Neural Networks

Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization Interspeech 2020 Understanding Alzheimer disease’s structural connectivity through explainable AI MIDL 2020 Understanding Deep Architecture with Reasoning Layer NeurIPS 2020 Understanding Generalization in Deep Learning via Tensor Methods AISTATS 2020 Understanding Generalization in Neural Networks for Robustness against Adversarial Vulnerabilities AAAI 2020 Understanding spiking networks through convex optimization NeurIPS 2020 Understanding Why Neural Networks Generalize Well Through GSNR of Parameters ICLR 2020 U-Net Based Direct-Path Dominance Test for Robust Direction-of-Arrival Estimation Interspeech 2020 Unified Dynamic Convolutional Network for Super-Resolution With Variational Degradations CVPR 2020 Unifying Activation- and Timing-based Learning Rules for Spiking Neural Networks NeurIPS 2020 Uninformed Students: Student-Teacher Anomaly Detection With Discriminative Latent Embeddings CVPR 2020 Unique Properties of Flat Minima in Deep Networks ICML 2020 Universal Approximation with Certified Networks ICLR 2020 Universal Approximation with Deep Narrow Networks COLT 2020 Universal Equivariant Multilayer Perceptrons ICML 2020 Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs CVPR 2020 Universal Simulation of Stable Dynamical Systems by Recurrent Neural Nets L4DC 2020 Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal AAAI 2020 Unrestricted Adversarial Examples via Semantic Manipulation ICLR 2020 Unsupervised Clustering using Pseudo-semi-supervised Learning ICLR 2020 Unsupervised Deep Shape Descriptor With Point Distribution Learning CVPR 2020 Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation CVPR 2020 Unsupervised Neural Universal Denoiser for Finite-Input General-Output Noisy Channel AISTATS 2020 UNSW System Description for the Shared Task on Automatic Speech Recognition for Non-Native Children’s Speech Interspeech 2020 Untangling tradeoffs between recurrence and self-attention in artificial neural networks NeurIPS 2020