---
title: "NeurIPS 2022 — all accepted papers, page 3 — the most cited first"
description: "All 2,834 papers of NeurIPS 2022 · page 3 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 3 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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201. **[On Convergence of FedProx: Local Dissimilarity Invariant Bounds, Non-Smoothness and Beyond ↗](https://doi.org/10.52202/068431-0781)**Xiaotong Yuan, Ping Li*46 citations*
202. **[Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset ↗](https://doi.org/10.52202/068431-2119)**Peter B. Henderson, Mark Krass, Lucia Zheng et al.*46 citations*
203. **[PyKT: A Python Library to Benchmark Deep Learning Based Knowledge Tracing Models ↗](https://doi.org/10.52202/068431-1347)**Zitao Liu, Qiongqiong Liu, Jiahao Chen et al.*46 citations*
204. **[Q-ViT: Accurate and Fully Quantized Low-Bit Vision Transformer ↗](https://doi.org/10.52202/068431-2496)**Yanjing Li, Sheng Xu, Baochang Zhang et al.*46 citations*
205. **[QUARK: Controllable Text Generation with Reinforced Unlearning](https://md.research.elamur.ai/free/en/papers/lu-2022-quark-controllable-text-generation-reinforced/)**Ximing Lu, Sean Welleck, Jack Hessel et al.*46 citations · our summary*
206. **[SwinTrack: A Simple and Strong Baseline for Transformer Tracking ↗](https://doi.org/10.52202/068431-1218)**Liting Lin, Heng Fan, Zhipeng Zhang et al.*46 citations*
207. **[Contrastive Learning as Goal-Conditioned Reinforcement Learning ↗](https://doi.org/10.52202/068431-2580)**Benjamin Eysenbach, Tianjun Zhang, Sergey Levine et al.*45 citations*
208. **[Dataset Distillation Using Neural Feature Regression ↗](https://doi.org/10.52202/068431-0713)**Yongchao Zhou, Ehsan Nezhadarya, Jimmy Ba*45 citations*
209. **[Expectation-Maximization Contrastive Learning for Compact Video-And-Language Representations ↗](https://doi.org/10.52202/068431-2196)**Peng Jin, Jinfa Huang, Fenglin Liu et al.*45 citations*
210. **[Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs ↗](https://doi.org/10.52202/068431-1346)**Cristian Bodnar, Francesco Di Giovanni, Benjamin Paul Chamberlain et al.*45 citations*
211. **[Pareto Set Learning for Expensive Multi-Objective Optimization ↗](https://doi.org/10.52202/068431-1398)**Xi Lin, Zhiyuan Yang, Xiaoyuan Zhang et al.*45 citations*
212. **[Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology ↗](https://doi.org/10.52202/068431-1504)**Syed Ashar Javed, Dinkar Juyal, Harshith Padigela et al.*44 citations*
213. **[TANGO: Text-Driven Photorealistic and Robust 3D Stylization Via Lighting Decomposition ↗](https://doi.org/10.52202/068431-2242)**Yongwei Chen, Chen Rui, Jiabao Lei et al.*44 citations*
214. **[DAGMA: Learning DAGs Via M-Matrices and a Log-Determinant Acyclicity Characterization ↗](https://doi.org/10.52202/068431-0598)**Kevin Bello, Bryon Aragam, Pradeep Ravikumar*43 citations*
215. **[Flare7K: A Phenomenological Nighttime Flare Removal Dataset ↗](https://doi.org/10.52202/068431-0284)**Yuekun Dai, Chongyi Li, Shangchen Zhou et al.*43 citations*
216. **[Mind Reader: Reconstructing Complex Images from Brain Activities ↗](https://doi.org/10.52202/068431-2148)**Sikun Lin, Thomas Sprague, Ambuj K Singh*43 citations*
217. **[P2P: Tuning Pre-Trained Image Models for Point Cloud Analysis with Point-To-Pixel Prompting ↗](https://doi.org/10.52202/068431-1046)**Ziyi Wang, Xumin Yu, Yongming Rao et al.*43 citations*
218. **[SAPA: Similarity-Aware Point Affiliation for Feature Upsampling ↗](https://doi.org/10.52202/068431-1519)**Hao Lu, Wenze Liu, Zixuan Ye et al.*43 citations*
