Representation Learning

Learning to Structure an Image With Few Colors CVPR 2020 Learning to Super Resolve Intensity Images From Events CVPR 2020 Learning to Transfer Texture From Clothing Images to 3D Humans CVPR 2020 Learning Unseen Concepts via Hierarchical Decomposition and Composition CVPR 2020 Learning Visual Emotion Representations From Web Data CVPR 2020 Length- and Noise-Aware Training Techniques for Short-Utterance Speaker Recognition Interspeech 2020 Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization CVPR 2020 Lighthouse: Predicting Lighting Volumes for Spatially-Coherent Illumination CVPR 2020 Lightweight Photometric Stereo for Facial Details Recovery CVPR 2020 Linear Disentangled Representations and Unsupervised Action Estimation NeurIPS 2020 LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space EMNLP 2020 Logic2Text: High-Fidelity Natural Language Generation from Logical Forms EMNLP 2020 Long-Short Graph Memory Network for Skeleton-based Action Recognition WACV 2020 Long Short-Term Sample Distillation AAAI 2020 Look-Into-Object: Self-Supervised Structure Modeling for Object Recognition CVPR 2020 Low-Dimensional Hyperbolic Knowledge Graph Embeddings ACL 2020 Low Distortion Block-Resampling with Spatially Stochastic Networks NeurIPS 2020 LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention EMNLP 2020 MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning ACL 2020 Masked Language Model Scoring ACL 2020 MaskFlownet: Asymmetric Feature Matching With Learnable Occlusion Mask CVPR 2020 MaskGEC: Improving Neural Grammatical Error Correction via Dynamic Masking AAAI 2020 MAST: A Memory-Augmented Self-Supervised Tracker CVPR 2020 Medical Concept Normalization in User-Generated Texts by Learning Target Concept Embeddings EMNLP 2020 Meshlet Priors for 3D Mesh Reconstruction CVPR 2020