Deep Learning

Efficient Verification of ReLU-Based Neural Networks via Dependency Analysis AAAI 2020 End-to-End Camera Calibration for Broadcast Videos CVPR 2020 End-to-End Neural Transformer Based Spoken Language Understanding Interspeech 2020 End-to-End Transition-Based Online Dialogue Disentanglement IJCAI 2020 ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation ACL 2020 Enhancing Urban Flow Maps via Neural ODEs IJCAI 2020 Error-Bounded Correction of Noisy Labels ICML 2020 Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization AAAI 2020 FQuAD: French Question Answering Dataset EMNLP 2020 GEV Beamforming Supported by DOA-Based Masks Generated on Pairs of Microphones Interspeech 2020 Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks AISTATS 2020 Graduate Employment Prediction with Bias AAAI 2020 Guided Learning of Nonconvex Models through Successive Functional Gradient Optimization ICML 2020 Hierarchically Clustered Representation Learning AAAI 2020 High Quality Streaming Speech Synthesis with Low, Sentence-Length-Independent Latency Interspeech 2020 HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction EMNLP 2020 How Does Label Noise Affect the Quality of Speaker Embeddings? Interspeech 2020 Hybrid Approaches to Fine-Grained Emotion Detection in Social Media Data AAAI 2020 Impact of Politically Biased Data on Hate Speech Classification EMNLP 2020 Implicit regularization for deep neural networks driven by an Ornstein-Uhlenbeck like process COLT 2020 Improved Speech Enhancement Using a Time-Domain GAN with Mask Learning Interspeech 2020 Improving generalization by controlling label-noise information in neural network weights ICML 2020 Incorporating a Local Translation Mechanism into Non-autoregressive Translation EMNLP 2020 Index Tracking with Cardinality Constraints: A Stochastic Neural Networks Approach AAAI 2020 Integrating Deep Learning with Logic Fusion for Information Extraction AAAI 2020