---
title: "NeurIPS 2022 — all accepted papers, page 5 — the most cited first"
description: "All 2,834 papers of NeurIPS 2022 · page 5 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 5 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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401. **[EgoTaskQA: Understanding Human Tasks in Egocentric Videos ↗](https://doi.org/10.52202/068431-0242)**Baoxiong Jia, Ting Lei, Song Chun Zhu et al.*23 citations*
402. **[Error Correction Code Transformer ↗](https://doi.org/10.52202/068431-2804)**Yoni Choukroun, Lior Wolf*23 citations*
403. **[Exploring Example Influence in Continual Learning ↗](https://doi.org/10.52202/068431-1963)**Qing Yong Sun, Fan Lyu, Fanhua Shang et al.*23 citations*
404. **[LASSIE: Learning Articulated Shapes from Sparse Image Ensemble Via 3D Part Discovery ↗](https://doi.org/10.52202/068431-1113)**Chun-Han Yao, Wei-Chih Hung, Yuanzhen Li et al.*23 citations*
405. **[Learning Best Combination for Efficient N:M Sparsity ↗](https://doi.org/10.52202/068431-0069)**Yuxin Zhang, Mingbao Lin, Ke Li et al.*23 citations*
406. **[Learning to Branch with Tree MDPs ↗](https://doi.org/10.52202/068431-1345)**Lara Scavuzzo, Feng Chen, Didier Chételat et al.*23 citations*
407. **[Molecule Generation by Principal Subgraph Mining and Assembling ↗](https://doi.org/10.52202/068431-0185)**Xiangzhe Kong, Wenbing Huang, Zhixing Tan et al.*23 citations*
408. **[Multi-Scale Adaptive Network for Single Image Denoising ↗](https://doi.org/10.52202/068431-1025)**Yuanbiao Gou, Peng Fei Hu, Jiancheng Lv et al.*23 citations*
409. **[OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression ↗](https://doi.org/10.52202/068431-2559)**Wanhua Li, Xiaoke Huang, Zheng Zhu et al.*23 citations*
410. **[Peripheral Vision Transformer ↗](https://doi.org/10.52202/068431-2326)**Juhong Min, Yucheng Zhao, Chong Luo et al.*23 citations*
411. **[Semantic Probabilistic Layers for Neuro-Symbolic Learning ↗](https://doi.org/10.52202/068431-2171)**Kareem Ahmed, Stefano Teso, Kaiwei CHANG et al.*23 citations*
412. **[Semi-Supervised Vision Transformers at Scale ↗](https://doi.org/10.52202/068431-1863)**Zhaowei Cai, Avinash Ravichandran, Paolo Favaro et al.*23 citations*
413. **[Sharpness-Aware Training for Free ↗](https://doi.org/10.52202/068431-1703)**Jiawei Du, Daquan Zhou, Jiashi Feng et al.*23 citations*
414. **[Towards Learning Universal Hyperparameter Optimizers with Transformers ↗](https://doi.org/10.52202/068431-2323)**Yutian Chen, Xingyou Song, Chansoo Lee et al.*23 citations*
415. **[Training Spiking Neural Networks with Local Tandem Learning ↗](https://doi.org/10.52202/068431-0920)**Qu Yang, Jibin Wu, Malu Zhang et al.*23 citations*
416. **[Uncovering the Structural Fairness in Graph Contrastive Learning ↗](https://doi.org/10.52202/068431-2352)**Ruijia Wang, Xiao Wang, Chuan Shi et al.*23 citations*
417. **[WT-MVSNet: Window-Based Transformers for Multi-View Stereo ↗](https://doi.org/10.52202/068431-0623)**Jinli Liao, Yikang Ding, Yoli Shavit et al.*23 citations*
418. **[xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery ↗](https://doi.org/10.52202/068431-2726)**Fernando S. Paolo, Tsu-ting Tim Lin, Ritwik Gupta et al.*23 citations*
419. **[Bayesian Optimization Over Discrete and Mixed Spaces Via Probabilistic Reparameterization ↗](https://doi.org/10.52202/068431-0927)**Samuel Daulton, Xingchen Wan, David Eriksson et al.*22 citations*
