Optimization & Theory

Efficient Minimum Word Error Rate Training of RNN-Transducer for End-to-End Speech Recognition Interspeech 2020 Efficient Neural Vision Systems Based on Convolutional Image Acquisition CVPR 2020 Efficient Projection-free Algorithms for Saddle Point Problems NeurIPS 2020 Efficient Proximal Mapping of the 1-path-norm of Shallow Networks ICML 2020 Efficient Residual Dense Block Search for Image Super-Resolution AAAI 2020 Efficient Second-Order TreeCRF for Neural Dependency Parsing ACL 2020 Efficient Verification of ReLU-Based Neural Networks via Dependency Analysis AAAI 2020 Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory AAAI 2020 Eliminating the Invariance on the Loss Landscape of Linear Autoencoders ICML 2020 Empirical Bounds on Linear Regions of Deep Rectifier Networks AAAI 2020 Encoding Physical Constraints in Differentiable Newton-Euler Algorithm L4DC 2020 End-to-End ASR with Adaptive Span Self-Attention Interspeech 2020 End to End Binarized Neural Networks for Text Classification EMNLP 2020 End-to-End Learnable Geometric Vision by Backpropagating PnP Optimization CVPR 2020 Enhanced Transport Distance for Unsupervised Domain Adaptation CVPR 2020 Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder CVPR 2020 Error Estimation for Sketched SVD via the Bootstrap ICML 2020 Escaping Saddle-Point Faster under Interpolation-like Conditions NeurIPS 2020 Estimating Stochastic Linear Combination of Non-Linear Regressions AAAI 2020 Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks CVPR 2020 Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification Interspeech 2020 Exactly Computing the Local Lipschitz Constant of ReLU Networks NeurIPS 2020 Explaining Knowledge Distillation by Quantifying the Knowledge CVPR 2020 Explicit Regularisation in Gaussian Noise Injections NeurIPS 2020 Exploring the Boundaries of Low-Resource BERT Distillation EMNLP 2020