Representation Learning

Contrastive Transformation for Self-supervised Correspondence Learning AAAI 2021 Control-Aware Representations for Model-based Reinforcement Learning ICLR 2021 Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation AAAI 2021 Controlled tasks for model analysis: Retrieving discrete information from sequences EMNLP 2021 Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks ICML 2021 Controlling the Rain: From Removal to Rendering CVPR 2021 Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances ACL 2021 Convex Geometry and Duality of Over-parameterized Neural Networks JMLR 2021 Convex Regularization behind Neural Reconstruction ICLR 2021 Cooperative Joint Attentive Network for Patient Outcome Prediction on Irregular Multi-Rate Multivariate Health Data IJCAI 2021 Coreference-aware Surprisal Predicts Brain Response EMNLP 2021 Coreference Resolution without Span Representations ACL 2021 Corrected CBOW Performs as well as Skip-gram EMNLP 2021 Correspondence-Free Point Cloud Registration with SO(3)-Equivariant Implicit Shape Representations CoRL 2021 CoRT: Complementary Rankings from Transformers NAACL 2021 CoSMo: Content-Style Modulation for Image Retrieval With Text Feedback CVPR 2021 CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021 Counterfactual Maximum Likelihood Estimation for Training Deep Networks NeurIPS 2021 Counterfactual Representation Learning with Balancing Weights AISTATS 2021 Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ACL 2021 Coupled Gradient Estimators for Discrete Latent Variables NeurIPS 2021 Coupled Layer-wise Graph Convolution for Transportation Demand Prediction AAAI 2021 Coupled Segmentation and Edge Learning via Dynamic Graph Propagation NeurIPS 2021 Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty AAAI 2021 Covariance-Free Partial Least Squares: An Incremental Dimensionality Reduction Method WACV 2021