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title: "NeurIPS 2022 — all accepted papers, page 12 — Elamur Research"
description: "All 2,834 papers of NeurIPS 2022 · page 12 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 12 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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1101. **[Increasing Confidence in Adversarial Robustness Evaluations ↗](https://doi.org/10.52202/068431-0957)**R. Zimmermann, Wieland Brendel, Florian Tramèr et al.*6 citations*
1102. **[Inductive Logical Query Answering in Knowledge Graphs ↗](https://doi.org/10.52202/068431-1108)**Michael Galkin, Zhaocheng Zhu, Hongyu Ren et al.*6 citations*
1103. **[Instance-Dependent Near-Optimal Policy Identification in Linear MDPs Via Online Experiment Design ↗](https://doi.org/10.52202/068431-0432)**Andrew Wagenmaker, Kevin Jamieson*6 citations*
1104. **[Inverse Design for Fluid-Structure Interactions Using Graph Network Simulators ↗](https://doi.org/10.52202/068431-1000)**Kelsey R. Allen, Tatiana López-Guevara, Kimberly Stachenfeld et al.*6 citations*
1105. **[Invertible Monotone Operators for Normalizing Flows ↗](https://doi.org/10.52202/068431-1225)**Byeongkeun Ahn, Chiyoon Kim, Youngjoon Hong et al.*6 citations*
1106. **[Iterative Structural Inference of Directed Graphs ↗](https://doi.org/10.52202/068431-0634)**Aoran Wang, Jun Pang*6 citations*
1107. **[Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation ↗](https://doi.org/10.52202/068431-1089)**Xiang Gu, Yucheng Yang, Wei Zeng et al.*6 citations*
1108. **[Knowledge Distillation: Bad Models Can Be Good Role Models ↗](https://doi.org/10.52202/068431-2079)**Gal Kaplun, Eran Malach, Preetum Nakkiran et al.*6 citations*
1109. **[Large-Scale Optimization of Partial AUC in a Range of False Positive Rates ↗](https://doi.org/10.52202/068431-2265)**Yao Yao, Qihang Lin, Tianbao Yang*6 citations*
1110. **[Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training ↗](https://doi.org/10.52202/068431-1385)**Geng Yuan, Yanyu Li, Sheng Li et al.*6 citations*
1111. **[Learning Interface Conditions in Domain Decomposition Solvers ↗](https://doi.org/10.52202/068431-0524)**Ali Taghibakhshi, Nicolas Nytko, Tareq Uz Zaman et al.*6 citations*
1112. **[Lifelong Neural Predictive Coding: Learning Cumulatively Online Without Forgetting ↗](https://doi.org/10.52202/068431-0425)**Alexander G. Ororbia, Ankur Mali, C Lee Giles et al.*6 citations*
1113. **[Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression ↗](https://doi.org/10.52202/068431-1377)**Xinmeng Huang, Yiming Chen, Wotao Yin et al.*6 citations*
1114. **[MGNNI: Multiscale Graph Neural Networks with Implicit Layers ↗](https://doi.org/10.52202/068431-1552)**Juncheng Liu, Bryan Hooi, Kenji Kawaguchi et al.*6 citations*
1115. **[Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels ↗](https://doi.org/10.52202/068431-0911)**Mohamad Amin Mohamadi, Wonho Bae, Danica J. Sutherland*6 citations*
1116. **[Meta-Learning Dynamics Forecasting Using Task Inference ↗](https://doi.org/10.52202/068431-1573)**Rui Wang, Robin Walters, Rose Yu*6 citations*
1117. **[Mining Unseen Classes Via Regional Objectness: A Simple Baseline for Incremental Segmentation ↗](https://doi.org/10.52202/068431-1767)**Zekang Zhang, Guangyu Gao, Zhiyuan Fang et al.*6 citations*
1118. **[Multi-View Subspace Clustering on Topological Manifold ↗](https://doi.org/10.52202/068431-1877)**Shudong Huang, Hongjie Wu, Yazhou Ren et al.*6 citations*
