Deep Learning

A Task in a Suit and a Tie: Paraphrase Generation with Semantic Augmentation AAAI 2019 A Tensorized Transformer for Language Modeling NeurIPS 2019 A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI AAAI 2019 A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning CVPR 2019 Atlas of Digital Pathology: A Generalized Hierarchical Histological Tissue Type-Annotated Database for Deep Learning CVPR 2019 ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning AAAI 2019 A Tour of Convolutional Networks Guided by Linear Interpreters ICCV 2019 Attacking Optical Flow ICCV 2019 Attending to Discriminative Certainty for Domain Adaptation CVPR 2019 Attending to Future Tokens for Bidirectional Sequence Generation EMNLP 2019 ATTENet: Detecting and Explaining Suspicious Tax Evasion Groups IJCAI 2019 Attentional Feature-Pair Relation Networks for Accurate Face Recognition ICCV 2019 Attention and Lexicon Regularized LSTM for Aspect-based Sentiment Analysis ACL 2019 Attention Augmented Convolutional Networks ICCV 2019 Attention-Aware Multi-Stroke Style Transfer CVPR 2019 Attention-Aware Sampling via Deep Reinforcement Learning for Action Recognition AAAI 2019 Attention-Based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions CVPR 2019 Attention-based Conditioning Methods for External Knowledge Integration ACL 2019 Attention-Based Dropout Layer for Weakly Supervised Object Localization CVPR 2019 Attention Based Glaucoma Detection: A Large-Scale Database and CNN Model CVPR 2019 Attention Based Hybrid i-Vector BLSTM Model for Language Recognition Interspeech 2019 Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation AAAI 2019 Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting AAAI 2019 Attention-Based Word Vector Prediction with LSTMs and its Application to the OOV Problem in ASR Interspeech 2019 Attention Branch Network: Learning of Attention Mechanism for Visual Explanation CVPR 2019