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title: "NeurIPS 2022 — all accepted papers, page 10 — Elamur Research"
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# NeurIPS 2022: all accepted papers

2,834 papers · page 10 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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901. **[Generating Training Data with Language Models: Towards Zero-Shot Language Understanding ↗](https://doi.org/10.52202/068431-0034)**Yu Meng, Jiaxin Huang, Yu bao Zhang et al.*8 citations*
902. **[Global Convergence and Stability of Stochastic Gradient Descent ↗](https://doi.org/10.52202/068431-2610)**Vivak Patel, Shushu Zhang, Bowen Tian*8 citations*
903. **[Gold-Standard Solutions to the Schrödinger Equation Using Deep Learning: How Much Physics Do We Need? ↗](https://doi.org/10.52202/068431-0747)**Leon Gerard, Michael Scherbela, Philipp Marquetand et al.*8 citations*
904. **[GraphDE: A Generative Framework for Debiased Learning and Out-Of-Distribution Detection on Graphs ↗](https://doi.org/10.52202/068431-2195)**Zenan Li, Qitian Wu, Fan Nie et al.*8 citations*
905. **[Insights into Pre-Training Via Simpler Synthetic Tasks ↗](https://doi.org/10.52202/068431-1588)**Yuhuai Wu, Felix Li, Percy Liang*8 citations*
906. **[Knowledge-Aware Bayesian Deep Topic Model ↗](https://doi.org/10.52202/068431-1042)**Dongsheng Wang, Yi Shi Xu, Miaoge Li et al.*8 citations*
907. **[Learning Substructure Invariance for Out-Of-Distribution Molecular Representations ↗](https://doi.org/10.52202/068431-0942)**Nianzu Yang, Kaipeng Zeng, Qitian Wu et al.*8 citations*
908. **[LogiGAN: Learning Logical Reasoning Via Adversarial Pre-Training ↗](https://doi.org/10.52202/068431-1185)**Xinyu Pi, Wanjun Zhong, Yan Gao et al.*8 citations*
909. **[Look Where You Look! Saliency-Guided Q-Networks for Generalization in Visual Reinforcement Learning ↗](https://doi.org/10.52202/068431-2225)**David Bertoin, Adil Zouitine, Mehdi Zouitine et al.*8 citations*
910. **[Low-Rank Lottery Tickets: Finding Efficient Low-Rank Neural Networks Via Matrix Differential Equations ↗](https://doi.org/10.52202/068431-1458)**Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch et al.*8 citations*
911. **[M2N: Mesh Movement Networks for PDE Solvers ↗](https://doi.org/10.52202/068431-0522)**Wenbin Song, Mingrui Zhang, Joseph G. Wallwork et al.*8 citations*
912. **[MaskTune: Mitigating Spurious Correlations by Forcing to Explore ↗](https://doi.org/10.52202/068431-1692)**Saeid Asgari Taghanaki, Aliasghar Khani, Fereshte Khani et al.*8 citations*
913. **[Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-Set Active Learning ↗](https://doi.org/10.52202/068431-2278)**Dongmin Park, Yooju Shin, Jihwan Bang et al.*8 citations*
914. **[Model-Based Offline Reinforcement Learning with Pessimism-Modulated Dynamics Belief ↗](https://doi.org/10.52202/068431-0033)**Kaiyang Guo, Shao Yunfeng, Yanhui Geng*8 citations*
915. **[Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations ↗](https://doi.org/10.52202/068431-0164)**Albert Wilcox, Ashwin Balakrishna, Jules Dedieu et al.*8 citations*
916. **[Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-Of-Distribution Generalization ↗](https://doi.org/10.52202/068431-2532)**Weijia Zhang, Min-Ling Zhang, Hanwen Deng et al.*8 citations*
917. **[Mutual Information Divergence: A Unified Metric for Multimodal Generative Models ↗](https://doi.org/10.52202/068431-2542)**Jin-Hwa Kim, Yunji Kim, Jiyoung Lee et al.*8 citations*
