Deep Learning

Distributed Fine-tuning of Language Models on Private Data ICLR 2018 Distributed Weight Consolidation: A Brain Segmentation Case Study NeurIPS 2018 Distribution-Specific Hardness of Learning Neural Networks JMLR 2018 Diverse Ensemble Evolution: Curriculum Data-Model Marriage NeurIPS 2018 Diversity-Driven Exploration Strategy for Deep Reinforcement Learning NeurIPS 2018 Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation EMNLP 2018 Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification CVPR 2018 Divide and Conquer for Full-Resolution Light Field Deblurring CVPR 2018 Divide and Conquer Networks ICLR 2018 Divide and Grow: Capturing Huge Diversity in Crowd Images With Incrementally Growing CNN CVPR 2018 DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features SemEval 2018 DNN-based Speech Synthesis for Small Data Sets Considering Bidirectional Speech-Text Conversion Interspeech 2018 DNN Multimodal Fusion Techniques for Predicting Video Sentiment ACL 2018 Do Character-Level Neural Network Language Models Capture Knowledge of Multiword Expression Compositionality? COLING 2018 Document Context Neural Machine Translation with Memory Networks ACL 2018 Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention ACL 2018 Document Modeling with External Attention for Sentence Extraction ACL 2018 Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System EMNLP 2018 Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages? EMNLP 2018 Do explanations make VQA models more predictable to a human? EMNLP 2018 Do GANs learn the distribution? Some Theory and Empirics ICLR 2018 Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items EMNLP 2018 Domain Adaptation for Disease Phrase Matching with Adversarial Networks ACL 2018 Domain Adaptation with Adversarial Training and Graph Embeddings ACL 2018 Domain Adapted Word Embeddings for Improved Sentiment Classification ACL 2018