1119. **[Neural Collapse with Normalized Features: A Geometric Analysis Over the Riemannian Manifold ↗](https://doi.org/10.52202/068431-0839)**Can Yaras, Peng Wang, Zhihui Zhu et al.*6 citations*
1120. **[Neural Stochastic Control ↗](https://doi.org/10.52202/068431-0661)**Jingdong Zhang, Qunxi Zhu, Wei Lin*6 citations*
1121. **[Neural-Symbolic Entangled Framework for Complex Query Answering ↗](https://doi.org/10.52202/068431-0132)**Zezhong Xu, Wen Zhang, Peng Ye et al.*6 citations*
1122. **[New Lower Bounds for Private Estimation and a Generalized Fingerprinting Lemma ↗](https://doi.org/10.52202/068431-1772)**Gautam Kamath, Argyris Mouzakis, Vikrant Singhal*6 citations*
1123. **[On Sample Optimality in Personalized Collaborative and Federated Learning ↗](https://doi.org/10.52202/068431-0016)**Mathieu Even, Laurent Massoulié, Kevin Scaman*6 citations*
1124. **[On the Limitations of Stochastic Pre-Processing Defenses ↗](https://doi.org/10.52202/068431-1763)**Yue Gao, I Shumailov, Kassem Fawaz et al.*6 citations*
1125. **[On the SDEs and Scaling Rules for Adaptive Gradient Algorithms ↗](https://doi.org/10.52202/068431-0559)**Sadhika Malladi, Kaifeng Lyu, Abhishek Panigrahi et al.*6 citations*
1126. **[On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach ↗](https://doi.org/10.52202/068431-0717)**Dennis Wei, Rahul Nair, Amit Dhurandhar et al.*6 citations*
1127. **[On the Strong Correlation Between Model Invariance and Generalization ↗](https://doi.org/10.52202/068431-2034)**Weijian Deng, Stephen Gould, Liang Zheng*6 citations*
1128. **[On the Symmetries of Deep Learning Models and Their Internal Representations ↗](https://doi.org/10.52202/068431-0864)**Charles Godfrey, Davis Brown, Tegan Emerson et al.*6 citations*
1129. **[Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond ↗](https://doi.org/10.52202/068431-2639)**Hengquan Guo, Xin Liu, Honghao Wei et al.*6 citations*
1130. **[OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters ↗](https://doi.org/10.52202/068431-0907)**Piera Riccio, Bill Psomas, Francesco Galati et al.*6 citations*
1131. **[Posterior Collapse of a Linear Latent Variable Model ↗](https://doi.org/10.52202/068431-2721)**Zihao Wang, Liu Ziyin*6 citations*
1132. **[Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models ↗](https://doi.org/10.52202/068431-1383)**Fan Liu, Hao Liu, Wenzhao Jiang*6 citations*
1133. **[Pruning Neural Networks Via Coresets and Convex Geometry: Towards No Assumptions ↗](https://doi.org/10.52202/068431-2754)**Murad Tukan, Loay Mualem, Alaa Maalouf*6 citations*
1134. **[RKHS-SHAP: Shapley Values for Kernel Methods ↗](https://doi.org/10.52202/068431-0948)**Siu Lun Chau, Robert Hu, Javier González et al.*6 citations*
1135. **[RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks ↗](https://doi.org/10.52202/068431-2212)**Leo Kozachkov, Michaela M. Ennis, Jean-Jacques E. Slotine*6 citations*
1136. **[Repeated Augmented Rehearsal: A Simple but Strong Baseline for Online Continual Learning ↗](https://doi.org/10.52202/068431-1074)**Yaqian Zhang, Bernhard Pfahringer, Eibe Frank et al.*6 citations*
1137. **[Robust Anytime Learning of Markov Decision Processes ↗](https://doi.org/10.52202/068431-2087)**Marnix Suilen, Thiago D. Simão, David Parker et al.*6 citations*
1138. **[Robust Imitation of a Few Demonstrations with a Backwards Model ↗](https://doi.org/10.52202/068431-1436)**Jung Yeon Park, Lawson L. S. Wong*6 citations*
1139. **[Scale-Invariant Learning by Physics Inversion ↗](https://doi.org/10.52202/068431-0389)**Philipp Holl, Vladlen Koltun, Nils Thuerey*6 citations*