918. **[Natural Gradient Enables Fast Sampling in Spiking Neural Networks ↗](https://doi.org/10.52202/068431-1600)**Paul Masset, Jacob A. Zavatone-Veth, J. Patrick Connor et al.*8 citations*
919. **[NaturalProver: Grounded Mathematical Proof Generation with Language Models ↗](https://doi.org/10.52202/068431-0355)**Sean Welleck, Jiacheng Liu, Ximing Lu et al.*8 citations*
920. **[NeuForm: Adaptive Overfitting for Neural Shape Editing ↗](https://doi.org/10.52202/068431-1107)**Connor Z. Lin, Niloy J. Mitra, Gordon Wetzstein et al.*8 citations*
921. **[Non-Deep Networks ↗](https://doi.org/10.52202/068431-0492)**Ankit Goyal, Alexey Bochkovskiy, Jia Hao Deng et al.*8 citations*
922. **[Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings ↗](https://doi.org/10.52202/068431-2575)**Yiren Jian, Chongyang Gao, Soroush Vosoughi*8 citations*
923. **[OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs ↗](https://doi.org/10.52202/068431-1473)**Yangze Zhou, Gitta Kutyniok, Bruno Ribeiro*8 citations*
924. **[Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks ↗](https://doi.org/10.52202/068431-0181)**Zhiyang Chen, Yousong Zhu, Zhaowen Li et al.*8 citations*
925. **[PAC-Bayes Compression Bounds So Tight that They Can Explain Generalization ↗](https://doi.org/10.52202/068431-2281)**Sanae Lotfi, Marc Finzi, Sanyam Kapoor et al.*8 citations*
926. **[Panchromatic and Multispectral Image Fusion Via Alternating Reverse Filtering Network ↗](https://doi.org/10.52202/068431-1598)**Keyu Yan, Man Zhou, Jie Huang et al.*8 citations*
927. **[Plan to Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement Learning ↗](https://doi.org/10.52202/068431-1153)**Zifan Wu, Chao Yu, Chen Chen et al.*8 citations*
928. **[Polynomial Neural Fields for Subband Decomposition and Manipulation ↗](https://doi.org/10.52202/068431-0318)**Guandao Yang, Sagie Benaim, Varun Jampani et al.*8 citations*
929. **[Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors ↗](https://doi.org/10.52202/068431-2009)**Ravid Shwartz-Ziv, Micah Goldblum, Hossein Souri et al.*8 citations*
930. **[Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation ↗](https://doi.org/10.52202/068431-0495)**Kristian Georgiev, Samuel B. Hopkins*8 citations*
931. **[Provable Defense Against Backdoor Policies in Reinforcement Learning ↗](https://doi.org/10.52202/068431-1069)**Shubham Bharti, Xuezhou Zhang, Adish Kumar Singla et al.*8 citations*
932. **[Rank Diminishing in Deep Neural Networks ↗](https://doi.org/10.52202/068431-2395)**Ruili Feng, Kecheng Zheng, Yukun Huang et al.*8 citations*
933. **[Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress ↗](https://doi.org/10.52202/068431-2099)**Rishabh Agarwal, Max Schwarzer, Pablo Samuel Castro et al.*8 citations*
934. **[Rethinking Knowledge Graph Evaluation Under the Open-World Assumption ↗](https://doi.org/10.52202/068431-0609)**Haotong Yang, Zhouchen Lin, Muhan Zhang*8 citations*
935. **[Robust Calibration with Multi-Domain Temperature Scaling ↗](https://doi.org/10.52202/068431-1995)**Yaodong Yu, Stephen Bates, Yi Ma et al.*8 citations*
936. **[SelecMix: Debiased Learning by Contradicting-Pair Sampling ↗](https://doi.org/10.52202/068431-1043)**Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak et al.*8 citations*
937. **[Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse ↗](https://doi.org/10.52202/068431-1972)**Lorenzo Noci, Sotiris Anagnostidis, Luca Biggio et al.*8 citations*
938. **[Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity ↗](https://doi.org/10.52202/068431-0212)**Mucong Ding, Tahseen Rabbani, Bang An et al.*8 citations*
