Deep Learning

A Generic Acceleration Framework for Stochastic Composite Optimization NeurIPS 2019 A Geometric Perspective on the Transferability of Adversarial Directions AISTATS 2019 Aggregated Momentum: Stability Through Passive Damping ICLR 2019 Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching EMNLP 2019 Aggregation Cross-Entropy for Sequence Recognition CVPR 2019 A Goal-Driven Tree-Structured Neural Model for Math Word Problems IJCAI 2019 A Grammar-Based Structural CNN Decoder for Code Generation AAAI 2019 A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation NeurIPS 2019 A Hierarchical Framework for Relation Extraction with Reinforcement Learning AAAI 2019 A Hierarchical Location Prediction Neural Network for Twitter User Geolocation EMNLP 2019 A Hierarchically-Labeled Portuguese Hate Speech Dataset ACL 2019 A Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks AAAI 2019 A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer ACL 2019 A Hybrid Approach to Acoustic Scene Classification Based on Universal Acoustic Models Interspeech 2019 A Hybrid, Dual Domain, Cascade of Convolutional Neural Networks for Magnetic Resonance Image Reconstruction MIDL 2019 A Hybrid Model for Globally Coherent Story Generation ACL 2019 A Hybrid Neural Network Model for Commonsense Reasoning EMNLP 2019 AIRD: Adversarial Learning Framework for Image Repurposing Detection CVPR 2019 AI-Sketcher : A Deep Generative Model for Producing High-Quality Sketches AAAI 2019 A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy ACL 2019 A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations CVPR 2019 A Kernel Perspective for Regularizing Deep Neural Networks ICML 2019 A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis EMNLP 2019 A Label Informative Wide & Deep Classifier for Patents and Papers EMNLP 2019 A Large-Scale Study on Regularization and Normalization in GANs ICML 2019