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title: "NeurIPS 2022 — all accepted papers, page 11 — Elamur Research"
description: "All 2,834 papers of NeurIPS 2022 · page 11 of 29, the most cited first; those with our summary link to it."
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# NeurIPS 2022: all accepted papers

2,834 papers · page 11 of 29 · the most cited first · [← NeurIPS 2022](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2022/)

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1001. **[Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples ↗](https://doi.org/10.52202/068431-1676)**Maura Pintor, Luca Demetrio, Angelo Sotgiu et al.*7 citations*
1002. **[Influencing Long-Term Behavior in Multiagent Reinforcement Learning ↗](https://doi.org/10.52202/068431-1366)**Dong-Ki Kim, Matthew Riemer, Miao Liu et al.*7 citations*
1003. **[Instability and Local Minima in GAN Training with Kernel Discriminators ↗](https://doi.org/10.52202/068431-1476)**Evan Becker, Parthe Pandit, Sundeep Rangan et al.*7 citations*
1004. **[Introspective Learning : A Two-Stage Approach for Inference in Neural Networks ↗](https://doi.org/10.52202/068431-0881)**Mohit Prabhushankar, Ghassan AlRegib*7 citations*
1005. **[Invariant and Transportable Representations for Anti-Causal Domain Shifts ↗](https://doi.org/10.52202/068431-1511)**Yibo Jiang, Victor Veitch*7 citations*
1006. **[LTMD: Learning Improvement of Spiking Neural Networks with Learnable Thresholding Neurons and Moderate Dropout ↗](https://doi.org/10.52202/068431-2055)**Siqi Wang, Tee Hiang Cheng, Meng‐Hiot Lim*7 citations*
1007. **[Learning Latent Seasonal-Trend Representations for Time Series Forecasting ↗](https://doi.org/10.52202/068431-2810)**Zhiyuan Wang, Xovee Xu, Weifeng Zhang et al.*7 citations*
1008. **[Learning Multi-Resolution Functional Maps with Spectral Attention for Robust Shape Matching ↗](https://doi.org/10.52202/068431-2127)**Lei Li, Nicolas Donati, Maks Ovsjanikov*7 citations*
1009. **[Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space ↗](https://doi.org/10.52202/068431-2250)**Jinghuan Shang, Srijan Das, Michael S. Ryoo*7 citations*
1010. **[Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare ↗](https://doi.org/10.52202/068431-2484)**Shengpu Tang, Maggie Makar, Michael W. Sjoding et al.*7 citations*
1011. **[LiteTransformerSearch: Training-Free Neural Architecture Search for Efficient Language Models ↗](https://doi.org/10.52202/068431-1761)**Mojan Javaheripi, Gustavo De Rosa, Subhabrata Mukherjee et al.*7 citations*
1012. **[Low-Rank Optimal Transport: Approximation, Statistics and Debiasing ↗](https://doi.org/10.52202/068431-0493)**Meyer Scetbon, Marco Cuturi*7 citations*
1013. **[M4Singer: A Multi-Style, Multi-Singer and Musical Score Provided Mandarin Singing Corpus ↗](https://doi.org/10.52202/068431-0501)**Lichao Zhang, Ruiqi Li, Shoutong Wang et al.*7 citations*
1014. **[MSDS: A Large-Scale Chinese Signature and Token Digit String Dataset for Handwriting Verification ↗](https://doi.org/10.52202/068431-2645)**Peirong Zhang, Jiajia Jiang, Yuliang Liu et al.*7 citations*
1015. **[Mean Estimation with User-Level Privacy Under Data Heterogeneity ↗](https://doi.org/10.52202/068431-2113)**Rachel Cummings, Vitaly Feldman, Audra McMillan et al.*7 citations*
1016. **[MoGDE: Boosting Mobile Monocular 3D Object Detection with Ground Depth Estimation ↗](https://doi.org/10.52202/068431-0148)**Yunsong Zhou, Quan Liu, Hongzi Zhu et al.*7 citations*
1017. **[MultiScan: Scalable RGBD Scanning for 3D Environments with Articulated Objects ↗](https://doi.org/10.52202/068431-0658)**Yongsen Mao, Yiming Zhang, Hanxiao Jiang et al.*7 citations*
