Deep Learning

Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms CVPR 2019 ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation CVPR 2019 Charge-Based Prison Term Prediction with Deep Gating Network EMNLP 2019 CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison AAAI 2019 Cognitive Deficit of Deep Learning in Numerosity AAAI 2019 Combining Deep Learning and Qualitative Spatial Reasoning to Learn Complex Structures from Sparse Examples with Noise AAAI 2019 Combining Deep Learning and Verification for Precise Object Instance Detection CoRL 2019 Communication-Efficient Stochastic Gradient MCMC for Neural Networks AAAI 2019 Comparing Sample-Wise Learnability across Deep Neural Network Models AAAI 2019 Composite Binary Decomposition Networks AAAI 2019 Content Authentication for Neural Imaging Pipelines: End-To-End Optimization of Photo Provenance in Complex Distribution Channels CVPR 2019 Context-Aware Spatio-Recurrent Curvilinear Structure Segmentation CVPR 2019 Countdown Regression: Sharp and Calibrated Survival Predictions UAI 2019 Cross-domain and Cross-lingual Abusive Language Detection: A Hybrid Approach with Deep Learning and a Multilingual Lexicon ACL 2019 Data Cleansing for Models Trained with SGD NeurIPS 2019 DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System AAAI 2019 Deep Contextualized Biomedical Abbreviation Expansion ACL 2019 Deep Equilibrium Models NeurIPS 2019 Deep Exemplar-Based Video Colorization CVPR 2019 Deep Flow-Guided Video Inpainting CVPR 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 with a Rethinking Structure for Multi-label Classification ACML 2019 Deep Learning without Weight Transport NeurIPS 2019