Representation Learning

Sports Field Localization via Deep Structured Models CVPR 2017 Straight to Shapes: Real-Time Detection of Encoded Shapes CVPR 2017 Structured Generative Adversarial Networks NeurIPS 2017 Style Transfer from Non-Parallel Text by Cross-Alignment NeurIPS 2017 Supervised Deep Features for Software Functional Clone Detection by Exploiting Lexical and Syntactical Information in Source Code IJCAI 2017 Supervised Learning of Universal Sentence Representations from Natural Language Inference Data EMNLP 2017 SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability NeurIPS 2017 Task-Driven Dynamic Fusion: Reducing Ambiguity in Video Description CVPR 2017 Teaching Compositionality to CNNs CVPR 2017 Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants EMNLP 2017 The strange geometry of skip-gram with negative sampling EMNLP 2017 Training Group Orthogonal Neural Networks with Privileged Information IJCAI 2017 TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension ACL 2017 Unite the People: Closing the Loop Between 3D and 2D Human Representations CVPR 2017 Universal Style Transfer via Feature Transforms NeurIPS 2017 Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NeurIPS 2017 Unsupervised Learning of Disentangled Representations from Video NeurIPS 2017 Unsupervised Learning of Long-Term Motion Dynamics for Videos CVPR 2017 Unsupervised Part Learning for Visual Recognition CVPR 2017 Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm EMNLP 2017 Watset: Automatic Induction of Synsets from a Graph of Synonyms ACL 2017 What do Neural Machine Translation Models Learn about Morphology? ACL 2017 What Do Recurrent Neural Network Grammars Learn About Syntax? EACL 2017 Word Embeddings based on Fixed-Size Ordinally Forgetting Encoding EMNLP 2017 Word Re-Embedding via Manifold Dimensionality Retention EMNLP 2017