Deep Learning

Clinical Judgement Study using Question Answering from Electronic Health Records MLHC 2019 Closed-Loop Memory GAN for Continual Learning IJCAI 2019 ClothFlow: A Flow-Based Model for Clothed Person Generation ICCV 2019 Cloze-driven Pretraining of Self-attention Networks EMNLP 2019 CLP at SemEval-2019 Task 3: Multi-Encoder in Hierarchical Attention Networks for Contextual Emotion Detection SemEval 2019 Cluster Analysis in Latent Space: Identifying Personalized Aortic Valve Prosthesis Shapes using Deep Representations MIDL 2019 ClusterGAN: Latent Space Clustering in Generative Adversarial Networks AAAI 2019 Cluster-Gated Convolutional Neural Network for Short Text Classification CoNLL 2019 ClusterNet: Deep Hierarchical Cluster Network With Rigorously Rotation-Invariant Representation for Point Cloud Analysis CVPR 2019 CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text EMNLP 2019 CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets IJCAI 2019 CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding EMNLP 2019 CN-HIT-MI.T at SemEval-2019 Task 6: Offensive Language Identification Based on BiLSTM with Double Attention SemEval 2019 CNN^{2}: Viewpoint Generalization via a Binocular Vision NeurIPS 2019 CNN-Based Phoneme Classifier from Vocal Tract MRI Learns Embedding Consistent with Articulatory Topology Interspeech 2019 CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks AAAI 2019 CNN-LSTM Models for Multi-Speaker Source Separation Using Bayesian Hyper Parameter Optimization Interspeech 2019 CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks ACL 2019 Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering ICLR 2019 Coarse-to-Fine Image Inpainting via Region-wise Convolutions and Non-Local Correlation IJCAI 2019 Coarse-to-Fine Optimization for Speech Enhancement Interspeech 2019 CoAStaL at SemEval-2019 Task 3: Affect Classification in Dialogue using Attentive BiLSTMs SemEval 2019 code2seq: Generating Sequences from Structured Representations of Code ICLR 2019 Code Generation as a Dual Task of Code Summarization NeurIPS 2019 Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences CoNLL 2019