1018. **[Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation ↗](https://doi.org/10.52202/068431-2369)**Michael Chang, Thomas L. Griffiths, Sergey Levine*7 citations*
1019. **[On Privacy and Personalization in Cross-Silo Federated Learning ↗](https://doi.org/10.52202/068431-0429)**Ken Liu, Shengyuan Hu, Steven Wu et al.*7 citations*
1020. **[On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with No Catastrophic Forgetting ↗](https://doi.org/10.52202/068431-1179)**Tomasz Korbak, Hady Elsahar, Germán Kruszewski et al.*7 citations*
1021. **[One-Shot Neural Backdoor Erasing Via Adversarial Weight Masking ↗](https://doi.org/10.52202/068431-1619)**Shuwen Chai, Jinghui Chen*7 citations*
1022. **[Online Deep Equilibrium Learning for Regularization by Denoising ↗](https://doi.org/10.52202/068431-1839)**Jiaming Liu, Xiaojian Xu, Weijie Gan et al.*7 citations*
1023. **[Online Learning and Pricing for Network Revenue Management with Reusable Resources ↗](https://doi.org/10.52202/068431-0349)**Huiwen Jia, Cong Shi, Siqian Shen*7 citations*
1024. **[Order-Invariant Cardinality Estimators Are Differentially Private ↗](https://doi.org/10.52202/068431-1106)**Charlie Dickens, Justin Thaler, Daniel Ting*7 citations*
1025. **[Private Synthetic Data for Multitask Learning and Marginal Queries ↗](https://doi.org/10.52202/068431-1329)**Giuseppe Vietri, Cédric Archambeau, Sergül Aydöre et al.*7 citations*
1026. **[Probing Classifiers Are Unreliable for Concept Removal and Detection ↗](https://doi.org/10.52202/068431-1308)**Abhinav Kumar, Chenhao Tan, Amit Sharma*7 citations*
1027. **[Procedural Image Programs for Representation Learning ↗](https://doi.org/10.52202/068431-0467)**Manel Baradad, Richard Chen, Jonas Wulff et al.*7 citations*
1028. **[Provably Efficient Model-Free Constrained RL with Linear Function Approximation ↗](https://doi.org/10.52202/068431-0967)**Arnob Ghosh, Xingyu Zhou, Ness Shroff*7 citations*
1029. **[Prune and Distill: Similar Reformatting of Image Information Along Rat Visual Cortex and Deep Neural Networks ↗](https://doi.org/10.52202/068431-2190)**Paolo Muratore, Sina Tafazoli, Eugenio Piasini et al.*7 citations*
1030. **[Pruning’s Effect on Generalization Through the Lens of Training and Regularization ↗](https://doi.org/10.52202/068431-2750)**Jin Tian, Michael Carbin, Daniel M. Roy et al.*7 citations*
1031. **[Rashomon Capacity: A Metric for Predictive Multiplicity in Classification ↗](https://doi.org/10.52202/068431-2101)**Hsiang Hsu, Flávio P. Calmon*7 citations*
1032. **[Reinforcement Learning with Automated Auxiliary Loss Search ↗](https://doi.org/10.52202/068431-0133)**Tairan He, Yuge Zhang, Kan Ren et al.*7 citations*
1033. **[Relaxing Equivariance Constraints with Non-Stationary Continuous Filters ↗](https://doi.org/10.52202/068431-2451)**Tycho F. A. van der Ouderaa, David W. Romero, Mark van der Wilk*7 citations*
1034. **[Reproducibility in Optimization: Theoretical Framework and Limits ↗](https://doi.org/10.52202/068431-1310)**Kwangjun Ahn, Prateek Jain, Ziwei Ji et al.*7 citations*
1035. **[Revisiting Optimal Convergence Rate for Smooth and Non-Convex Stochastic Decentralized Optimization ↗](https://doi.org/10.52202/068431-2636)**Kun Yuan, Xinmeng Huang, Yiming Chen et al.*7 citations*
1036. **[SHINE: SubHypergraph Inductive Neural nEtwork ↗](https://doi.org/10.52202/068431-1364)**Yuan Luo*7 citations*
1037. **[Score-Based Generative Models Detect Manifolds ↗](https://doi.org/10.52202/068431-2598)**Jakiw Pidstrigach*7 citations*