420. **[Boosting Out-Of-Distribution Detection with Typical Features ↗](https://doi.org/10.52202/068431-1509)**Yao Zhu, Yuefeng Chen, Chuanlong Xie et al.*22 citations*
421. **[Deep Ensembles Work, but Are They Necessary? ↗](https://doi.org/10.52202/068431-2438)**Taiga Abe, Estefany Kelly Buchanan, Geoff Pleiss et al.*22 citations*
422. **[EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks ↗](https://doi.org/10.52202/068431-0339)**Runlin Lei, Zhen Wang, Yaliang Li et al.*22 citations*
423. **[Incorporating Bias-Aware Margins into Contrastive Loss for Collaborative Filtering ↗](https://doi.org/10.52202/068431-0571)**An Zhang, Wenchang Ma, Xiang Wang et al.*22 citations*
424. **[Mask Matching Transformer for Few-Shot Segmentation ↗](https://doi.org/10.52202/068431-0060)**Siyu Jiao, Gengwei Zhang, Shant Navasardyan et al.*22 citations*
425. **[Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees ↗](https://doi.org/10.52202/068431-2111)**Ruikun Zhou, Thanin Quartz, Hans De Sterck et al.*22 citations*
426. **[Neural Surface Reconstruction of Dynamic Scenes with Monocular RGB-D Camera ↗](https://doi.org/10.52202/068431-0071)**Hongrui Cai, Wanquan Feng, Xuetao Feng et al.*22 citations*
427. **[On the Difficulty of Learning Chaotic Dynamics with RNNs ↗](https://doi.org/10.52202/068431-0821)**Jonas M. Mikhaeil, Zahra Monfared, Daniel Durstewitz*22 citations*
428. **[Perceptual Attacks of No-Reference Image Quality Models with Human-In-The-Loop ↗](https://doi.org/10.52202/068431-0211)**Weixia Zhang, Dingquan Li, Xiongkuo Min et al.*22 citations*
429. **[Reinforcement Learning with Neural Radiance Fields ↗](https://doi.org/10.52202/068431-1232)**Danny Driess, Ingmar Schubert, Pete Florence et al.*22 citations*
430. **[Rethinking the Compositionality of Point Clouds Through Regularization in the Hyperbolic Space ↗](https://doi.org/10.52202/068431-2445)**Antonio Montanaro, Diego Valsesia, Enrico Magli*22 citations*
431. **[Revisiting Sparse Convolutional Model for Visual Recognition ↗](https://doi.org/10.52202/068431-0762)**Xili Dai, Mingyang Li, Pengyuan Zhai et al.*22 citations*
432. **[SCAMPS: Synthetics for Camera Measurement of Physiological Signals ↗](https://doi.org/10.52202/068431-0271)**Daniel McDuff, Miah Wander, Xin Liu et al.*22 citations*
433. **[Spatial Pruned Sparse Convolution for Efficient 3D Object Detection ↗](https://doi.org/10.52202/068431-0488)**Jianhui Liu, Yukang Chen, Xiaojuan Qi et al.*22 citations*
434. **[Variational Model Perturbation for Source-Free Domain Adaptation ↗](https://doi.org/10.52202/068431-1249)**Mengmeng Jing, Xiantong Zhen, Jingjing Li et al.*22 citations*
435. **[Active Learning Through a Covering Lens ↗](https://doi.org/10.52202/068431-1624)**Ofer Yehuda, Avihu Dekel, Guy Hacohen et al.*21 citations*
436. **[DDXPlus: A New Dataset for Automatic Medical Diagnosis ↗](https://doi.org/10.52202/068431-2270)**Arsène Fansi Tchango, Rishab Goel, Zhi Wen et al.*21 citations*
437. **[DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection ↗](https://doi.org/10.52202/068431-1654)**Xuanwen Huang, Yang Yang, Yang Wang et al.*21 citations*
438. **[Diffusion-Based Molecule Generation with Informative Prior Bridges ↗](https://doi.org/10.52202/068431-2647)**Lemeng Wu, Chengyue Gong, Xingchao Liu et al.*21 citations*
439. **[Embodied Scene-Aware Human Pose Estimation ↗](https://doi.org/10.52202/068431-0494)**Zhengyi Luo, Shun Iwase, Ye Yuan et al.*21 citations*
