Deep Learning

Breaking the Curse of Dimensionality with Convex Neural Networks JMLR 2017 Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding ACL 2017 Bridging the Gap Between Value and Policy Based Reinforcement Learning NeurIPS 2017 Broad Context Language Modeling as Reading Comprehension EACL 2017 Building a Regular Decision Boundary With Deep Networks CVPR 2017 CAD2RL: Real Single-Image Flight Without a Single Real Image RSS 2017 Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent NeurIPS 2017 CANE: Context-Aware Network Embedding for Relation Modeling ACL 2017 Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains ACL 2017 Captioning Images With Diverse Objects CVPR 2017 Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields IJCNLP 2017 Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition Interspeech 2017 Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network EMNLP 2017 Cascaded Attention based Unsupervised Information Distillation for Compressive Summarization EMNLP 2017 Cascade Dynamics Modeling with Attention-based Recurrent Neural Network IJCAI 2017 Causal Effect Inference with Deep Latent-Variable Models NeurIPS 2017 Cause-Effect Knowledge Acquisition and Neural Association Model for Solving A Set of Winograd Schema Problems IJCAI 2017 CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos CVPR 2017 CERN: Confidence-Energy Recurrent Network for Group Activity Recognition CVPR 2017 CFNN: Correlation Filter Neural Network for Visual Object Tracking IJCAI 2017 Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks EACL 2017 Character-Aware Neural Morphological Disambiguation ACL 2017 Character-Word LSTM Language Models EACL 2017 Charmanteau: Character Embedding Models For Portmanteau Creation EMNLP 2017 Chat Disentanglement: Identifying Semantic Reply Relationships with Random Forests and Recurrent Neural Networks IJCNLP 2017