---
title: "NeurIPS 2022 — all accepted papers, page 6 — the most cited first"
description: "All 2,834 papers of NeurIPS 2022 · page 6 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 6 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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501. **[A Unified Analysis of Federated Learning with Arbitrary Client Participation ↗](https://doi.org/10.52202/068431-1390)**Shiqiang Wang, Mingyue Ji*18 citations*
502. **[AdaFocal: Calibration-Aware Adaptive Focal Loss ↗](https://doi.org/10.52202/068431-0116)**Arindam Ghosh, Thomas Schaaf, Matthew R. Gormley*18 citations*
503. **[Contrastive Adapters for Foundation Model Group Robustness ↗](https://doi.org/10.52202/068431-1576)**Michael Zhang, Christopher Ré*18 citations*
504. **[DC-BENCH: Dataset Condensation Benchmark ↗](https://doi.org/10.52202/068431-0059)**Justin Cui, Ruochen Wang, Si Si et al.*18 citations*
505. **[Discovered Policy Optimisation ↗](https://doi.org/10.52202/068431-1197)**Chris Lu, Jakub Kuba, Alistair Letcher et al.*18 citations*
506. **[Efficient Coding, Channel Capacity, and the Emergence of Retinal Mosaics ↗](https://doi.org/10.52202/068431-2341)**Na Young Jun, Greg D. Field, John Pearson*18 citations*
507. **[FiLM-Ensemble: Probabilistic Deep Learning Via Feature-Wise Linear Modulation ↗](https://doi.org/10.52202/068431-1615)**Mehmet Özgür Türkoglu, Alexander Becker, Hüseyin Anil Gündüz et al.*18 citations*
508. **[GREED: A Neural Framework for Learning Graph Distance Functions ↗](https://doi.org/10.52202/068431-1636)**Rishabh Ranjan, Siddharth Grover, Sourav Medya et al.*18 citations*
509. **[Is a Modular Architecture Enough? ↗](https://doi.org/10.52202/068431-2084)**Sarthak Mittal, Yoshua Bengio, Guillaume Lajoie*18 citations*
510. **[Isometric 3D Adversarial Examples in the Physical World ↗](https://doi.org/10.52202/068431-1433)**Yibo Miao, Yinpeng Dong, Jun Zhu et al.*18 citations*
511. **[Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network ↗](https://doi.org/10.52202/068431-2160)**Ravinder Bhattoo, Sayan Ranu, N M Anoop Krishnan*18 citations*
512. **[Learning Debiased Classifier with Biased Committee ↗](https://doi.org/10.52202/068431-1337)**Nayeong Kim, Sehyun Hwang, Sungsoo Ahn et al.*18 citations*
513. **[MCMAE: Masked Convolution Meets Masked Autoencoders ↗](https://doi.org/10.52202/068431-2582)**Peng Gao, Teli Ma, Hongsheng Li et al.*18 citations*
514. **[NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation ↗](https://doi.org/10.52202/068431-1063)**Jiaqi Gu, Zhengqi Gao, Chenghao Feng et al.*18 citations*
515. **[On Learning Fairness and Accuracy on Multiple Subgroups ↗](https://doi.org/10.52202/068431-2473)**Changjian Shui, Gezheng Xu, Qi Chen et al.*18 citations*
516. **[Perturbation Learning Based Anomaly Detection ↗](https://doi.org/10.52202/068431-1041)**Jinyu Cai, Jicong Fan*18 citations*
517. **[Riemannian Diffusion Models ↗](https://doi.org/10.52202/068431-0199)**Chin-Wei Huang, Milad Aghajohari, Avishek Joey Bose et al.*18 citations*
518. **[Riemannian Score-Based Generative Modelling ↗](https://doi.org/10.52202/068431-0175)**Valentin De Bortoli, Émile Mathieu, Michael Hutchinson et al.*18 citations*
519. **[Signal Processing for Implicit Neural Representations ↗](https://doi.org/10.52202/068431-0975)**Dejia Xu, Peihao Wang, Yifan Jiang et al.*18 citations*
520. **[Towards Improving Faithfulness in Abstractive Summarization ↗](https://doi.org/10.52202/068431-1780)**Xiuying Chen, Mingzhe Li, Xin Gao et al.*18 citations*
