Representation Learning

Two-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification AAAI 2019 Type Sequence Preserving Heterogeneous Information Network Embedding AAAI 2019 Understanding and Visualizing Deep Visual Saliency Models CVPR 2019 Understanding Undesirable Word Embedding Associations ACL 2019 Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual EMNLP 2019 Unprocessing Images for Learned Raw Denoising CVPR 2019 Unsupervised Co-Learning on G-Manifolds Across Irreducible Representations NeurIPS 2019 Unsupervised Context Rewriting for Open Domain Conversation EMNLP 2019 Unsupervised Disentangling of Appearance and Geometry by Deformable Generator Network CVPR 2019 Unsupervised Embedding Learning via Invariant and Spreading Instance Feature CVPR 2019 Unsupervised Evaluation Metrics and Learning Criteria for Non-Parallel Textual Transfer EMNLP 2019 Unsupervised Hyper-alignment for Multilingual Word Embeddings ICLR 2019 Unsupervised Image Captioning CVPR 2019 Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring ACL 2019 Unsupervised learning of object structure and dynamics from videos NeurIPS 2019 Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models ACL 2019 Unsupervised Part-Based Disentangling of Object Shape and Appearance CVPR 2019 Untangling in Invariant Speech Recognition NeurIPS 2019 Using Word Embeddings to Examine Gender Bias in Dutch Newspapers, 1950-1990 ACL 2019 Utilizing Class Information for Deep Network Representation Shaping AAAI 2019 VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role Labeling EMNLP 2019 Video Object Detection with Locally-Weighted Deformable Neighbors AAAI 2019 Visual Concept-Metaconcept Learning NeurIPS 2019 Visualizing Trends of Key Roles in News Articles EMNLP 2019 Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration AAAI 2019