939. **[SkinCon: A Skin Disease Dataset Densely Annotated by Domain Experts for Fine-Grained Debugging and Analysis ↗](https://doi.org/10.52202/068431-1320)**Roxana Daneshjou, Mert Yüksekgönül, Zhuo Ran Cai et al.*8 citations*
940. **[Spatial Mixture-Of-Experts ↗](https://doi.org/10.52202/068431-0850)**Nikoli Dryden, Torsten Hoefler*8 citations*
941. **[Spectral Bias in Practice: The Role of Function Frequency in Generalization ↗](https://doi.org/10.52202/068431-0535)**Sara Fridovich-Keil, Raphael Gontijo-Lopes, Rebecca Roelofs*8 citations*
942. **[Temporally Disentangled Representation Learning ↗](https://doi.org/10.52202/068431-1921)**Weiran Yao, Guangyi Chen, Kun Zhang*8 citations*
943. **[Unsupervised Multi-Object Segmentation by Predicting Probable Motion Patterns ↗](https://doi.org/10.52202/068431-0155)**Laurynas Karazija, Subhabrata Choudhury, Iro Laina et al.*8 citations*
944. **[Use-Case-Grounded Simulations for Explanation Evaluation ↗](https://doi.org/10.52202/068431-0129)**Valerie Chen, Nari Johnson, Nicholay Topin et al.*8 citations*
945. **[Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-Of-Distribution Robustness ↗](https://doi.org/10.52202/068431-1062)**Francesco Pinto, Harry Yang, Ser Nam Lim et al.*8 citations*
946. **[Video-Based Human-Object Interaction Detection from Tubelet Tokens ↗](https://doi.org/10.52202/068431-1696)**Danyang Tu, Wei Sun, Xiongkuo Min et al.*8 citations*
947. **[Watermarking for Out-Of-Distribution Detection ↗](https://doi.org/10.52202/068431-1131)**Qizhou Wang, Tongliang Liu, Yonggang Zhang et al.*8 citations*
948. **[What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods ↗](https://doi.org/10.52202/068431-0205)**Julien Colin, Thomas Fel, Rémi Cadène et al.*8 citations*
949. **[When Does Differentially Private Learning Not Suffer in High Dimensions? ↗](https://doi.org/10.52202/068431-2074)**Xuechen Li, Daogao Liu, Tatsunori Hashimoto et al.*8 citations*
950. **[When Does Group Invariant Learning Survive Spurious Correlations? ↗](https://doi.org/10.52202/068431-0510)**Yimeng Chen, Ruibin Xiong, Zhi-Ming Ma et al.*8 citations*
951. **[When to Update Your Model: Constrained Model-Based Reinforcement Learning ↗](https://doi.org/10.52202/068431-1682)**Tianying Ji, Yu Luo, Fuchun Sun et al.*8 citations*
952. **[WinoGAViL: Gamified Association Benchmark to Challenge Vision-And-Language Models ↗](https://doi.org/10.52202/068431-1925)**Yonatan Bitton, Nitzan Bitton Guetta, Ron Yosef et al.*8 citations*
953. **[You Never Stop Dancing: Non-Freezing Dance Generation Via Bank-Constrained Manifold Projection ↗](https://doi.org/10.52202/068431-0726)**Jiangxin Sun, Chunyu Wang, Hu Huang et al.*8 citations*
954. **[Zero-Shot 3D Drug Design by Sketching and Generating ↗](https://doi.org/10.52202/068431-1735)**Siyu Long, Yi Zhou, Xinyu Dai et al.*8 citations*
955. **[3D Concept Grounding on Neural Fields ↗](https://doi.org/10.52202/068431-0564)**Yining Hong, Yilun Du, Chunru Lin et al.*7 citations*
956. **[A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks ↗](https://doi.org/10.52202/068431-1900)**Mingrui Liu, Zhenxun Zhuang, Yunwen Lei et al.*7 citations*
957. **[A Deep Reinforcement Learning Framework for Column Generation ↗](https://doi.org/10.52202/068431-0700)**Cheng Chi, Amine Mohamed Aboussalah, Elias B. Khalil et al.*7 citations*
958. **[Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation ↗](https://doi.org/10.52202/068431-0025)**Zhun Zhong, Yuyang Zhao, Gim Hee Lee et al.*7 citations*
959. **[An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects ↗](https://doi.org/10.52202/068431-1776)**Thanh Vinh Vo, Arnab Bhattacharyya, Young Lee et al.*7 citations*
