Deep Learning

ARM: Augment-REINFORCE-Merge Gradient for Stochastic Binary Networks ICLR 2019 ARMIN: Towards a More Efficient and Light-weight Recurrent Memory Network IJCAI 2019 A Robust Framework for Acoustic Scene Classification Interspeech 2019 A Robust Local Spectral Descriptor for Matching Non-Rigid Shapes With Incompatible Shape Structures CVPR 2019 A rotation-equivariant convolutional neural network model of primary visual cortex ICLR 2019 Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-To-Image Translation CVPR 2019 ASAC: Active Sensing using Actor-Critic models MLHC 2019 A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection EMNLP 2019 A Semantics-based Model for Predicting Children's Vocabulary IJCAI 2019 A Semi-Supervised Stable Variational Network for Promoting Replier-Consistency in Dialogue Generation EMNLP 2019 A Similarity Measurement Method Based on Graph Kernel for Disconnected Graphs IJCAI 2019 A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit NeurIPS 2019 A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning ACL 2019 A Simple Baseline for Audio-Visual Scene-Aware Dialog CVPR 2019 A Simple Baseline for Bayesian Uncertainty in Deep Learning NeurIPS 2019 A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension ACL 2019 A Simple Pooling-Based Design for Real-Time Salient Object Detection CVPR 2019 A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation ACL 2019 A Skeleton-Bridged Deep Learning Approach for Generating Meshes of Complex Topologies From Single RGB Images CVPR 2019 Asking the Crowd: Question Analysis, Evaluation and Generation for Open Discussion on Online Forums ACL 2019 A Solvable High-Dimensional Model of GAN NeurIPS 2019 Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks EMNLP 2019 Aspect-Based Sentiment Classification with Attentive Neural Turing Machines IJCAI 2019 Aspect-Level Sentiment Analysis Via Convolution over Dependency Tree EMNLP 2019 Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network ACL 2019