219. **[Semi-Supervised Semantic Segmentation Via Gentle Teaching Assistant ↗](https://doi.org/10.52202/068431-0203)**Ying Jin, Jiaqi Wang, Dahua Lin*43 citations*
220. **[A Fast Post-Training Pruning Framework for Transformers ↗](https://doi.org/10.52202/068431-1750)**Woosuk Kwon, Sehoon Kim, Michael W. Mahoney et al.*42 citations*
221. **[Harmonizing the Object Recognition Strategies of Deep Neural Networks with Humans ↗](https://doi.org/10.52202/068431-0685)**Thomas Fel, Ivan F Rodriguez Rodriguez, Drew A. Linsley et al.*42 citations*
222. **[Is Out-Of-Distribution Detection Learnable? ↗](https://doi.org/10.52202/068431-2696)**Zhen Fang, Yixuan Li, Jie Lü et al.*42 citations*
223. **[MAtt: A Manifold Attention Network for EEG Decoding ↗](https://doi.org/10.52202/068431-2256)**Yue-Ting Pan, Jing-Lun Chou, Chun-Shu Wei*42 citations*
224. **[MaskPlace: Fast Chip Placement Via Reinforced Visual Representation Learning ↗](https://doi.org/10.52202/068431-1744)**Yao Lai, Yao Mu, Ping Luo*42 citations*
225. **[Rethinking Generalization in Few-Shot Classification ↗](https://doi.org/10.52202/068431-0259)**Markus Hiller, Rongkai Ma, Mehrtash Tafazzoli Harandi et al.*42 citations*
226. **[SAMURAI: Shape and Material from Unconstrained Real-World Arbitrary Image Collections ↗](https://doi.org/10.52202/068431-1914)**Mark Boss, Andreas Engelhardt, Abhishek Kar et al.*42 citations*
227. **[CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP ↗](https://doi.org/10.52202/068431-1487)**Andreas Fürst, Elisabeth Rumetshofer, Johannes Lehner et al.*41 citations*
228. **[Online Training Through Time for Spiking Neural Networks ↗](https://doi.org/10.52202/068431-1506)**Mingqing Xiao, Qingyan Meng, Zongpeng Zhang et al.*41 citations*
229. **[Recurrent Memory Transformer ↗](https://doi.org/10.52202/068431-0805)**Aydar Bulatov, Куратов Юрий Михайлович, Mikhail Burtsev*41 citations*
230. **[AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions ↗](https://doi.org/10.52202/068431-1705)**Florent Bonnet, Jocelyn Mazari, Paola Cinnella et al.*40 citations*
231. **[Capturing Failures of Large Language Models Via Human Cognitive Biases ↗](https://doi.org/10.52202/068431-0856)**Erik Jones, Jacob Steinhardt*40 citations*
232. **[General Cutting Planes for Bound-Propagation-Based Neural Network Verification ↗](https://doi.org/10.52202/068431-0121)**Huan Zhang, Shiqi Wang, Kaidi Xu et al.*40 citations*
233. **[ReCo: Retrieve and Co-Segment for Zero-Shot Transfer ↗](https://doi.org/10.52202/068431-2446)**Gyungin Shin, Weidi Xie, Samuel Albanie*40 citations*
234. **[S-Prompts Learning with Pre-Trained Transformers: An Occam’s Razor for Domain Incremental Learning ↗](https://doi.org/10.52202/068431-0411)**Yabin Wang, Zhiwu Huang, Xiaopeng Hong*40 citations*
235. **[SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles ↗](https://doi.org/10.52202/068431-1861)**Chejian Xu, Wenhao Ding, Weijie Lyu et al.*40 citations*
236. **[The Effects of Regularization and Data Augmentation Are Class Dependent ↗](https://doi.org/10.52202/068431-2745)**Randall Balestriero, Léon Bottou, Yann LeCun*40 citations*
237. **[Category-Level 6D Object Pose Estimation in the Wild: A Semi-Supervised Learning Approach and a New Dataset ↗](https://doi.org/10.52202/068431-1992)**Yang Fu, Xiaolong Wang*39 citations*
238. **[Compressible-Composable NeRF Via Rank-Residual Decomposition ↗](https://doi.org/10.52202/068431-1076)**Jiaxiang Tang, Xiaokang Chen, Jingbo Wang et al.*39 citations*
239. **[M3ViT: Mixture-Of-Experts Vision Transformer for Efficient Multi-Task Learning with Model-Accelerator Co-Design ↗](https://doi.org/10.52202/068431-2062)**Hanxue Liang, Zhiwen Fan, Rishov Sarkar et al.*39 citations*
