Representation Learning

Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction NeurIPS 2020 Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics CVPR 2020 STEFANN: Scene Text Editor Using Font Adaptive Neural Network CVPR 2020 Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model NeurIPS 2020 Stochastic Latent Residual Video Prediction ICML 2020 Stochastic Normalizing Flows NeurIPS 2020 Stochastic Variance-Reduced Algorithms for PCA with Arbitrary Mini-Batch Sizes AISTATS 2020 Stolen Probability: A Structural Weakness of Neural Language Models ACL 2020 Story Embedding: Learning Distributed Representations of Stories based on Character Networks (Extended Abstract) IJCAI 2020 Streaming Nonlinear Bayesian Tensor Decomposition UAI 2020 Strip Pooling: Rethinking Spatial Pooling for Scene Parsing CVPR 2020 StructEdit: Learning Structural Shape Variations CVPR 2020 Structural Language Models of Code ICML 2020 Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models EMNLP 2020 Structure Aware Negative Sampling in Knowledge Graphs EMNLP 2020 Structured Output Learning with Conditional Generative Flows AAAI 2020 Structured Prediction for Conditional Meta-Learning NeurIPS 2020 Structured Prediction with Partial Labelling through the Infimum Loss ICML 2020 Structured Self-Attention Weights Encode Semantics in Sentiment Analysis EMNLP 2020 Structure Learning for Headline Generation AAAI 2020 Strudel: Learning Structured-Decomposable Probabilistic Circuits PGM 2020 Student Specialization in Deep Rectified Networks With Finite Width and Input Dimension ICML 2020 Subset Selection by Pareto Optimization with Recombination AAAI 2020 SubSpace Capsule Network AAAI 2020 Subspace Fitting Meets Regression: The Effects of Supervision and Orthonormality Constraints on Double Descent of Generalization Errors ICML 2020