Deep Learning

LanczosNet: Multi-Scale Deep Graph Convolutional Networks ICLR 2019 Language as an Abstraction for Hierarchical Deep Reinforcement Learning NeurIPS 2019 Language-Conditioned Graph Networks for Relational Reasoning ICCV 2019 Language-Driven Temporal Activity Localization: A Semantic Matching Reinforcement Learning Model CVPR 2019 Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training EMNLP 2019 Language Modeling with Deep Transformers Interspeech 2019 Language Modeling with Shared Grammar ACL 2019 Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation ACL 2019 Language Models as Knowledge Bases? EMNLP 2019 Large Dataset and Language Model Fun-Tuning for Humor Recognition ACL 2019 Large Scale Adversarial Representation Learning NeurIPS 2019 Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks CVPR 2019 Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy CVPR 2019 Large Scale GAN Training for High Fidelity Natural Image Synthesis ICLR 2019 Large Scale Graph Learning From Smooth Signals ICLR 2019 Large-Scale Heterogeneous Feature Embedding AAAI 2019 Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data CVPR 2019 Large Scale Incremental Learning CVPR 2019 Large-Scale Interactive Object Segmentation With Human Annotators CVPR 2019 Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games AAAI 2019 Large-Scale Long-Tailed Recognition in an Open World CVPR 2019 Large-Scale Mixed-Bandwidth Deep Neural Network Acoustic Modeling for Automatic Speech Recognition Interspeech 2019 Large-Scale Multi-Label Text Classification on EU Legislation ACL 2019 Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning EMNLP 2019 Large-Scale Tag-Based Font Retrieval With Generative Feature Learning ICCV 2019