Neural Networks

On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs WACV 2020 On Improving Code Mixed Speech Synthesis with Mixlingual Grapheme-to-Phoneme Model Interspeech 2020 On Infinite-Width Hypernetworks NeurIPS 2020 Online Blind Reverberation Time Estimation Using CRNNs Interspeech 2020 Online Continual Learning from Imbalanced Data ICML 2020 Online Knowledge Distillation via Collaborative Learning CVPR 2020 Online Lens Motion Smoothing for Video Autofocus WACV 2020 Online Monaural Speech Enhancement Using Delayed Subband LSTM Interspeech 2020 On Power Laws in Deep Ensembles NeurIPS 2020 On Robustness of Neural Ordinary Differential Equations ICLR 2020 On the Acceleration of Deep Learning Model Parallelism With Staleness CVPR 2020 On the linearity of large non-linear models: when and why the tangent kernel is constant NeurIPS 2020 On the Modularity of Hypernetworks NeurIPS 2020 On the Multiple Descent of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels COLT 2020 On the Number of Linear Regions of Convolutional Neural Networks ICML 2020 On the Practical Ability of Recurrent Neural Networks to Recognize Hierarchical Languages COLING 2020 On the Relationship between Self-Attention and Convolutional Layers ICLR 2020 On the universality of deep learning NeurIPS 2020 On the Usage of Multi-Feature Integration for Speaker Verification and Language Identification Interspeech 2020 Ontology Reasoning with Deep Neural Networks (Extended Abstract) IJCAI 2020 On Translation Invariance in CNNs: Convolutional Layers Can Exploit Absolute Spatial Location CVPR 2020 On Universal Equivariant Set Networks ICLR 2020 Optical Flow in Deep Visual Tracking AAAI 2020 Optimal transport mapping via input convex neural networks ICML 2020 Optimizing Mode Connectivity via Neuron Alignment NeurIPS 2020