1140. **[Score-Based Generative Modeling Secretly Minimizes the Wasserstein Distance ↗](https://doi.org/10.52202/068431-1469)**Dohyun Kwon, Ying Fan, Kangwook Lee*6 citations*
1141. **[Self-Supervised Amodal Video Object Segmentation ↗](https://doi.org/10.52202/068431-0454)**Jian Yao, Yuxin Hong, Chiyu Wang et al.*6 citations*
1142. **[Self-Supervised Learning with an Information Maximization Criterion ↗](https://doi.org/10.52202/068431-2554)**Serdar Ozsoy, Shadi Sameh Hamdan, Sercan Ö. Arık et al.*6 citations*
1143. **[Shadow Knowledge Distillation: Bridging Offline and Online Knowledge Transfer ↗](https://doi.org/10.52202/068431-0046)**Lujun Li, Zhe Jin*6 citations*
1144. **[Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning ↗](https://doi.org/10.52202/068431-1251)**Anastasiia Koloskova, Sebastian U. Stich, Martin Jaggi*6 citations*
1145. **[Single-Stage Visual Relationship Learning Using Conditional Queries ↗](https://doi.org/10.52202/068431-0949)**Alakh Desai, Tz-Ying Wu, Subarna Tripathi et al.*6 citations*
1146. **[Sparse Gaussian Process Hyperparameters: Optimize Or Integrate? ↗](https://doi.org/10.52202/068431-1208)**Vidhi Lalchand, Wessel P. Bruinsma, David Burt et al.*6 citations*
1147. **[Sparse Probabilistic Circuits Via Pruning and Growing ↗](https://doi.org/10.52202/068431-2057)**Meihua Dang, Anji Liu, Guy Van den Broeck*6 citations*
1148. **[Sparsity in Continuous-Depth Neural Networks ↗](https://doi.org/10.52202/068431-0066)**Hananeh Aliee, Till Richter, Mikhail Solonin et al.*6 citations*
1149. **[Subgroup Robustness Grows on Trees: An Empirical Baseline Investigation ↗](https://doi.org/10.52202/068431-0722)**Josh Gardner, Zoran Popovic, Ludwig Schmidt*6 citations*
1150. **[TCT: Convexifying Federated Learning Using Bootstrapped Neural Tangent Kernels ↗](https://doi.org/10.52202/068431-2239)**Yaodong Yu, Alexander Wei, Sai Praneeth Karimireddy et al.*6 citations*
1151. **[TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s ↗](https://doi.org/10.52202/068431-1127)**Felix Chern, Blake Hechtman, Andy Davis et al.*6 citations*
1152. **[Teacher Forcing Recovers Reward Functions for Text Generation ↗](https://doi.org/10.52202/068431-0915)**Yongchang Hao, Yuxin Liu, Lili Mou*6 citations*
1153. **[Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning ↗](https://doi.org/10.52202/068431-0763)**Aniket Didolkar, Kshitij Gupta, Anirudh Goyal et al.*6 citations*
1154. **[The Computational and Learning Benefits of Daleian Neural Networks ↗](https://doi.org/10.52202/068431-0375)**Adam Haber, Elad Schneidman*6 citations*
1155. **[The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning ↗](https://doi.org/10.52202/068431-1734)**Vindula Jayawardana, Catherine Tang, Sirui Li et al.*6 citations*
1156. **[The Mechanism of Prediction Head in Non-Contrastive Self-Supervised Learning ↗](https://doi.org/10.52202/068431-1798)**Zixin Wen, Yuanzhi Li*6 citations*
1157. **[Theoretical Analysis of Deep Neural Networks for Temporally Dependent Observations ↗](https://doi.org/10.52202/068431-2705)**Mingliang Ma, Abolfazl Safikhani*6 citations*
1158. **[Top Two Algorithms Revisited ↗](https://doi.org/10.52202/068431-1943)**Marc Jourdan, Rémy Degenne, Dorian Baudry et al.*6 citations*
1159. **[Training Subset Selection for Weak Supervision ↗](https://doi.org/10.52202/068431-1166)**Hunter Lang, Aravindan Vijayaraghavan, David A. Sontag*6 citations*
1160. **[Understanding Square Loss in Training Overparametrized Neural Network Classifiers ↗](https://doi.org/10.52202/068431-1200)**Tianyang Hu, Jun Wang, Wenjia Wang et al.*6 citations*
