sUGP
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Real-World Image Super-Resolution as Multi-Task Learning
[ "Wenlong Zhang", "Xiaohui Li", "Guangyuan SHI", "Xiangyu Chen", "Yu Qiao", "Xiaoyun Zhang", "Xiao-Ming Wu", "Chao Dong" ]
Conference
https://openreview.net/forum?id=8S9Fbee743
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Data-driven Optimal Filtering for Linear Systems with Unknown Noise Covariances
[ "Shahriar Talebi", "Amirhossein Taghvaei", "Mehran Mesbahi" ]
Conference
https://openreview.net/forum?id=8QGukmdAbh
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
New Bounds for Hyperparameter Tuning of Regression Problems Across Instances
[ "Nina Balcan", "Anh Tuan Nguyen", "Dravyansh Sharma" ]
Conference
https://openreview.net/forum?id=8Oukmqfek2
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Rethinking Gauss-Newton for learning over-parameterized models
[ "Michael Arbel", "Romain Menegaux", "Pierre Wolinski" ]
Conference
https://openreview.net/forum?id=8OTPepXzeh
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models
[ "Ying Fan", "Olivia Watkins", "Yuqing Du", "Hao Liu", "Moonkyung Ryu", "Craig Boutilier", "Pieter Abbeel", "Mohammad Ghavamzadeh", "Kangwook Lee", "Kimin Lee" ]
Conference
https://openreview.net/forum?id=8NAxGDdf7H
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration
[ "Qi-Wei Wang", "Da-Wei Zhou", "Yi-Kai Zhang", "De-Chuan Zhan", "Han-Jia Ye" ]
Conference
https://openreview.net/forum?id=8Kch0ILfQH
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Bootstrapping Vision-Language Learning with Decoupled Language Pre-training
[ "Yiren Jian", "Chongyang Gao", "Soroush Vosoughi" ]
Conference
https://openreview.net/forum?id=8JsbdJjRvY
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
3D Indoor Instance Segmentation in an Open-World
[ "Mohamed El Amine Boudjoghra", "Salwa K. Al Khatib", "Jean Lahoud", "Hisham Cholakkal", "Rao Muhammad Anwer", "Salman Khan", "Fahad Khan" ]
Conference
https://openreview.net/forum?id=8JMexYVcXB
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
DAC-DETR: Divide the Attention Layers and Conquer
[ "Zhengdong Hu", "Yifan Sun", "Jingdong Wang", "Yi Yang" ]
Conference
https://openreview.net/forum?id=8IvW2k5VeA
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks
[ "Yaoyu Zhu", "Wei Fang", "Xiaodong Xie", "Tiejun Huang", "Zhaofei Yu" ]
Conference
https://openreview.net/forum?id=8HzOyg1ngp
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Efficient Subgame Refinement for Extensive-form Games
[ "Zhenxing Ge", "Zheng Xu", "Tianyu Ding", "Wenbin Li", "Yang Gao" ]
Conference
https://openreview.net/forum?id=8GSCaoFot9
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Conservative State Value Estimation for Offline Reinforcement Learning
[ "Liting Chen", "Jie Yan", "Zhengdao Shao", "Lu Wang", "Qingwei Lin", "Saravan Rajmohan", "Thomas Moscibroda", "Dongmei Zhang" ]
Conference
https://openreview.net/forum?id=8FbuHeVU7D
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Differentially Private Statistical Inference through β-Divergence One Posterior Sampling
[ "Jack Jewson", "Sahra Ghalebikesabi", "Christopher C. Holmes" ]
Conference
https://openreview.net/forum?id=8F3Lutda7R
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Exploiting Connections between Lipschitz Structures for Certifiably Robust Deep Equilibrium Models
[ "Aaron J Havens", "Alexandre Araujo", "Siddharth Garg", "Farshad Khorrami", "Bin Hu" ]
Conference
https://openreview.net/forum?id=8Ba7VJ7xiM
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Analyzing Generalization of Neural Networks through Loss Path Kernels