440. **[End-To-End Symbolic Regression with Transformers ↗](https://doi.org/10.52202/068431-0746)**Pierre-Alexandre Kamienny, Stéphane d’Ascoli, Guillaume Lample et al.*21 citations*
441. **[Few-Shot Audio-Visual Learning of Environment Acoustics ↗](https://doi.org/10.52202/068431-0183)**Sagnik Majumder, Changan Chen, Ziad Al-Halah et al.*21 citations*
442. **[Iron: Private Inference on Transformers ↗](https://doi.org/10.52202/068431-1143)**Meng Hao, Hongwei Li, Hanxiao Chen et al.*21 citations*
443. **[Learning from Future: A Novel Self-Training Framework for Semantic Segmentation ↗](https://doi.org/10.52202/068431-0343)**Ye Du, Yujun Shen, Haochen Wang et al.*21 citations*
444. **[Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-Of-Experts ↗](https://doi.org/10.52202/068431-1616)**Tao Zhong, Zhixiang Chi, Li Gu et al.*21 citations*
445. **[MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge ↗](https://doi.org/10.52202/068431-1333)**Linxi Fan, Guanzhi Wang, Yunfan Jiang et al.*21 citations*
446. **[Mix and Reason: Reasoning Over Semantic Topology with Data Mixing for Domain Generalization ↗](https://doi.org/10.52202/068431-2413)**Chaoqi Chen, Luyao TANG, Feng Liu et al.*21 citations*
447. **[Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities ↗](https://doi.org/10.52202/068431-0956)**Zejiang Shen, Kyle Lo, Lauren Yu et al.*21 citations*
448. **[Not Too Little, Not Too Much: A Theoretical Analysis of Graph (over)smoothing ↗](https://doi.org/10.52202/068431-0165)**Nicolas Keriven*21 citations*
449. **[On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning ↗](https://doi.org/10.52202/068431-2311)**Lorenzo Bonicelli, Matteo Boschini, Angelo Porrello et al.*21 citations*
450. **[Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning ↗](https://doi.org/10.52202/068431-0946)**Zhecheng Yuan, Zhengrong Xue, Bo Yuan et al.*21 citations*
451. **[Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum ↗](https://doi.org/10.52202/068431-0215)**Nian Liu, Xiao Wang, Deyu Bo et al.*21 citations*
452. **[Semantic Exploration from Language Abstractions and Pretrained Representations ↗](https://doi.org/10.52202/068431-1840)**Allison C. Tam, Neil C. Rabinowitz, Andrew K. Lampinen et al.*21 citations*
453. **[Supervised Training of Conditional Monge Maps ↗](https://doi.org/10.52202/068431-0497)**Charlotte Bunne, Andreas Krause, Marco Cuturi*21 citations*
454. **[Tensor Program Optimization with Probabilistic Programs ↗](https://doi.org/10.52202/068431-2593)**Junru Shao, Xiyou Zhou, Siyuan Feng et al.*21 citations*
455. **[Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval ↗](https://doi.org/10.52202/068431-2801)**Chengzhi Lin, Ancong Wu, Junwei Liang et al.*21 citations*
456. **[ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints ↗](https://doi.org/10.52202/068431-2666)**Yinpeng Dong, Shouwei Ruan, Hang Su et al.*21 citations*
457. **[CASA: Category-Agnostic Skeletal Animal Reconstruction ↗](https://doi.org/10.52202/068431-2070)**Yuefan Wu, Zeyuan Chen, Shaowei Liu et al.*20 citations*
458. **[CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference ↗](https://doi.org/10.52202/068431-2731)**Ran Ran, Wei Wang, Gang Quan et al.*20 citations*
459. **[Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models ↗](https://doi.org/10.52202/068431-2595)**Boxin Wang, Wei Ping, Chaowei Xiao et al.*20 citations*