960. **[An Investigation into Whitening Loss for Self-Supervised Learning ↗](https://doi.org/10.52202/068431-2157)**Xi Weng, Lei Huang, Lei Zhao et al.*7 citations*
961. **[AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning ↗](https://doi.org/10.52202/068431-2480)**Lijun Zhang, Xiao Liu, Hui Guan*7 citations*
962. **[Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms Or Independent Arms ↗](https://doi.org/10.52202/068431-1084)**Xutong Liu, Jinhang Zuo, Siwei Wang et al.*7 citations*
963. **[Benchmarking Heterogeneous Treatment Effect Models Through the Lens of Interpretability ↗](https://doi.org/10.52202/068431-0893)**Jonathan Crabbé, Alicia Curth, Ioana Bica et al.*7 citations*
964. **[Beyond Accuracy: Generalization Properties of Bio-Plausible Temporal Credit Assignment Rules ↗](https://doi.org/10.52202/068431-1677)**Yuhan Helena Liu, Arna Ghosh, Blake Richards et al.*7 citations*
965. **[Beyond Mahalanobis Distance for Textual OOD Detection ↗](https://doi.org/10.52202/068431-1290)**Pierre Colombo, Eduardo Dadalto Camara Gomes, Guillaume Staerman et al.*7 citations*
966. **[CS-Shapley: Class-Wise Shapley Values for Data Valuation in Classification ↗](https://doi.org/10.52202/068431-2505)**Stephanie Schoch, Haifeng Xu, Yangfeng Ji*7 citations*
967. **[Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem? ↗](https://doi.org/10.52202/068431-1650)**Yimeng Min, Frederik Wenkel, Michael Perlmutter et al.*7 citations*
968. **[Conformal Prediction with Temporal Quantile Adjustments ↗](https://doi.org/10.52202/068431-2249)**Zhen Lin, Shubhendu Trivedi, Jimeng Sun*7 citations*
969. **[Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations ↗](https://doi.org/10.52202/068431-2131)**Andreas Besginow, Markus Lange‐Hegermann*7 citations*
970. **[Coresets for Vertical Federated Learning: Regularized Linear Regression and K-Means Clustering ↗](https://doi.org/10.52202/068431-2144)**Lingxiao Huang, Zhize Li, Jialin Sun et al.*7 citations*
971. **[Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media ↗](https://doi.org/10.52202/068431-0773)**Yizhou Zhang, Defu Cao, Yan Liu*7 citations*
972. **[DMAP: A Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body ↗](https://doi.org/10.52202/068431-2697)**Alberto Silvio Chiappa, Alessandro Marin Vargas, Alexander Mathis*7 citations*
973. **[Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome ↗](https://doi.org/10.52202/068431-1494)**Elliott Gordon-Rodríguez, Thomas P. Quinn, John P. Cunningham*7 citations*
974. **[Dataset Inference for Self-Supervised Models ↗](https://doi.org/10.52202/068431-0876)**Adam Dziedzic, Haonan Duan, Muhammad Ahmad Kaleem et al.*7 citations*
975. **[Debiased, Longitudinal and Coordinated Drug Recommendation Through Multi-Visit Clinic Records ↗](https://doi.org/10.52202/068431-2019)**Hongda Sun, Shufang Xie, Shuqi Li et al.*7 citations*
976. **[Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks ↗](https://doi.org/10.52202/068431-2785)**Hongjoon Ahn, Yongyi Yang, Quan Gan et al.*7 citations*
977. **[Differentiable Hierarchical and Surrogate Gradient Search for Spiking Neural Networks ↗](https://doi.org/10.52202/068431-1811)**Kaiwei Che, Luziwei Leng, Kaixuan Zhang et al.*7 citations*
978. **[Differentially Private Learning Needs Hidden State (Or Much Faster Convergence) ↗](https://doi.org/10.52202/068431-0051)**Jiayuan Ye, Reza Shokri*7 citations*
979. **[Distributional Convergence of the Sliced Wasserstein Process ↗](https://doi.org/10.52202/068431-1015)**Jiaqi Xi, Jonathan Weed*7 citations*