1038. **[Self-Explaining Deep Models with Logic Rule Reasoning ↗](https://doi.org/10.52202/068431-0232)**Seungeon Lee, Xiting Wang, SungWon Han et al.*7 citations*
1039. **[Self-Organized Group for Cooperative Multi-Agent Reinforcement Learning ↗](https://doi.org/10.52202/068431-0413)**Jianzhun Shao, Zhiqiang Lou, Hongchang Zhang et al.*7 citations*
1040. **[Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge ↗](https://doi.org/10.52202/068431-0540)**Mayleen Cortez, Matthew Eichhorn, Christina Yu*7 citations*
1041. **[The Alignment Property of SGD Noise and How it Helps Select Flat Minima: A Stability Analysis ↗](https://doi.org/10.52202/068431-0338)**Lei Wu, Mingze Wang, Weijie Su*7 citations*
1042. **[Towards Hard-Pose Virtual Try-On Via 3D-Aware Global Correspondence Learning ↗](https://doi.org/10.52202/068431-2372)**Zaiyu Huang, Hanhui Li, Zhenyu Xie et al.*7 citations*
1043. **[Trajectory Inference Via Mean-Field Langevin in Path Space ↗](https://doi.org/10.52202/068431-1217)**Lénaïc Chizat, Stephen Zhang, Matthieu Heitz et al.*7 citations*
1044. **[Understanding Deep Contrastive Learning Via Coordinate-Wise Optimization ↗](https://doi.org/10.52202/068431-1418)**Yuandong Tian*7 citations*
1045. **[Understanding Programmatic Weak Supervision Via Source-Aware Influence Function ↗](https://doi.org/10.52202/068431-0207)**Jieyu Zhang, Haonan Wang, Cheng-Yu Hsieh et al.*7 citations*
1046. **[Unsupervised Learning for Combinatorial Optimization with Principled Objective Relaxation ↗](https://doi.org/10.52202/068431-2280)**Haoyu Peter Wang, Nan Wu, Hang Yang et al.*7 citations*
1047. **[Unsupervised Object Representation Learning Using Translation and Rotation Group Equivariant VAE ↗](https://doi.org/10.52202/068431-1110)**Alireza Nasiri, Tristan Bepler*7 citations*
1048. **[Using Embeddings for Causal Estimation of Peer Influence in Social Networks ↗](https://doi.org/10.52202/068431-1136)**Irina Cristali, Victor Veitch*7 citations*
1049. **[Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines ↗](https://doi.org/10.52202/068431-0013)**Sreejan Kumar, Carlos G. Correa, Ishita Dasgupta et al.*7 citations*
1050. **[Visual Concepts Tokenization ↗](https://doi.org/10.52202/068431-2289)**Tao Yang, Yuwang Wang, Yan Lu et al.*7 citations*
1051. **[When Do Flat Minima Optimizers Work? ↗](https://doi.org/10.52202/068431-1206)**Jean Kaddour, Linqing Liu, Ricardo Silva et al.*7 citations*
1052. **[When Does Return-Conditioned Supervised Learning Work for Offline Reinforcement Learning? ↗](https://doi.org/10.52202/068431-0113)**David Brandfonbrener, Alberto Bietti, Jacob Buckman et al.*7 citations*
1053. **[Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power ↗](https://doi.org/10.52202/068431-0316)**Binghui Li, Jikai Jin, Han Zhong et al.*7 citations*
1054. **[Why So Pessimistic? Estimating Uncertainties for Offline RL Through Ensembles, and Why Their Independence Matters ↗](https://doi.org/10.52202/068431-1328)**Kamyar Ghasemipour, Shixiang (Shane) Gu, Ofir Nachum*7 citations*
1055. **[A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization ↗](https://doi.org/10.52202/068431-2110)**Puyuan Liu, Xiang Zhang, Lili Mou*6 citations*
1056. **[Accelerated Linearized Laplace Approximation for Bayesian Deep Learning ↗](https://doi.org/10.52202/068431-0195)**Zhijie Deng, Feng Zhou, Jun Zhu*6 citations*
1057. **[Active Exploration for Inverse Reinforcement Learning ↗](https://doi.org/10.52202/068431-0423)**David Lindner, Andreas Krause, Giorgia Ramponi*6 citations*
1058. **[Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach ↗](https://doi.org/10.52202/068431-1601)**Kaiwen Yang, Yanchao Sun, Jiahao Su et al.*6 citations*