460. **[GOOD: A Graph Out-Of-Distribution Benchmark ↗](https://doi.org/10.52202/068431-0150)**Shurui Gui, Xiner Li, Limei Wang et al.*20 citations*
461. **[Grow and Merge: A Unified Framework for Continuous Categories Discovery ↗](https://doi.org/10.52202/068431-1991)**Xinwei Zhang, Jianwen Jiang, Yutong Feng et al.*20 citations*
462. **[If Influence Functions Are the Answer, Then What is the Question? ↗](https://doi.org/10.52202/068431-1305)**Juhan Bae, Nathan Ng, Alston Lo et al.*20 citations*
463. **[Improving Intrinsic Exploration with Language Abstractions ↗](https://doi.org/10.52202/068431-2460)**Jesse Mu, Victor Zhong, Roberta Răileanu et al.*20 citations*
464. **[In Defense of the Unitary Scalarization for Deep Multi-Task Learning ↗](https://doi.org/10.52202/068431-0884)**Vitaly Kurin, Alessandro De Palma, Ilya Kostrikov et al.*20 citations*
465. **[Iterative Scene Graph Generation ↗](https://doi.org/10.52202/068431-1764)**Siddhesh Khandelwal, Leonid Sigal*20 citations*
466. **[Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation ↗](https://doi.org/10.52202/068431-1977)**Yixiong Zou, Shanghang Zhang, Yuhua Li et al.*20 citations*
467. **[NeMF: Neural Motion Fields for Kinematic Animation ↗](https://doi.org/10.52202/068431-0307)**Chengan He, Jun Saito, James Zachary et al.*20 citations*
468. **[RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning ↗](https://doi.org/10.52202/068431-1170)**Marc P. Rigter, Bruno Lacerda, Nick Hawes*20 citations*
469. **[Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space ↗](https://doi.org/10.52202/068431-2297)**Yunbum Kook, Yin-Tat Lee, Ruoqi Shen et al.*20 citations*
470. **[TVLT: Textless Vision-Language Transformer ↗](https://doi.org/10.52202/068431-0699)**Zineng Tang, Jaemin Cho, Yixin Nie et al.*20 citations*
471. **[Trajectory Balance: Improved Credit Assignment in GFlowNets ↗](https://doi.org/10.52202/068431-0431)**Nikolay Malkin, Moksh Jain, Emmanuel Bengio et al.*20 citations*
472. **[Weakly Supervised Causal Representation Learning ↗](https://doi.org/10.52202/068431-2776)**Johann Brehmer, Pim de Haan, Phillip Lippe et al.*20 citations*
473. **[WeightedSHAP: Analyzing and Improving Shapley Based Feature Attributions ↗](https://doi.org/10.52202/068431-2490)**Yongchan Kwon, James Zou*20 citations*
474. **[ZIN: When and How to Learn Invariance Without Environment Partition? ↗](https://doi.org/10.52202/068431-1781)**Yong Lin, Shengyu Zhu, Lu Tan et al.*20 citations*
475. **[A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction ↗](https://doi.org/10.52202/068431-2358)**Wonseok Hwang, Dongjun Lee, Kyoungyeon Cho et al.*19 citations*
476. **[ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection ↗](https://doi.org/10.52202/068431-0843)**Huiping Zhuang, Zhenyu Weng, Hongxin Wei et al.*19 citations*
477. **[Breaking Bad: A Dataset for Geometric Fracture and Reassembly ↗](https://doi.org/10.52202/068431-2818)**Silvia Sellán, Yunchun Chen, Ziyi Wu et al.*19 citations*
478. **[C-Mixup: Improving Generalization in Regression ↗](https://doi.org/10.52202/068431-0243)**Huaxiu Yao, Yiping Wang, Linjun Zhang et al.*19 citations*
479. **[Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields ↗](https://doi.org/10.52202/068431-1188)**Keqiang Sun, Shangzhe Wu, Zhaoyang Huang et al.*19 citations*
480. **[Deep Hierarchical Planning from Pixels ↗](https://doi.org/10.52202/068431-1892)**Danijar Hafner, Kuang-Huei Lee, Ian Fischer et al.*19 citations*