240. **[Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization ↗](https://doi.org/10.52202/068431-0141)**Minsu Kim, Jinkyoo Park, Jinkyoo Park*39 citations*
241. **[Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning ↗](https://doi.org/10.52202/068431-0372)**Yuanpei Chen, Tianhao Wu, Shengjie Wang et al.*39 citations*
242. **[SAVi++: Towards End-To-End Object-Centric Learning from Real-World Videos ↗](https://doi.org/10.52202/068431-2098)**Gamaleldin F. Elsayed, Aravindh Mahendran, Sjoerd van Steenkiste et al.*38 citations*
243. **[Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post Hoc Explanations ↗](https://doi.org/10.52202/068431-0380)**Tessa Han, Suraj Srinivas, Himabindu Lakkaraju*38 citations*
244. **[Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations ↗](https://doi.org/10.52202/068431-2324)**Ivan Marisca, Andrea Cini, Cesare Alippi*37 citations*
245. **[Mildly Conservative Q-Learning for Offline Reinforcement Learning ↗](https://doi.org/10.52202/068431-0125)**Jiafei Lyu, Xiaoteng Ma, Xiu Li et al.*37 citations*
246. **[Quo Vadis: Is Trajectory Forecasting the Key Towards Long-Term Multi-Object Tracking? ↗](https://doi.org/10.52202/068431-1139)**Patrick Dendorfer, Vladimir Yugay, Aljoša Ošep et al.*37 citations*
247. **[RLIP: Relational Language-Image Pre-Training for Human-Object Interaction Detection ↗](https://doi.org/10.52202/068431-2712)**Hangjie Yuan, Jianwen Jiang, Samuel Albanie et al.*37 citations*
248. **[Retrieval-Augmented Diffusion Models ↗](https://doi.org/10.52202/068431-1114)**Andreas Blattmann, Robin Rombach, Kaan Oktay et al.*37 citations*
249. **[Unified Optimal Transport Framework for Universal Domain Adaptation ↗](https://doi.org/10.52202/068431-2140)**Wanxing Chang, Ye Shi, Hoang Duong Tuan et al.*37 citations*
250. **[CroCo: Self-Supervised Pre-Training for 3D Vision Tasks by Cross-View Completion ↗](https://doi.org/10.52202/068431-0253)**Philippe Weinzaepfel, Vincent Leroy, Thomas Lucas et al.*36 citations*
251. **[EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations ↗](https://doi.org/10.52202/068431-0999)**Ahmad Darkhalil, Dandan Shan, Bin Zhu et al.*36 citations*
252. **[Language Conditioned Spatial Relation Reasoning for 3D Object Grounding ↗](https://doi.org/10.52202/068431-1492)**Shizhe Chen, Pierre-Louis Guhur, Makarand Tapaswi et al.*36 citations*
253. **[NOMAD: Nonlinear Manifold Decoders for Operator Learning ↗](https://doi.org/10.52202/068431-0405)**Jacob H. Seidman, Georgios Kissas, Paris G. Perdikaris et al.*36 citations*
254. **[OTKGE: Multi-Modal Knowledge Graph Embeddings Via Optimal Transport ↗](https://doi.org/10.52202/068431-2833)**Zongsheng Cao, Qianqian Xu, Zhiyong Yang et al.*36 citations*
255. **[On Feature Learning in the Presence of Spurious Correlations ↗](https://doi.org/10.52202/068431-2791)**Pavel Izmailov, Polina Kirichenko, Nate Gruver et al.*36 citations*
256. **[Revisiting Neural Scaling Laws in Language and Vision ↗](https://doi.org/10.52202/068431-1620)**Ibrahim Alabdulmohsin, Behnam Neyshabur, Xiaohua Zhai*36 citations*
257. **[Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning ↗](https://doi.org/10.52202/068431-0009)**Dongze Lian, Daquan Zhou, Jiashi Feng et al.*36 citations*
258. **[Test Time Adaptation Via Conjugate Pseudo-Labels ↗](https://doi.org/10.52202/068431-0449)**Sachin Goyal, Mingjie Sun, Aditi Raghunathan et al.*36 citations*
259. **[Towards Efficient 3D Object Detection with Knowledge Distillation ↗](https://doi.org/10.52202/068431-1548)**Jihan Yang, Shaoshuai Shi, Runyu Ding et al.*36 citations*