1161. **[Unsupervised Learning from Incomplete Measurements for Inverse Problems ↗](https://doi.org/10.52202/068431-0360)**Julián Andrés Tachella, Dongdong Chen, Mike E. Davies*6 citations*
1162. **[Unsupervised Learning of Group Invariant and Equivariant Representations ↗](https://doi.org/10.52202/068431-2315)**Robin Winter, Marco Bertolini, Tuan Anh Le et al.*6 citations*
1163. **[VTC-LFC: Vision Transformer Compression with Low-Frequency Components ↗](https://doi.org/10.52202/068431-1016)**Zhenyu WANG, Hao Luo, Pichao Wang et al.*6 citations*
1164. **[Wavelet Score-Based Generative Modeling ↗](https://doi.org/10.52202/068431-0035)**Florentin Guth, Simon Coste, Valentin De Bortoli et al.*6 citations*
1165. **[What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness? ↗](https://doi.org/10.52202/068431-1317)**Nikolaos Tsilivis, Julia Kempe*6 citations*
1166. **[Why Do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective ↗](https://doi.org/10.52202/068431-2454)**Changyou Chen, Jianyi Zhang, Yi Xu et al.*6 citations*
1167. **[ZARTS: On Zero-Order Optimization for Neural Architecture Search ↗](https://doi.org/10.52202/068431-0935)**Xiaoxing Wang, Wenxuan Guo, Jianlin Su et al.*6 citations*
1168. **[ZeroC: A Neuro-Symbolic Model for Zero-Shot Concept Recognition and Acquisition at Inference Time ↗](https://doi.org/10.52202/068431-0714)**Tailin Wu, Megan Tjandrasuwita, Zhengxuan Wu et al.*6 citations*
1169. **[k-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension ↗](https://doi.org/10.52202/068431-1163)**Ziv Goldfeld, Kristjan H. Greenewald, Theshani Nuradha et al.*6 citations*
1170. **[3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds ↗](https://doi.org/10.52202/068431-1543)**Antonio Alliegro, Francesco Cappio Borlino, Tatiana Tommasi*5 citations*
1171. **[A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases ↗](https://doi.org/10.52202/068431-0272)**James Harrison, Luke Metz, Jascha Sohl‐Dickstein*5 citations*
1172. **[A Coupled Design of Exploiting Record Similarity for Practical Vertical Federated Learning ↗](https://doi.org/10.52202/068431-1533)**Zhaomin Wu, Qinbin Li, Bingsheng He*5 citations*
1173. **[A Practical, Progressively-Expressive GNN ↗](https://doi.org/10.52202/068431-2472)**Lingxiao Zhao, Neil Shah, Leman Akoglu*5 citations*
1174. **[A Unified Convergence Theorem for Stochastic Optimization Methods ↗](https://doi.org/10.52202/068431-2399)**Xiao Qiang Li, Andre Milzarek*5 citations*
1175. **[Alleviating Adversarial Attacks on Variational Autoencoders with MCMC ↗](https://doi.org/10.52202/068431-0641)**Anna Kuzina, Max Welling, Jakub M. Tomczak*5 citations*
1176. **[Amplifying Membership Exposure Via Data Poisoning ↗](https://doi.org/10.52202/068431-2163)**Yufei Chen, Chao Shen, Yun Cheng Shen et al.*5 citations*
1177. **[AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection ↗](https://doi.org/10.52202/068431-2381)**Marius Dragoi, Elena Burceanu, Emanuela Haller et al.*5 citations*
1178. **[AttCAT: Explaining Transformers Via Attentive Class Activation Tokens ↗](https://doi.org/10.52202/068431-0365)**Yao Qiang, Deng Pan, Xin Li et al.*5 citations*
1179. **[BEER: Fast O(1/T) Rate for Decentralized Nonconvex Optimization with Communication Compression ↗](https://doi.org/10.52202/068431-2295)**Haoyu Zhao, Boyue Li, Zhize Li et al.*5 citations*
1180. **[BYOL-Explore: Exploration by Bootstrapped Prediction ↗](https://doi.org/10.52202/068431-2309)**Guo Zhaohan, Shantanu Thakoor, Mîruna Pislar et al.*5 citations*
