Classification

Deep Gamblers: Learning to Abstain with Portfolio Theory NeurIPS 2019 Deep Global Generalized Gaussian Networks CVPR 2019 Deep Hierarchical Multi-label Classification of Chest X-ray Images MIDL 2019 Deep Learning Based Mandarin Accent Identification for Accent Robust ASR Interspeech 2019 Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection AAAI 2019 Deep Learning for Identification of Adverse Effect Mentions In Twitter Data ACL 2019 Deep Learning of Segment-Level Feature Representation with Multiple Instance Learning for Utterance-Level Speech Emotion Recognition Interspeech 2019 Deep Learning Techniques for Humor Detection in Hindi-English Code-Mixed Tweets NAACL 2019 Deep Learning with a Rethinking Structure for Multi-label Classification ACML 2019 DeepLung: Smartphone Convolutional Neural Network-Based Inference of Lung Anomalies for Pulmonary Patients Interspeech 2019 Deep Metric Learning to Rank CVPR 2019 Deep Multiple-Attribute-Perceived Network for Real-World Texture Recognition ICCV 2019 Deep Neural Baselines for Computational Paralinguistics Interspeech 2019 Deep Neural Models for Medical Concept Normalization in User-Generated Texts ACL 2019 Deep Neural Networks Constrained by Decision Rules AAAI 2019 Deep Recurrent Survival Analysis AAAI 2019 Deep Residual Neural Networks for Audio Spoofing Detection Interspeech 2019 Deep Self-Learning From Noisy Labels ICCV 2019 DeepSentiPeer: Harnessing Sentiment in Review Texts to Recommend Peer Review Decisions ACL 2019 Deep Short Text Classification with Knowledge Powered Attention AAAI 2019 Deep Topic Models for Multi-label Learning AISTATS 2019 Deep Transfer Learning for Multiple Class Novelty Detection CVPR 2019 Deep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI AAAI 2019 Deep Unknown Intent Detection with Margin Loss ACL 2019 Defending against Whitebox Adversarial Attacks via Randomized Discretization AISTATS 2019