Neural Networks

Shape Reconstruction by Learning Differentiable Surface Representations CVPR 2020 Sharp Representation Theorems for ReLU Networks with Precise Dependence on Depth NeurIPS 2020 Should we Hard-Code the Recurrence Concept or Learn it Instead ? Exploring the Transformer Architecture for Audio-Visual Speech Recognition Interspeech 2020 SiamBOMB: A Real-time AI-based System for Home-cage Animal Tracking, Segmentation and Behavioral Analysis IJCAI 2020 Siamese Box Adaptive Network for Visual Tracking CVPR 2020 Siamese Content Loss Networks for Highly Imbalanced Medical Image Segmentation MIDL 2020 Siamese Convolutional Neural Network Using Gaussian Probability Feature for Spoofing Speech Detection Interspeech 2020 Siamese X-Vector Reconstruction for Domain Adapted Speaker Recognition Interspeech 2020 Siam R-CNN: Visual Tracking by Re-Detection CVPR 2020 Sideways: Depth-Parallel Training of Video Models CVPR 2020 Significance Tests for Neural Networks JMLR 2020 Silhouette Guided Point Cloud Reconstruction beyond Occlusion WACV 2020 Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation AAAI 2020 Simplifying Hamiltonian and Lagrangian Neural Networks via Explicit Constraints NeurIPS 2020 Simultaneous Conversion of Speaker Identity and Emotion Based on Multiple-Domain Adaptive RBM Interspeech 2020 Single-Channel Speech Enhancement by Subspace Affinity Minimization Interspeech 2020 Single Image Reflection Removal Through Cascaded Refinement CVPR 2020 Single-Stage 6D Object Pose Estimation CVPR 2020 SkipConvNet: Skip Convolutional Neural Network for Speech Dereverberation Using Optimally Smoothed Spectral Mapping Interspeech 2020 SK-Net: Deep Learning on Point Cloud via End-to-End Discovery of Spatial Keypoints AAAI 2020 Sliced Cramer Synaptic Consolidation for Preserving Deeply Learned Representations ICLR 2020 SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations WACV 2020 SNODE: Spectral Discretization of Neural ODEs for System Identification ICLR 2020 SNOW: Subscribing to Knowledge via Channel Pooling for Transfer & Lifelong Learning of Convolutional Neural Networks ICLR 2020 Soft Threshold Weight Reparameterization for Learnable Sparsity ICML 2020