521. **[Uncalibrated Models Can Improve Human-AI Collaboration ↗](https://doi.org/10.52202/068431-0289)**Kailas Vodrahalli, Tobias Gerstenberg, James Zou*18 citations*
522. **[Understanding and Improving Robustness of Vision Transformers Through Patch-Based Negative Augmentation ↗](https://doi.org/10.52202/068431-1184)**Yao Qin, Chiyuan Zhang, Ting Chen et al.*18 citations*
523. **[Unsupervised Representation Learning from Pre-Trained Diffusion Probabilistic Models ↗](https://doi.org/10.52202/068431-1607)**Zijian Zhang, Zhou Li Zhao, Zhijie Lin*18 citations*
524. **[What Makes a "Good" Data Augmentation in Knowledge Distillation - A Statistical Perspective ↗](https://doi.org/10.52202/068431-0978)**Huan Wang, Suhas Lohit, Michael Jones et al.*18 citations*
525. **[A Unified Framework for Deep Symbolic Regression ↗](https://doi.org/10.52202/068431-2463)**Mikel Landajuela, Chak Shing Lee, Jiachen Yang et al.*17 citations*
526. **[AnimeSR: Learning Real-World Super-Resolution Models for Animation Videos ↗](https://doi.org/10.52202/068431-0817)**Yanze Wu, Xintao Wang, Gen Li et al.*17 citations*
527. **[Beyond Spectral Gap: The Role of the Topology in Decentralized Learning ↗](https://doi.org/10.52202/068431-1094)**Thijs Vogels, Hadrien Hendrikx, Martin Jaggi*17 citations*
528. **[Bootstrapped Transformer for Offline Reinforcement Learning ↗](https://doi.org/10.52202/068431-2518)**Kerong Wang, Hanye Zhao, Xufang Luo et al.*17 citations*
529. **[Do Current Multi-Task Optimization Methods in Deep Learning Even Help? ↗](https://doi.org/10.52202/068431-0988)**Derrick Xin, Behrooz Ghorbani, Justin Gilmer et al.*17 citations*
530. **[Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving ↗](https://doi.org/10.52202/068431-1428)**Xiwen Liang, Yangxin Wu, Jianhua Han et al.*17 citations*
531. **[Efficient Knowledge Distillation from Model Checkpoints ↗](https://doi.org/10.52202/068431-0044)**Wang Chaofei, Qisen Yang, Rui Huang et al.*17 citations*
532. **[Efficient and Modular Implicit Differentiation ↗](https://doi.org/10.52202/068431-0378)**Mathieu Blondel, Quentin Berthet, Marco Cuturi et al.*17 citations*
533. **[Exploration Via Elliptical Episodic Bonuses ↗](https://doi.org/10.52202/068431-2728)**Mikael Henaff, Roberta Răileanu, Minqi Jiang et al.*17 citations*
534. **[HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks ↗](https://doi.org/10.52202/068431-2133)**Aibek Alanov, Vadim Titov, Dmitry Vetrov*17 citations*
535. **[Learning Causally Invariant Representations for Out-Of-Distribution Generalization on Graphs ↗](https://doi.org/10.52202/068431-1608)**Yongqiang Chen, Yonggang Zhang, Yatao Bian et al.*17 citations*
536. **[Learning to Configure Computer Networks with Neural Algorithmic Reasoning ↗](https://doi.org/10.52202/068431-0053)**Luca Beurer-Kellner, Martin Vechev, Laurent Vanbever et al.*17 citations*
537. **[Neural Conservation Laws: A Divergence-Free Perspective ↗](https://doi.org/10.52202/068431-2759)**Jack Richter-Powell, Yaron Lipman, Ricky T. Q. Chen*17 citations*
538. **[Optimizing Relevance Maps of Vision Transformers Improves Robustness ↗](https://doi.org/10.52202/068431-2436)**Hila Chefer, Idan Schwartz, Lior Wolf*17 citations*
539. **[PerfectDou: Dominating DouDizhu with Perfect Information Distillation ↗](https://doi.org/10.52202/068431-2533)**Guan Yang, Minghuan Liu, Weijun Hong et al.*17 citations*
540. **[Power and Limitations of Single-Qubit Native Quantum Neural Networks ↗](https://doi.org/10.52202/068431-2017)**Zhan Yu, Hongshun Yao, Mujin Li et al.*17 citations*
