Representation Learning

Learning Code Changes by Exploiting Bidirectional Converting Deviation ACML 2020 Learning Combinatorial Solver for Graph Matching CVPR 2020 Learning Complex Spectral Mapping for Speech Enhancement with Improved Cross-Corpus Generalization Interspeech 2020 Learning Compositional Koopman Operators for Model-Based Control ICLR 2020 Learning Constraints for Structured Prediction Using Rectifier Networks ACL 2020 Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations NeurIPS 2020 Learning Counterfactual Representations for Estimating Individual Dose-Response Curves AAAI 2020 Learning Cross-Modal Context Graph for Visual Grounding AAAI 2020 Learning Data-Driven Drug-Target-Disease Interaction via Neural Tensor Network IJCAI 2020 Learning De-biased Representations with Biased Representations ICML 2020 Learning Deep Attribution Priors Based On Prior Knowledge NeurIPS 2020 Learning Deep Kernels for Non-Parametric Two-Sample Tests ICML 2020 Learning Deep Relations to Promote Saliency Detection AAAI 2020 Learning Differentiable Programs with Admissible Neural Heuristics NeurIPS 2020 Learning Discrete Energy-based Models via Auxiliary-variable Local Exploration NeurIPS 2020 Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information ICML 2020 Learning Discriminative and Generalizable Representations by Spatial-Channel Partition for Person Re-Identification WACV 2020 Learning Disentangled Representations and Group Structure of Dynamical Environments NeurIPS 2020 Learning Disentangled Representations for CounterFactual Regression ICLR 2020 Learning Disentangled Representations of Videos with Missing Data NeurIPS 2020 Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction NeurIPS 2020 Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions AAAI 2020 Learning Dynamical Systems with Side Information L4DC 2020 Learning Dynamic and Personalized Comorbidity Networks from Event Data using Deep Diffusion Processes AISTATS 2020 Learning Dynamic Context Graph Embedding ACML 2020