260. **[Diagnosing Failures of Fairness Transfer Across Distribution Shift in Real-World Medical Settings ↗](https://doi.org/10.52202/068431-1403)**Jessica Schrouff, Natalie Harris, Sanmi Koyejo et al.*35 citations*
261. **[HUMUS-Net: Hybrid Unrolled Multi-Scale Network Architecture for Accelerated MRI Reconstruction ↗](https://doi.org/10.52202/068431-1835)**Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi*35 citations*
262. **[HyperTree Proof Search for Neural Theorem Proving](https://md.research.elamur.ai/free/en/papers/lample-2022-hypertree-proof-search-neural-theorem/)**Guillaume Lample, Timothée Lacroix, Marie-Anne Lachaux et al.*35 citations · our summary*
263. **[Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning ↗](https://doi.org/10.52202/068431-2756)**Yuchong Sun, Hongwei Xue, Ruihua Song et al.*35 citations*
264. **[PFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning ↗](https://doi.org/10.52202/068431-0679)**Daoyuan Chen, Dawei Gao, Weirui Kuang et al.*35 citations*
265. **[Compositional Generalization Through Abstract Representations in Human and Artificial Neural Networks ↗](https://doi.org/10.52202/068431-2335)**Takuya Ito, Tim Klinger, Douglas H. Schultz et al.*34 citations*
266. **[Deep Fourier Up-Sampling ↗](https://doi.org/10.52202/068431-1671)**Man Zhou, Hu Yu, Jie Huang et al.*34 citations*
267. **[Generating Long Videos of Dynamic Scenes ↗](https://doi.org/10.52202/068431-2303)**Tim Brooks, Janne Hellsten, Miika Aittala et al.*34 citations*
268. **[Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? ↗](https://doi.org/10.52202/068431-2753)**Yibo Yang, Shixiang Chen, Xiangtai Li et al.*34 citations*
269. **[LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning ↗](https://doi.org/10.52202/068431-0124)**Mingyu Yang, Jian Zhao, Xunhan Hu et al.*34 citations*
270. **[Model-Based Safe Deep Reinforcement Learning Via a Constrained Proximal Policy Optimization Algorithm ↗](https://doi.org/10.52202/068431-1774)**Ashish Kumar Jayant, Shalabh Bhatnagar*34 citations*
271. **[Open High-Resolution Satellite Imagery: The WorldStrat Dataset – with Application to Super-Resolution ↗](https://doi.org/10.52202/068431-1884)**Julien Cornebise, Ivan Oršolić, Freddie Kalaitzis*34 citations*
272. **[Reconstructing Training Data from Trained Neural Networks ↗](https://doi.org/10.52202/068431-1665)**Niv Haim, Gal Vardi, Gilad Yehudai et al.*34 citations*
273. **[Recovering Private Text in Federated Learning of Language Models ↗](https://doi.org/10.52202/068431-0590)**Samyak Gupta, Yangsibo Huang, Zexuan Zhong et al.*34 citations*
274. **[Root Cause Analysis of Failures in Microservices Through Causal Discovery ↗](https://doi.org/10.52202/068431-2259)**Azam Ikram, Sarthak Chakraborty, Mitra Subrata et al.*34 citations*
275. **[SoundSpaces 2.0: A Simulation Platform for Visual-Acoustic Learning ↗](https://doi.org/10.52202/068431-0647)**Changan Chen, Carl Schissler, Sanchit Garg et al.*34 citations*
276. **[Towards Understanding the Mixture-Of-Experts Layer in Deep Learning ↗](https://doi.org/10.52202/068431-1675)**Zixiang Chen, Yihe Deng, Yue Wu et al.*34 citations*
277. **[Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection ↗](https://doi.org/10.52202/068431-0962)**Yiming Li, Yang Bai, Yong Jiang et al.*34 citations*
278. **[Weakly-Supervised Multi-Granularity Map Learning for Vision-And-Language Navigation ↗](https://doi.org/10.52202/068431-2764)**Peihao Chen, Dongyu Ji, Kunyang Lin et al.*34 citations*
279. **[APT-36K: A Large-Scale Benchmark for Animal Pose Estimation and Tracking ↗](https://doi.org/10.52202/068431-1258)**Yuxiang Yang, Junjie Yang, Yufei Xu et al.*33 citations*