541. **[Provably Expressive Temporal Graph Networks ↗](https://doi.org/10.52202/068431-2337)**Amauri Souza, Diego Mesquita, Samuel Kaski et al.*17 citations*
542. **[Segmenting Moving Objects Via an Object-Centric Layered Representation ↗](https://doi.org/10.52202/068431-2032)**Junyu Xie, Weidi Xie, Andrew Zisserman*17 citations*
543. **[Self-Supervised Learning Via Maximum Entropy Coding ↗](https://doi.org/10.52202/068431-2471)**Xin Liu, Zhongdao Wang, Ya-Li Li et al.*17 citations*
544. **[Unpacking Reward Shaping: Understanding the Benefits of Reward Engineering on Sample Complexity ↗](https://doi.org/10.52202/068431-1112)**Abhishek Gupta, Aldo Pacchiano, Yuexiang Zhai et al.*17 citations*
545. **[VLMbench: A Compositional Benchmark for Vision-And-Language Manipulation ↗](https://doi.org/10.52202/068431-0048)**Kaizhi Zheng, Xiaotong Chen, Odest Chadwicke Jenkins et al.*17 citations*
546. **[What Makes Graph Neural Networks Miscalibrated? ↗](https://doi.org/10.52202/068431-1001)**Hans Hao-Hsun Hsu, Yuesong Shen, Christian Tomani et al.*17 citations*
547. **[ALMA: Hierarchical Learning for Composite Multi-Agent Tasks ↗](https://doi.org/10.52202/068431-0519)**Shariq Iqbal, Robby Costales, Fei Sha*16 citations*
548. **[Active Learning Helps Pretrained Models Learn the Intended Task ↗](https://doi.org/10.52202/068431-2040)**Alex Tamkin, Dat Nguyen, Salil Deshpande et al.*16 citations*
549. **[Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport ↗](https://doi.org/10.52202/068431-0507)**Dandan Guo, Long Tian, He Zhao et al.*16 citations*
550. **[Addressing Leakage in Concept Bottleneck Models ↗](https://doi.org/10.52202/068431-1699)**Marton Havasi, Sonali Parbhoo, Finale Doshi‐Velez*16 citations*
551. **[Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks ↗](https://doi.org/10.52202/068431-2650)**Jiyang Guan, Jian Liang, Ran He*16 citations*
552. **[Automatic Differentiation of Programs with Discrete Randomness ↗](https://doi.org/10.52202/068431-0758)**Gaurav Arya, Moritz Schauer, Frank Schäfer et al.*16 citations*
553. **[Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer ↗](https://doi.org/10.52202/068431-1176)**Sen Lin, Li Yang, Deliang Fan et al.*16 citations*
554. **[DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data ↗](https://doi.org/10.52202/068431-2304)**Tiantian Fang, Ruoyu Sun, Alexander Gerhard Schwing*16 citations*
555. **[EcoFormer: Energy-Saving Attention with Linear Complexity ↗](https://doi.org/10.52202/068431-0748)**Jing Liu, Zizheng Pan, Haoyu He et al.*16 citations*
556. **[Efficient and Effective Augmentation Strategy for Adversarial Training ↗](https://doi.org/10.52202/068431-0109)**Sravanti Addepalli, Samyak Jain, Venkatesh Babu R*16 citations*
557. **[Embracing Consistency: A One-Stage Approach for Spatio-Temporal Video Grounding ↗](https://doi.org/10.52202/068431-2117)**Yang Jin, Yongzhi Li, Zehuan Yuan et al.*16 citations*
558. **[EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine ↗](https://doi.org/10.52202/068431-1628)**Jiayi Weng, Min Lin, Shengyi Huang et al.*16 citations*
559. **[FNeVR: Neural Volume Rendering for Face Animation ↗](https://doi.org/10.52202/068431-1631)**Bohan Zeng, Hong Li, Hong Li et al.*16 citations*
560. **[FOF: Learning Fourier Occupancy Field for Monocular Real-Time Human Reconstruction ↗](https://doi.org/10.52202/068431-0537)**Qiao Feng, Yebin Liu, Kun Li et al.*16 citations*
561. **[Fault-Aware Neural Code Rankers ↗](https://doi.org/10.52202/068431-0976)**Jeevana Priya Inala, Chenglong Wang, Mei Yang et al.*16 citations*
