Representation Learning

Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms NeurIPS 2022 Recurrent Memory Transformer NeurIPS 2022 Recursive Disentanglement Network ICLR 2022 Reduced Representation of Deformation Fields for Effective Non-rigid Shape Matching NeurIPS 2022 Reducing Energy Consumption of Pressure Sensor Calibration Using Polynomial HyperNetworks with Fourier Features AAAI 2022 Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing COLING 2022 Redundancy-Free Message Passing for Graph Neural Networks NeurIPS 2022 Redundant representations help generalization in wide neural networks NeurIPS 2022 ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction JMLR 2022 ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective NeurIPS 2022 Region-Based Semantic Factorization in GANs ICML 2022 Registration of Human Point Set Using Automatic Key Point Detection and Region-Aware Features WACV 2022 Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data JMLR 2022 Regularized Autoencoders for Isometric Representation Learning ICLR 2022 Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting IJCAI 2022 Reinforcement Learning under a Multi-agent Predictive State Representation Model: Method and Theory ICLR 2022 Reinforcement Learning with Automated Auxiliary Loss Search NeurIPS 2022 Reinforcement Learning with Neural Radiance Fields NeurIPS 2022 Relational Learning with Variational Bayes ICLR 2022 Relational Neural Markov Random Fields AISTATS 2022 Relational Proxies: Emergent Relationships as Fine-Grained Discriminators NeurIPS 2022 Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction NAACL 2022 Relaxing Equivariance Constraints with Non-stationary Continuous Filters NeurIPS 2022 Reliable Inlier Evaluation for Unsupervised Point Cloud Registration AAAI 2022 Reliable Visualization for Deep Speaker Recognition Interspeech 2022