Deep Learning

COBRA: Context-Aware Bernoulli Neural Networks for Reputation Assessment AAAI 2020 CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines AAAI 2020 Combination of Neural Machine Translation Systems at WMT20 EMNLP 2020 Confidence-Aware Learning for Deep Neural Networks ICML 2020 Continuous Multiagent Control Using Collective Behavior Entropy for Large-Scale Home Energy Management AAAI 2020 Conv-TasSAN: Separative Adversarial Network Based on Conv-TasNet Interspeech 2020 Cost-Accuracy Aware Adaptive Labeling for Active Learning AAAI 2020 Coupled-View Deep Classifier Learning from Multiple Noisy Annotators AAAI 2020 Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset EMNLP 2020 Cross Copy Network for Dialogue Generation EMNLP 2020 Cross-Interaction Hierarchical Attention Networks for Urban Anomaly Prediction IJCAI 2020 DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards AAAI 2020 DeepCoDA: personalized interpretability for compositional health data ICML 2020 Deep Convolutional Spiking Neural Networks for Keyword Spotting Interspeech 2020 Deep Embedded Non-Redundant Clustering AAAI 2020 Deep Neural Network Approximated Dynamic Programming for Combinatorial Optimization AAAI 2020 Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing AAAI 2020 Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting ACL 2020 Detecting Out-of-Distribution Examples with Gram Matrices ICML 2020 DIANet: Dense-and-Implicit Attention Network AAAI 2020 Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation ICML 2020 Distilling Effective Supervision From Severe Label Noise CVPR 2020 DNNs as Layers of Cooperating Classifiers AAAI 2020 Do We Need Zero Training Loss After Achieving Zero Training Error? ICML 2020 DSNAS: Direct Neural Architecture Search Without Parameter Retraining CVPR 2020