[ "Yilan Chen", "Wei Huang", "Hao Wang", "Charlotte Loh", "Akash Srivastava", "Lam M. Nguyen", "Tsui-Wei Weng" ]
Conference
https://openreview.net/forum?id=87Qnneer8l
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources
[ "Haotian Zheng", "Qizhou Wang", "Zhen Fang", "Xiaobo Xia", "Feng Liu", "Tongliang Liu", "Bo Han" ]
Conference
https://openreview.net/forum?id=86dXbqT5Ua
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Geometry-Informed Neural Operator for Large-Scale 3D PDEs
[ "Zongyi Li", "Nikola Borislavov Kovachki", "Chris Choy", "Boyi Li", "Jean Kossaifi", "Shourya Prakash Otta", "Mohammad Amin Nabian", "Maximilian Stadler", "Christian Hundt", "Kamyar Azizzadenesheli", "Anima Anandkumar" ]
Conference
https://openreview.net/forum?id=86ADcKOHAw
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Nearest Neighbour with Bandit Feedback
[ "Stephen Pasteris", "Chris Hicks", "Vasilios Mavroudis" ]
Conference
https://openreview.net/forum?id=81snFfE3vR
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
One-step differentiation of iterative algorithms
[ "Jerome Bolte", "Edouard Pauwels", "Samuel Vaiter" ]
Conference
https://openreview.net/forum?id=80g3Yqlo1a
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees
[ "Bryan Andrews", "Joseph Ramsey", "Ruben Sanchez Romero", "Jazmin Camchong", "Erich Kummerfeld" ]
Conference
https://openreview.net/forum?id=7zkFc9TGKz
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings
[ "Ningyi Liao", "Siqiang Luo", "Xiang Li", "Jieming Shi" ]
Conference
https://openreview.net/forum?id=7yjsYrajlt
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
The Target-Charging Technique for Privacy Analysis across Interactive Computations
[ "Edith Cohen", "Xin Lyu" ]
Conference
https://openreview.net/forum?id=7xlrdSOm3g
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
A Theory of Multimodal Learning
[ "Zhou Lu" ]
Conference
https://openreview.net/forum?id=7vqlzODS28
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
HyTrel: Hypergraph-enhanced Tabular Data Representation Learning
[ "Pei Chen", "Soumajyoti Sarkar", "Leonard Lausen", "Balasubramaniam Srinivasan", "Sheng Zha", "Ruihong Huang", "George Karypis" ]
Conference
https://openreview.net/forum?id=7qfkImn0dL
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
ExPT: Synthetic Pretraining for Few-Shot Experimental Design
[ "Tung Nguyen", "Sudhanshu Agrawal", "Aditya Grover" ]
Conference
https://openreview.net/forum?id=7p5YWe8GqG
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy
[ "Honghua Dong", "Jiawei Xu", "Yu Yang", "Rui Zhao", "Shiwen Wu", "Chun Yuan", "Xiu Li", "Chris J. Maddison", "Lei Han" ]
Conference
https://openreview.net/forum?id=7ntySBR3Ey
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Energy-Efficient Scheduling with Predictions
[ "Eric Balkanski", "Noemie Perivier", "Clifford Stein", "Hao-Ting Wei" ]
Conference
https://openreview.net/forum?id=7ntI4kcoqG
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neuron Activity
[ "Jingyuan Li", "Leo Scholl", "Trung Le", "Pavithra Rajeswaran", "Amy L Orsborn", "Eli Shlizerman" ]
Conference
https://openreview.net/forum?id=7hLlZNrkt5
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs
[ "Xingyue Huang", "Miguel Romero Orth", "Ismail Ilkan Ceylan", "Pablo Barcelo" ]
Conference
https://openreview.net/forum?id=7h1YaSGaHS
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Physics-Driven ML-Based Modelling for Correcting Inverse Estimation
[ "Ruiyuan Kang", "Tingting Mu", "Panos Liatsis", "Dimitrios Kyritsis" ]