Representation Learning

Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter EMNLP 2018 Beyond Holistic Object Recognition: Enriching Image Understanding With Part States CVPR 2018 Beyond the Pixel-Wise Loss for Topology-Aware Delineation CVPR 2018 Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR 2018 Blockwise Parallel Decoding for Deep Autoregressive Models NeurIPS 2018 Breaking the Activation Function Bottleneck through Adaptive Parameterization NeurIPS 2018 Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval IJCAI 2018 Character-level Supervision for Low-resource POS Tagging ACL 2018 Characters or Morphemes: How to Represent Words? ACL 2018 Clinical Skin Lesion Diagnosis Using Representations Inspired by Dermatologist Criteria CVPR 2018 CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP 2018 Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation EMNLP 2018 Comparative Analysis of Neural QA models on SQuAD ACL 2018 Concatenative Resynthesis with Improved Training Signals for Speech Enhancement Interspeech 2018 Connecting Supervised and Unsupervised Sentence Embeddings ACL 2018 Constituency Parsing with a Self-Attentive Encoder ACL 2018 Content Selection in Deep Learning Models of Summarization EMNLP 2018 Context-Aware Deep Feature Compression for High-Speed Visual Tracking CVPR 2018 Context Sensitive Neural Lemmatization with Lematus NAACL 2018 Contextual Neural Model for Translating Bilingual Multi-Speaker Conversations EMNLP 2018 Convolutional Interaction Network for Natural Language Inference EMNLP 2018 Corpus Specificity in LSA and Word2vec: The Role of Out-of-Domain Documents ACL 2018 Debugging Sequence-to-Sequence Models with Seq2Seq-Vis EMNLP 2018 Decoupled Networks CVPR 2018 Deep Cauchy Hashing for Hamming Space Retrieval CVPR 2018