1059. **[Algorithms that Approximate Data Removal: New Results and Limitations ↗](https://doi.org/10.52202/068431-1372)**Vinith M. Suriyakumar, Ashia Wilson*6 citations*
1060. **[Amortized Projection Optimization for Sliced Wasserstein Generative Models ↗](https://doi.org/10.52202/068431-2680)**Khai Nguyen, Nhat Ho*6 citations*
1061. **[AutoST: Towards the Universal Modeling of Spatio-Temporal Sequences ↗](https://doi.org/10.52202/068431-1490)**Jianxin Li, Shuai Zhang, Hui Yun Xiong et al.*6 citations*
1062. **[BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach ↗](https://doi.org/10.52202/068431-1254)**Bo Liu, Mao Ye, Stephen J. Wright et al.*6 citations*
1063. **[Bayesian Risk Markov Decision Processes ↗](https://doi.org/10.52202/068431-1267)**Yifan Lin, Yuxuan Ren, Enlu Zhou*6 citations*
1064. **[Benchopt: Reproducible, Efficient and Collaborative Optimization Benchmarks ↗](https://doi.org/10.52202/068431-1842)**Thomas Moreau, Mathurin Massias, Alexandre Gramfort et al.*6 citations*
1065. **[Can Push-Forward Generative Models Fit Multimodal Distributions? ↗](https://doi.org/10.52202/068431-0782)**Antoine Salmona, Valentin De Bortoli, Julie Delon et al.*6 citations*
1066. **[Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis ↗](https://doi.org/10.52202/068431-0792)**Ronan J. Perry, Julius von Kügelgen, Bernhard Schölkopf*6 citations*
1067. **[Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise ↗](https://doi.org/10.52202/068431-2271)**Eduard Gorbunov, Marina Danilova, David Dobre et al.*6 citations*
1068. **[Cluster Randomized Designs for One-Sided Bipartite Experiments ↗](https://doi.org/10.52202/068431-2751)**Jennifer Brennan, Vahab Mirrokni, Jean Pouget-Abadie*6 citations*
1069. **[Concrete Score Matching: Generalized Score Matching for Discrete Data ↗](https://doi.org/10.52202/068431-2502)**Chenlin Meng, Kristy Choi, Jiaming Song et al.*6 citations*
1070. **[Coordinates Are NOT Lonely - Codebook Prior Helps Implicit Neural 3D Representations ↗](https://doi.org/10.52202/068431-0923)**Fukun Yin, Wen LIU, Zilong Huang et al.*6 citations*
1071. **[Curious Exploration Via Structured World Models Yields Zero-Shot Object Manipulation ↗](https://doi.org/10.52202/068431-1755)**Cansu Sancaktar, Sebastian Blaes, Georg Martius*6 citations*
1072. **[DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning ↗](https://doi.org/10.52202/068431-0993)**Seungjae Lee, H. Jin Kim, 김지강 et al.*6 citations*
1073. **[DP-PCA: Statistically Optimal and Differentially Private PCA ↗](https://doi.org/10.52202/068431-2170)**Xiyang Liu, Weihao Kong, Prateek Jain et al.*6 citations*
1074. **[Data-Efficient Augmentation for Training Neural Networks ↗](https://doi.org/10.52202/068431-0370)**Tian Yu Liu, Baharan Mirzasoleiman*6 citations*
1075. **[Domain Adaptation Meets Individual Fairness - and They Get Along ↗](https://doi.org/10.52202/068431-2095)**Debarghya Mukherjee, Felix Petersen, Mikhail Yurochkin et al.*6 citations*
1076. **[Don't Pour Cereal into Coffee: Differentiable Temporal Logic for Temporal Action Segmentation ↗](https://doi.org/10.52202/068431-1083)**Ziwei Xu, Yogesh Rawat, Yongkang Wong et al.*6 citations*
1077. **[Draft-And-Revise: Effective Image Generation with Contextual RQ-Transformer ↗](https://doi.org/10.52202/068431-2184)**Doyup Lee, Chiheon Kim, Saehoon Kim et al.*6 citations*
1078. **[Efficient Graph Similarity Computation with Alignment Regularization ↗](https://doi.org/10.52202/068431-2188)**Wei Zhuo, Guang Tan*6 citations*
1079. **[Embrace the Gap: VAEs Perform Independent Mechanism Analysis ↗](https://doi.org/10.52202/068431-0875)**Patrik Reizinger, Luigi Gresele, Jack Brady et al.*6 citations*