980. **[Diverse Weight Averaging for Out-Of-Distribution Generalization ↗](https://doi.org/10.52202/068431-0786)**Alexandre Ramé, Matthieu Kirchmeyer, Thibaud Rahier et al.*7 citations*
981. **[Efficient Architecture Search for Diverse Tasks ↗](https://doi.org/10.52202/068431-1175)**Jun-Hong Shen, Misha Khodak, Ameet Talwalkar*7 citations*
982. **[Efficient Multi-Agent Communication Via Self-Supervised Information Aggregation ↗](https://doi.org/10.52202/068431-0075)**Cong Guan, Feng Chen, Lei Yuan et al.*7 citations*
983. **[Equivariant Graph Hierarchy-Based Neural Networks ↗](https://doi.org/10.52202/068431-0667)**Jiaqi Han, Wenbing Huang, Tingyang Xu et al.*7 citations*
984. **[Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning ↗](https://doi.org/10.52202/068431-1756)**Shikun Li, Xiaobo Xia, Hansong Zhang et al.*7 citations*
985. **[Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models Under Realistic Distribution Shifts ↗](https://doi.org/10.52202/068431-1537)**Neeraj Wagh, Jionghao Wei, Samarth C Rawal et al.*7 citations*
986. **[Evaluating Robustness to Dataset Shift Via Parametric Robustness Sets ↗](https://doi.org/10.52202/068431-1228)**Nikolaj Thams, Michael Oberst, David A. Sontag*7 citations*
987. **[Evaluation Beyond Task Performance: Analyzing Concepts in AlphaZero in Hex ↗](https://doi.org/10.52202/068431-1885)**Charles Lovering, Jessica Zosa Forde, George Konidaris et al.*7 citations*
988. **[Explainable Reinforcement Learning Via Model Transforms ↗](https://doi.org/10.52202/068431-2467)**Mira Finkelstein, Nitsan Levy, Lucy Liu et al.*7 citations*
989. **[Fair and Efficient Allocations Without Obvious Manipulations ↗](https://doi.org/10.52202/068431-0970)**Alexandros Psomas, Paritosh Verma*7 citations*
990. **[Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits ↗](https://doi.org/10.52202/068431-2788)**Tianyuan Jin, Pan Xu, Xiaokui Xiao et al.*7 citations*
991. **[Forecasting Future World Events with Neural Networks ↗](https://doi.org/10.52202/068431-1979)**Andy Zou, Tristan Xiao, Ryan Jia et al.*7 citations*
992. **[GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization ↗](https://doi.org/10.52202/068431-1790)**Xuhai Xu, Han Zhang, Yasaman S. Sefidgar et al.*7 citations*
993. **[Generalised Implicit Neural Representations ↗](https://doi.org/10.52202/068431-2207)**Daniele Grattarola, Pierre Vandergheynst*7 citations*
994. **[Grounded Video Situation Recognition ↗](https://doi.org/10.52202/068431-0595)**Zeeshan Khan, C. V. Jawahar, Makarand Tapaswi*7 citations*
995. **[Hiding Images in Deep Probabilistic Models ↗](https://doi.org/10.52202/068431-2665)**Haoyu Chen, Linqi Song, Zhenxing Qian et al.*7 citations*
996. **[Hierarchical Agglomerative Graph Clustering in Poly-Logarithmic Depth ↗](https://doi.org/10.52202/068431-1666)**Laxman Dhulipala, David Eisenstat, Jakub Łącki et al.*7 citations*
997. **[Hyperbolic Embedding Inference for Structured Multi-Label Prediction ↗](https://doi.org/10.52202/068431-2392)**Bo Xiong, Michael Cochez, Mojtaba Nayyeri et al.*7 citations*
998. **[I2Q: A Fully Decentralized Q-Learning Algorithm ↗](https://doi.org/10.52202/068431-1488)**Jiechuan Jiang, Zongqing Lu*7 citations*
999. **[Improved Coresets for Euclidean k-Means ↗](https://doi.org/10.52202/068431-0194)**Vincent Cohen-Addad, Kasper Green Larsen, David Saulpic et al.*7 citations*
1000. **[Improved Utility Analysis of Private CountSketch ↗](https://doi.org/10.52202/068431-1858)**Rasmus Pagh, Mikkel Thorup*7 citations*

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