562. **[Few-Shot Image Generation Via Adaptation-Aware Kernel Modulation ↗](https://doi.org/10.52202/068431-1412)**Yunqing Zhao, Keshigeyan Chandrasegaran, Milad Abdollahzadeh et al.*16 citations*
563. **[GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions ↗](https://doi.org/10.52202/068431-1806)**Gene Chou, Ilya Chugunov, Felix Heide*16 citations*
564. **[Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning ↗](https://doi.org/10.52202/068431-1924)**Wenhao Ding, Haohong Lin, Bo Li et al.*16 citations*
565. **[Imbalance Trouble: Revisiting Neural-Collapse Geometry ↗](https://doi.org/10.52202/068431-1974)**Christos Thrampoulidis, Ganesh Ramachandra Kini, Vala Vakilian et al.*16 citations*
566. **[Joint Entropy Search for Multi-Objective Bayesian Optimization ↗](https://doi.org/10.52202/068431-0721)**Ben Tu, Axel Gandy, Nikolas Kantas et al.*16 citations*
567. **[Latent Hierarchical Causal Structure Discovery with Rank Constraints ↗](https://doi.org/10.52202/068431-0401)**Biwei Huang, Charles Jia Han Low, Feng Xie et al.*16 citations*
568. **[Learning Physical Dynamics with Subequivariant Graph Neural Networks ↗](https://doi.org/10.52202/068431-1904)**Chuang Gan, Wenbing Huang, Hengbo Ma et al.*16 citations*
569. **[Markovian Interference in Experiments ↗](https://doi.org/10.52202/068431-0039)**Vivek F. Farias, Andrew Li, Tianyi Peng et al.*16 citations*
570. **[Model-Based Imitation Learning for Urban Driving ↗](https://doi.org/10.52202/068431-1505)**Anthony Hu, Gianluca Corrado, Nicolas Griffiths et al.*16 citations*
571. **[Monte Carlo Tree Search Based Variable Selection for High Dimensional Bayesian Optimization ↗](https://doi.org/10.52202/068431-2065)**Lei Song, Ke Xue, Xiaobin Huang et al.*16 citations*
572. **[NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search ↗](https://doi.org/10.52202/068431-0005)**Yijian Qin, Ziwei Zhang, Xin Eric Wang et al.*16 citations*
573. **[Neural Basis Models for Interpretability ↗](https://doi.org/10.52202/068431-0612)**Filip Radenović, Abhimanyu Dubey, Dhruv Mahajan*16 citations*
574. **[Object Scene Representation Transformer ↗](https://doi.org/10.52202/068431-0691)**Mehdi S. M. Sajjadi, Daniel Duckworth, Aravindh Mahendran et al.*16 citations*
575. **[OpenAUC: Towards AUC-Oriented Open-Set Recognition ↗](https://doi.org/10.52202/068431-1815)**Zitai Wang, Qianqian Xu, Zhiyong Yang et al.*16 citations*
576. **[OpenFWI: Large-Scale Multi-Structural Benchmark Datasets for Full Waveform Inversion ↗](https://doi.org/10.52202/068431-0435)**Chengyuan Deng, Shihang Feng, Hanchen Wang et al.*16 citations*
577. **[Rethinking Lipschitz Neural Networks and Certified Robustness: A Boolean Function Perspective ↗](https://doi.org/10.52202/068431-1410)**Bohang Zhang, Du Jiang, Di He et al.*16 citations*
578. **[Robust Reinforcement Learning Using Offline Data ↗](https://doi.org/10.52202/068431-2334)**Kishan Panaganti, Zaiyan Xu, Dileep M. Kalathil et al.*16 citations*
579. **[Scalable Neural Video Representations with Learnable Positional Features ↗](https://doi.org/10.52202/068431-0924)**Subin Kim, Sihyun Yu, Jaeho Lee et al.*16 citations*
580. **[SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems ↗](https://doi.org/10.52202/068431-1843)**Leonid Iosipoi, Anton Vakhrushev*16 citations*
581. **[The Franz-Parisi Criterion and Computational Trade-Offs in High Dimensional Statistics ↗](https://doi.org/10.52202/068431-2452)**Afonso S. Bandeira, Ahmed El Alaoui, Samuel B. Hopkins et al.*16 citations*