1080. **[Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness ↗](https://doi.org/10.52202/068431-1501)**Fredrik Hellström, Giuseppe Durisi*6 citations*
1081. **[Exact Learning Dynamics of Deep Linear Networks with Prior Knowledge ↗](https://doi.org/10.52202/068431-0479)**Lukas Braun, Clémentine Dominé, James E. Fitzgerald et al.*6 citations*
1082. **[Explicit Tradeoffs Between Adversarial and Natural Distributional Robustness ↗](https://doi.org/10.52202/068431-2809)**Mazda Moayeri, Kiarash Banihashem, Soheil Feizi*6 citations*
1083. **[FLAIR: Federated Learning Annotated Image Repository ↗](https://doi.org/10.52202/068431-2739)**Congzheng Song, Filip Granqvist, Kunal Talwar*6 citations*
1084. **[GAL: Gradient Assisted Learning for Decentralized Multi-Organization Collaborations ↗](https://doi.org/10.52202/068431-0861)**Enmao Diao, Jie Ding, Vahid Tarokh*6 citations*
1085. **[Geometric Order Learning for Rank Estimation ↗](https://doi.org/10.52202/068431-0003)**Seon-Ho Lee, Nyeong-Ho Shin, Chang‐Su Kim*6 citations*
1086. **[GlanceNets: Interpretable, Leak-Proof Concept-Based Models ↗](https://doi.org/10.52202/068431-1542)**Emanuele Marconato, Andrea Passerini, Stefano Teso*6 citations*
1087. **[Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression ↗](https://doi.org/10.52202/068431-2100)**Liangzu Peng, Christian Kümmerle, Rene Vidal*6 citations*
1088. **[Global Normalization for Streaming Speech Recognition in a Modular Framework ↗](https://doi.org/10.52202/068431-0308)**Ehsan Variani, Ke Wu, Michael Riley et al.*6 citations*
1089. **[Gradient Methods Provably Converge to Non-Robust Networks ↗](https://doi.org/10.52202/068431-1521)**Gal Vardi, Gilad Yehudai, Ohad Shamir*6 citations*
1090. **[Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization ↗](https://doi.org/10.52202/068431-1897)**Tianyi Lin, Zeyu Zheng, Michael I. Jordan*6 citations*
1091. **[Graph Few-Shot Learning with Task-Specific Structures ↗](https://doi.org/10.52202/068431-2821)**Song Wang, Chen Chen, Jundong Li*6 citations*
1092. **[Graph Neural Networks Are Dynamic Programmers ↗](https://doi.org/10.52202/068431-1500)**Andrew Dudzik, Petar Veličković*6 citations*
1093. **[HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences ↗](https://doi.org/10.52202/068431-2510)**Siqiao Xue, Xiaoming Shi, James Zhang et al.*6 citations*
1094. **[Hardness of Noise-Free Learning for Two-Hidden-Layer Neural Networks ↗](https://doi.org/10.52202/068431-0778)**Sitan Chen, Aravind Gollakota, Adam R. Klivans et al.*6 citations*
1095. **[High-Dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation ↗](https://doi.org/10.52202/068431-2749)**Jimmy Lei Ba, Murat A. Erdogdu, Taiji Suzuki et al.*6 citations*
1096. **[Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution ↗](https://doi.org/10.52202/068431-0698)**Xueying Ding, Lingxiao Zhao, Leman Akoglu*6 citations*
1097. **[I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification ↗](https://doi.org/10.52202/068431-0892)**Muhammad Ferjad Naeem, Yongqin Xian, Luc Van Gool et al.*6 citations*
1098. **[Implicit Warping for Animation with Image Sets ↗](https://doi.org/10.52202/068431-1630)**Arun Mallya, Ting-Chun Wang, Ming-Yu Liu*6 citations*
1099. **[Improving 3D-Aware Image Synthesis with a Geometry-Aware Discriminator ↗](https://doi.org/10.52202/068431-0575)**Zifan Shi, Yinghao Xu, Yujun Shen et al.*6 citations*
1100. **[Improving Out-Of-Distribution Generalization by Adversarial Training with Structured Priors ↗](https://doi.org/10.52202/068431-1968)**Qixun Wang, Yifei Wang, Hong Zhu et al.*6 citations*

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