Techniques

Once-for-All: Train One Network and Specialize it for Efficient Deployment ICLR 2020 On Convergence and Generalization of Dropout Training NeurIPS 2020 On Correctness of Automatic Differentiation for Non-Differentiable Functions NeurIPS 2020 One-Shot Adversarial Attacks on Visual Tracking With Dual Attention CVPR 2020 On Layer Normalization in the Transformer Architecture ICML 2020 Online Blind Reverberation Time Estimation Using CRNNs Interspeech 2020 On the Detection of Digital Face Manipulation CVPR 2020 On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning AAAI 2020 On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers EMNLP 2020 On the Regularization Properties of Structured Dropout CVPR 2020 On the Sentence Embeddings from Pre-trained Language Models EMNLP 2020 On the weak link between importance and prunability of attention heads EMNLP 2020 On Translation Invariance in CNNs: Convolutional Layers Can Exploit Absolute Spatial Location CVPR 2020 On Universal Equivariant Set Networks ICLR 2020 Operation-Aware Soft Channel Pruning using Differentiable Masks ICML 2020 Optimization Theory for ReLU Neural Networks Trained with Normalization Layers ICML 2020 Order Matters: Semantic-Aware Neural Networks for Binary Code Similarity Detection AAAI 2020 Organ at Risk Segmentation for Head and Neck Cancer Using Stratified Learning and Neural Architecture Search CVPR 2020 Orthogonalized SGD and Nested Architectures for Anytime Neural Networks ICML 2020 Overflow Aware Quantization: Accelerating Neural Network Inference by Low-bit Multiply-Accumulate Operations IJCAI 2020 Padé Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks ICLR 2020 PairNorm: Tackling Oversmoothing in GNNs ICLR 2020 PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation EMNLP 2020 Paraphrase Generation by Learning How to Edit from Samples ACL 2020 Parsing as Pretraining AAAI 2020