Representation Learning

Discovering Interpretable Representations for Both Deep Generative and Discriminative Models ICML 2018 Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment CVPR 2018 Disentangling Factors of Variation by Mixing Them CVPR 2018 Disentangling Structure and Aesthetics for Style-Aware Image Completion CVPR 2018 Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention ACL 2018 Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items EMNLP 2018 Domain Adapted Word Embeddings for Improved Sentiment Classification ACL 2018 Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models EMNLP 2018 Effective Parallel Corpus Mining using Bilingual Sentence Embeddings EMNLP 2018 Eliminating Background-Bias for Robust Person Re-Identification CVPR 2018 Embedding Learning Through Multilingual Concept Induction ACL 2018 EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions EMNLP 2018 Emotional Attention: A Study of Image Sentiment and Visual Attention CVPR 2018 EmotionX-AR: CNN-DCNN autoencoder based Emotion Classifier ACL 2018 Empirical Evaluation of Character-Based Model on Neural Named-Entity Recognition in Indonesian Conversational Texts EMNLP 2018 End-to-End Learning of Keypoint Detector and Descriptor for Pose Invariant 3D Matching CVPR 2018 Enhancing the Spatial Resolution of Stereo Images Using a Parallax Prior CVPR 2018 Evaluating the Utility of Hand-crafted Features in Sequence Labelling EMNLP 2018 Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing ACL 2018 Event2Mind: Commonsense Inference on Events, Intents, and Reactions ACL 2018 Explicitly modeling case improves neural dependency parsing EMNLP 2018 Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization ACL 2018 Exploiting Contextual Information via Dynamic Memory Network for Event Detection EMNLP 2018 Exploiting Deep Representations for Neural Machine Translation EMNLP 2018 Exploring How Phone Classification Neural Networks Learn Phonetic Information by Visualising and Interpreting Bottleneck Features Interspeech 2018