582. **[Towards a Standardised Performance Evaluation Protocol for Cooperative MARL ↗](https://doi.org/10.52202/068431-0398)**Rihab Gorsane, Omayma Mahjoub, Ruan John de Kock et al.*16 citations*
583. **[Training with More Confidence: Mitigating Injected and Natural Backdoors During Training ↗](https://doi.org/10.52202/068431-2637)**Zhenting Wang, Hailun Ding, Juan Zhai et al.*16 citations*
584. **[Understanding Hyperdimensional Computing for Parallel Single-Pass Learning ↗](https://doi.org/10.52202/068431-0085)**Tao Yu, Yichi Zhang, Zhiru Zhang et al.*16 citations*
585. **[A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs ↗](https://doi.org/10.52202/068431-1475)**Songming Liu, Zhongkai Hao, Chengyang Ying et al.*15 citations*
586. **[APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction ↗](https://doi.org/10.52202/068431-1794)**Bencheng Yan, Pengjie Wang, Kai Zhang et al.*15 citations*
587. **[Agreement-On-The-Line: Predicting the Performance of Neural Networks Under Distribution Shift ↗](https://doi.org/10.52202/068431-1401)**Christina Baek, Yiding Jiang, Aditi Raghunathan et al.*15 citations*
588. **[Asymmetric Temperature Scaling Makes Larger Networks Teach Well Again ↗](https://doi.org/10.52202/068431-0277)**Xinchun Li, Wen-Shu Fan, Shaoming Song et al.*15 citations*
589. **[Audio-Driven Co-Speech Gesture Video Generation ↗](https://doi.org/10.52202/068431-1554)**Xian Liu, Qianyi Wu, Hang Zhou et al.*15 citations*
590. **[Bayesian Active Learning with Fully Bayesian Gaussian Processes ↗](https://doi.org/10.52202/068431-0882)**Christoffer Riis, Francisco Antunes, Frederik Boe Hüttel et al.*15 citations*
591. **[Better Uncertainty Calibration Via Proper Scores for Classification and Beyond ↗](https://doi.org/10.52202/068431-0627)**Sebastian Gruber, Florian Buettner*15 citations*
592. **[Bridging the Gap Between Object and Image-Level Representations for Open-Vocabulary Detection ↗](https://doi.org/10.52202/068431-2448)**Hanoona Bangalath, Muhammad Maaz, Muhammad Uzair Khattak et al.*15 citations*
593. **[Convergence for Score-Based Generative Modeling with Polynomial Complexity ↗](https://doi.org/10.52202/068431-1662)**Holden Lee, Jianfeng Lu, Yixin Tan*15 citations*
594. **[DISCO: Adversarial Defense with Local Implicit Functions ↗](https://doi.org/10.52202/068431-1730)**Chih-Hui Ho, Nuno M. Vasconcelos*15 citations*
595. **[Exploration-Guided Reward Shaping for Reinforcement Learning Under Sparse Rewards ↗](https://doi.org/10.52202/068431-0422)**Rati Devidze, Parameswaran Kamalaruban, Adish Kumar Singla*15 citations*
596. **[FasterRisk: Fast and Accurate Interpretable Risk Scores ↗](https://doi.org/10.52202/068431-1291)**Jiachang Liu, Chudi Zhong, Boxuan Li et al.*15 citations*
597. **[FedSR: A Simple and Effective Domain Generalization Method for Federated Learning ↗](https://doi.org/10.52202/068431-2814)**A. Tuan Nguyen, Philip Torr, Ser Nam Lim*15 citations*
598. **[Guaranteed Conservation of Momentum for Learning Particle-Based Fluid Dynamics ↗](https://doi.org/10.52202/068431-0500)**Lukas Prantl, Benjamin Ummenhofer, Vladlen Koltun et al.*15 citations*
599. **[Hidden Progress in Deep Learning: SGD Learns Parities Near the Computational Limit ↗](https://doi.org/10.52202/068431-1581)**Boaz Barak, Benjamin Edelman, Surbhi Goel et al.*15 citations*
600. **[How Transferable Are Video Representations Based on Synthetic Data? ↗](https://doi.org/10.52202/068431-2588)**Yo-Whan Kim, Samarth Mishra, Souyoung Jin et al.*15 citations*

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