1181. **[Better Best of Both Worlds Bounds for Bandits with Switching Costs ↗](https://doi.org/10.52202/068431-1149)**Idan Amir, Guy Azov, Tomer Koren et al.*5 citations*
1182. **[Biologically-Plausible Backpropagation Through Arbitrary Timespans Via Local Neuromodulators ↗](https://doi.org/10.52202/068431-1274)**Yuhan Helena Liu, Stephen J Smith, Ştefan Mihalaş et al.*5 citations*
1183. **[Can Adversarial Training Be Manipulated by Non-Robust Features? ↗](https://doi.org/10.52202/068431-1922)**Lue Tao, Lei Feng, Hongxin Wei et al.*5 citations*
1184. **[Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis ↗](https://doi.org/10.52202/068431-0541)**Tim Pearce, Jong-Hyeon Jeong, Yichen Jia et al.*5 citations*
1185. **[Class-Aware Adversarial Transformers for Medical Image Segmentation ↗](https://doi.org/10.52202/068431-2145)**Chenyu You, Ruihan Zhao, Fenglin Liu et al.*5 citations*
1186. **[Communication-Efficient Topologies for Decentralized Learning with O(1) Consensus Rate ↗](https://doi.org/10.52202/068431-0079)**Zhuoqing Song, Weijian Li, Kexin Jin et al.*5 citations*
1187. **[Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy ↗](https://doi.org/10.52202/068431-1029)**Siavash Golkar, Tiberiu Teşileanu, Yanis Bahroun et al.*5 citations*
1188. **[Continual Learning with Evolving Class Ontologies ↗](https://doi.org/10.52202/068431-0557)**Zhiqiu Lin, Deepak Pathak, Yu-Xiong Wang et al.*5 citations*
1189. **[Contrastive Graph Structure Learning Via Information Bottleneck for Recommendation ↗](https://doi.org/10.52202/068431-1484)**Chunyu Wei, Jian Liang, Di Liu et al.*5 citations*
1190. **[Coresets for Relational Data and the Applications ↗](https://doi.org/10.52202/068431-0032)**Jiaxiang Chen, Qingyuan Yang, Ruomin Huang et al.*5 citations*
1191. **[Cross-Linked Unified Embedding for Cross-Modality Representation Learning ↗](https://doi.org/10.52202/068431-1160)**Xinming Tu, Zhi-Jie Cao, Xia Chenrui et al.*5 citations*
1192. **[Cryptographic Hardness of Learning Halfspaces with Massart Noise ↗](https://doi.org/10.52202/068431-0262)**Ilias Diakonikolas, Daniel M. Kane, Pasin Manurangsi et al.*5 citations*
1193. **[DARE: Disentanglement-Augmented Rationale Extraction ↗](https://doi.org/10.52202/068431-1929)**Linan Yue, Qi Liu, Yichao Du et al.*5 citations*
1194. **[Debiased Machine Learning Without Sample-Splitting for Stable Estimators ↗](https://doi.org/10.52202/068431-0224)**Qizhao Chen, Vasilis Syrgkanis, Morgane Austern*5 citations*
1195. **[Decoupled Context Processing for Context Augmented Language Modeling ↗](https://doi.org/10.52202/068431-1577)**Zonglin Li, Ruiqi Guo, Sanjiv Kumar*5 citations*
1196. **[Deep Multi-Modal Structural Equations for Causal Effect Estimation with Unstructured Proxies ↗](https://doi.org/10.52202/068431-0794)**Shachi Deshpande, Kaiwen Wang, Dhruv Sreenivas et al.*5 citations*
1197. **[Differentiable Analog Quantum Computing for Optimization and Control ↗](https://doi.org/10.52202/068431-0340)**Jiaqi Leng, Yuxiang Peng, Yi-Ling Qiao et al.*5 citations*
1198. **[Differentially Private Graph Learning Via Sensitivity-Bounded Personalized PageRank ↗](https://doi.org/10.52202/068431-1643)**Alessandro Epasto, Vahab Mirrokni, Bryan Perozzi et al.*5 citations*
1199. **[Direct Advantage Estimation ↗](https://doi.org/10.52202/068431-0862)**Hsiao-Ru Pan, Nico Gürtler, Alexander Neitz et al.*5 citations*
1200. **[Discovering Design Concepts for CAD Sketches ↗](https://doi.org/10.52202/068431-2088)**Yuezhi Yang, Hao Pan*5 citations*

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