Representation Learning

Self-Supervised Representation Learning by Rotation Feature Decoupling CVPR 2019 Self-Supervised Spatiotemporal Learning via Video Clip Order Prediction CVPR 2019 Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles AAAI 2019 Semantic Alignment: Finding Semantically Consistent Ground-Truth for Facial Landmark Detection CVPR 2019 Semantic Attribute Matching Networks CVPR 2019 Semantic Correlation Promoted Shape-Variant Context for Segmentation CVPR 2019 Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition AAAI 2019 Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks EMNLP 2019 Sentence-Level Agreement for Neural Machine Translation ACL 2019 Sentence-Level Content Planning and Style Specification for Neural Text Generation EMNLP 2019 Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts ACL 2019 Sentiment Classification Using Document Embeddings Trained with Cosine Similarity ACL 2019 Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation ACL 2019 Shape2Motion: Joint Analysis of Motion Parts and Attributes From 3D Shapes CVPR 2019 Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning CVPR 2019 Similarity Preserving Deep Asymmetric Quantization for Image Retrieval AAAI 2019 Single-Frame Regularization for Temporally Stable CNNs CVPR 2019 Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module AAAI 2019 SoDeep: A Sorting Deep Net to Learn Ranking Loss Surrogates CVPR 2019 Soft Facial Landmark Detection by Label Distribution Learning AAAI 2019 Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog EMNLP 2019 Specializing Distributional Vectors of All Words for Lexical Entailment ACL 2019 Speech2Face: Learning the Face Behind a Voice CVPR 2019 Spell Once, Summon Anywhere: A Two-Level Open-Vocabulary Language Model AAAI 2019 SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings ACL 2019