481. **[Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation ↗](https://doi.org/10.52202/068431-1099)**Lin Chen, Zhixiang Wei, Xin Jin et al.*19 citations*
482. **[FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning ↗](https://doi.org/10.52202/068431-0570)**Tao Qi, Fangzhao Wu, Chuhan Wu et al.*19 citations*
483. **[HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces ↗](https://doi.org/10.52202/068431-0305)**Qing Li, Yu-Shen Liu, Jin-San Cheng et al.*19 citations*
484. **[Learning Generalizable Models for Vehicle Routing Problems Via Knowledge Distillation ↗](https://doi.org/10.52202/068431-2264)**Jieyi Bi, Yining Ma, Jiahai Wang et al.*19 citations*
485. **[Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach ↗](https://doi.org/10.52202/068431-2244)**Peng Mi, Li Shen, Tianhe Ren et al.*19 citations*
486. **[Meta-Auto-Decoder for Solving Parametric Partial Differential Equations ↗](https://doi.org/10.52202/068431-1702)**Xiang Huang, Zhanhong Ye, Hongsheng Liu et al.*19 citations*
487. **[NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies ↗](https://doi.org/10.52202/068431-2033)**Arjun Krishnakumar, Colin White, Arber Zela et al.*19 citations*
488. **[Non-Identifiability and the Blessings of Misspecification in Models of Molecular Fitness ↗](https://doi.org/10.52202/068431-0396)**Eli N. Weinstein, Alan Amin, Jonathan Frazer et al.*19 citations*
489. **[Parameter-Free Dynamic Graph Embedding for Link Prediction ↗](https://doi.org/10.52202/068431-2003)**Jiahao Liu, Dongsheng Li, Hansu Gu et al.*19 citations*
490. **[Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks ↗](https://doi.org/10.52202/068431-2673)**Yen‐Cheng Liu, Chih‐Yao Ma, Junjiao Tian et al.*19 citations*
491. **[Probable Domain Generalization Via Quantile Risk Minimization ↗](https://doi.org/10.52202/068431-1261)**Cian Eastwood, Alexander Robey, Shashank Singh et al.*19 citations*
492. **[Quantized Training of Gradient Boosting Decision Trees ↗](https://doi.org/10.52202/068431-1367)**Yu Shi, Guolin Ke, Zhuoming Chen et al.*19 citations*
493. **[Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks ↗](https://doi.org/10.52202/068431-2336)**Blake Bordelon, Cengiz Pehlevan*19 citations*
494. **[Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data ↗](https://doi.org/10.52202/068431-1545)**Armin W. Thomas, Christopher Ré, Russell Alan Poldrack*19 citations*
495. **[Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch ↗](https://doi.org/10.52202/068431-1393)**Hossein Souri, Liam H Fowl, Rama Chellappa et al.*19 citations*
496. **[The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models ↗](https://doi.org/10.52202/068431-1939)**Conglong Li, Minjia Zhang, Yuxiong He*19 citations*
497. **[Unsupervised Cross-Task Generalization Via Retrieval Augmentation ↗](https://doi.org/10.52202/068431-1599)**Bill Yuchen Lin, Kangmin Tan, Chris Miller et al.*19 citations*
498. **[mRI: Multi-Modal 3D Human Pose Estimation Dataset Using mmWave, RGB-D, and Inertial Sensors ↗](https://doi.org/10.52202/068431-1988)**Sizhe An, Yin Li, Umit Yusuf Ogras*19 citations*
499. **[u-HuBERT: Unified Mixed-Modal Speech Pretraining and Zero-Shot Transfer to Unlabeled Modality ↗](https://doi.org/10.52202/068431-1538)**Wei-Ning Hsu, Bowen Shi*19 citations*
500. **[A Closer Look at Prototype Classifier for Few-Shot Image Classification ↗](https://doi.org/10.52202/068431-1868)**Mingcheng Hou, Issei Sato*18 citations*

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