Deep Learning

Efficient Predictive Uncertainty Estimators for Deep Probabilistic Models AAAI 2020 Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory AAAI 2020 Enabling Language Models to Fill in the Blanks ACL 2020 End-to-End Deep Learning Speech Recognition Model for Silent Speech Challenge Interspeech 2020 End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming Interspeech 2020 End-to-End Learning of Object Motion Estimation from Retinal Events for Event-Based Object Tracking AAAI 2020 End-to-End Speech-to-Dialog-Act Recognition Interspeech 2020 Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding AACL 2020 Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural Network Interspeech 2020 Estimating the effect of COVID-19 on mental health: Linguistic indicators of depression during a global pandemic ACL 2020 Evaluating Neural Morphological Taggers for Sanskrit ACL 2020 Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras CVPR 2020 EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs AAAI 2020 Exemplar Normalization for Learning Deep Representation CVPR 2020 Explicit Gradient Learning for Black-Box Optimization ICML 2020 Fast Soft Color Segmentation CVPR 2020 Fast Video Multi-Style Transfer WACV 2020 Feature Variance Regularization: A Simple Way to Improve the Generalizability of Neural Networks AAAI 2020 FERNet: Fine-grained Extraction and Reasoning Network for Emotion Recognition in Dialogues AACL 2020 Few-Shot Learning of Video Action Recognition Only Based on Video Contents WACV 2020 FIND: Human-in-the-Loop Debugging Deep Text Classifiers EMNLP 2020 FlowNet3D++: Geometric Losses For Deep Scene Flow Estimation WACV 2020 FNNC: Achieving Fairness through Neural Networks IJCAI 2020 FPETS: Fully Parallel End-to-End Text-to-Speech System AAAI 2020 Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference AAAI 2020