Deep Learning

EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness Against Adversarial Attacks ICLR 2020 Empirical Bounds on Linear Regions of Deep Rectifier Networks AAAI 2020 Empirical Studies on the Properties of Linear Regions in Deep Neural Networks ICLR 2020 Empower Entity Set Expansion via Language Model Probing ACL 2020 Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation ICLR 2020 Enabling Language Models to Fill in the Blanks ACL 2020 Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction ACL 2020 Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks COLING 2020 Encoding Musical Style with Transformer Autoencoders ICML 2020 Encoding Physical Constraints in Differentiable Newton-Euler Algorithm L4DC 2020 Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages ACL 2020 Encoding word order in complex embeddings ICLR 2020 End-to-End Adversarial-Attention Network for Multi-Modal Clustering CVPR 2020 End-to-End ASR with Adaptive Span Self-Attention Interspeech 2020 End-to-End Bias Mitigation by Modelling Biases in Corpora ACL 2020 End to End Binarized Neural Networks for Text Classification EMNLP 2020 End-to-End Bootstrapping Neural Network for Entity Set Expansion AAAI 2020 End-to-End Deep Learning Speech Recognition Model for Silent Speech Challenge Interspeech 2020 End-to-End Emotion-Cause Pair Extraction with Graph Convolutional Network COLING 2020 End-to-End Extraction of Structured Information from Business Documents with Pointer-Generator Networks EMNLP 2020 End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming Interspeech 2020 End-to-End Keyword Search Based on Attention and Energy Scorer for Low Resource Languages Interspeech 2020 End-to-End Learnable Geometric Vision by Backpropagating PnP Optimization CVPR 2020 End-to-End Learning Local Multi-View Descriptors for 3D Point Clouds CVPR 2020 End-to-end learning of convolutional neural net and dynamic programming for left ventricle segmentation MIDL 2020