Representation Learning

Room to Glo: A Systematic Comparison of Semantic Change Detection Approaches with Word Embeddings EMNLP 2019 Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space EMNLP 2019 RS3CIS: Robust Single-Step Spectral Clustering with Intrinsic Subspace AAAI 2019 Safe Partial Diagnosis from Normal Observations AAAI 2019 Salient Speech Representations Based on Cloned Networks Interspeech 2019 SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next AAAI 2019 SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization EMNLP 2019 SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver ICML 2019 Scalable Block-Diagonal Locality-Constrained Projective Dictionary Learning IJCAI 2019 Scalable Interpretable Multi-Response Regression via SEED JMLR 2019 Scalable Learning in Reproducing Kernel Krein Spaces ICML 2019 Scalable, Semi-Supervised Extraction of Structured Information from Scientific Literature NAACL 2019 Scale-Adaptive Neural Dense Features: Learning via Hierarchical Context Aggregation CVPR 2019 Scaling and Benchmarking Self-Supervised Visual Representation Learning ICCV 2019 SceneCode: Monocular Dense Semantic Reconstruction Using Learned Encoded Scene Representations CVPR 2019 SceneGraphNet: Neural Message Passing for 3D Indoor Scene Augmentation ICCV 2019 Scene Graph Prediction With Limited Labels ICCV 2019 Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations NeurIPS 2019 Scheduled Sampling for Transformers ACL 2019 scikit-multilearn: A Python library for Multi-Label Classification JMLR 2019 Scoring Sentence Singletons and Pairs for Abstractive Summarization ACL 2019 SDC - Stacked Dilated Convolution: A Unified Descriptor Network for Dense Matching Tasks CVPR 2019 Search-Guided, Lightly-Supervised Training of Structured Prediction Energy Networks NeurIPS 2019 Searching for a Robust Neural Architecture in Four GPU Hours CVPR 2019 Second-Order Non-Local Attention Networks for Person Re-Identification ICCV 2019