Representation Learning

Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems ACL 2017 Projective Low-rank Subspace Clustering via Learning Deep Encoder IJCAI 2017 QLUT at SemEval-2017 Task 1: Semantic Textual Similarity Based on Word Embeddings SemEval 2017 Query-Focused Video Summarization: Dataset, Evaluation, and a Memory Network Based Approach CVPR 2017 Reconstructing Transient Images From Single-Photon Sensors CVPR 2017 Recurrent Ladder Networks NeurIPS 2017 Refining Word Embeddings for Sentiment Analysis EMNLP 2017 Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild CVPR 2017 ResSim at SemEval-2017 Task 1: Multilingual Word Representations for Semantic Textual Similarity SemEval 2017 ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes CVPR 2017 Scene Graph Generation by Iterative Message Passing CVPR 2017 Seeing What Is Not There: Learning Context to Determine Where Objects Are Missing CVPR 2017 See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-Identification CVPR 2017 SEF@UHH at SemEval-2017 Task 1: Unsupervised Knowledge-Free Semantic Textual Similarity via Paragraph Vector SemEval 2017 Segmentation-Free Word Embedding for Unsegmented Languages EMNLP 2017 Self-paced Compensatory Deep Boltzmann Machine for Semi-Structured Document Embedding IJCAI 2017 Self-Supervised Video Representation Learning With Odd-One-Out Networks CVPR 2017 Semantic Compositional Networks for Visual Captioning CVPR 2017 Semi-Supervised Deep Learning for Monocular Depth Map Prediction CVPR 2017 Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification IJCNLP 2017 SEVEN: Deep Semi-supervised Verification Networks IJCAI 2017 Simultaneous Feature Aggregating and Hashing for Large-Scale Image Search CVPR 2017 SMARTies: Sentiment Models for Arabic Target entities EACL 2017 Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations NeurIPS 2017 Spatial-Semantic Image Search by Visual Feature Synthesis CVPR 2017