280. **[Accelerated Training of Physics-Informed Neural Networks (PINNs) Using Meshless Discretizations ↗](https://doi.org/10.52202/068431-0076)**Ramansh Sharma, Varun Shankar*33 citations*
281. **[Cross-Modal Learning for Image-Guided Point Cloud Shape Completion ↗](https://doi.org/10.52202/068431-2707)**Emanuele Aiello, Diego Valsesia, Enrico Magli*33 citations*
282. **[Singular Value Fine-Tuning: Few-Shot Segmentation Requires Few-Parameters Fine-Tuning ↗](https://doi.org/10.52202/068431-2717)**Yanpeng Sun, Qiang Chen, Xiangyu He et al.*33 citations*
283. **[Tenrec: A Large-Scale Multipurpose Benchmark Dataset for Recommender Systems ↗](https://doi.org/10.52202/068431-0834)**Guanghu Yuan, Fajie Yuan, Yudong Li et al.*33 citations*
284. **[Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation ↗](https://doi.org/10.52202/068431-1167)**Jinlong Li, Zequn Jie, Xu Wang et al.*32 citations*
285. **[Fine-Grained Semantically Aligned Vision-Language Pre-Training ↗](https://doi.org/10.52202/068431-0529)**Juncheng Li, Xin He, Longhui Wei et al.*32 citations*
286. **[Green Hierarchical Vision Transformer for Masked Image Modeling ↗](https://doi.org/10.52202/068431-1454)**Lang Huang, Shan You, Mingkai Zheng et al.*32 citations*
287. **[Inception Transformer ↗](https://doi.org/10.52202/068431-1707)**Chenyang Si, Weihao Yu, Pan Zhou et al.*32 citations*
288. **[LION: Latent Point Diffusion Models for 3D Shape Generation ↗](https://doi.org/10.52202/068431-0728)**Xiaohui Zeng, Arash Vahdat, Francis Williams et al.*32 citations*
289. **[Learning Neural Acoustic Fields ↗](https://doi.org/10.52202/068431-0229)**Andrew Luo, Yilun Du, Michael J. Tarr et al.*32 citations*
290. **[Museformer: Transformer with Fine- And Coarse-Grained Attention for Music Generation ↗](https://doi.org/10.52202/068431-0101)**Botao Yu, Tie‐Yan Liu, Rui Wang et al.*32 citations*
291. **[Patching Open-Vocabulary Models by Interpolating Weights ↗](https://doi.org/10.52202/068431-2122)**Gabriel Ilharco, Mitchell Wortsman, Samir Yitzhak Gadre et al.*32 citations*
292. **[SKFlow: Learning Optical Flow with Super Kernels ↗](https://doi.org/10.52202/068431-0822)**Shangkun Sun, Yuanqi Chen, Yu Zhu et al.*32 citations*
293. **[Simulation-Guided Beam Search for Neural Combinatorial Optimization ↗](https://doi.org/10.52202/068431-0637)**Jinho Choo, Yeong-Dae Kwon, Ji Hoon Kim et al.*32 citations*
294. **[Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs ↗](https://doi.org/10.52202/068431-0193)**Jinguo Zhu, Xizhou Zhu, Wenhai Wang et al.*32 citations*
295. **[BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis ↗](https://doi.org/10.52202/068431-1721)**Yichong Leng, Zehua Chen, Junliang Guo et al.*31 citations*
296. **[Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation ↗](https://doi.org/10.52202/068431-2164)**Rui Min, Yanbo Fan, Yi Liu et al.*31 citations*
297. **[DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-Training for Open-World Detection ↗](https://doi.org/10.52202/068431-0663)**Lewei Yao, Jianhua Han, Youpeng Wen et al.*31 citations*
298. **[Divert More Attention to Vision-Language Tracking ↗](https://doi.org/10.52202/068431-0321)**Mingzhe Guo, Zhipeng Zhang, Heng Fan et al.*31 citations*
299. **[HUMANISE: Language-Conditioned Human Motion Generation in 3D Scenes ↗](https://doi.org/10.52202/068431-1088)**Zan Wang, Yixin Chen, Tengyu Liu et al.*31 citations*
300. **[Improved Feature Distillation Via Projector Ensemble ↗](https://doi.org/10.52202/068431-0878)**Yudong Chen, Sen Wang, Jiajun Liu et al.*31 citations*

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