Architectures

Deep Neural Networks Constrained by Decision Rules AAAI 2019 Deep Neural Networks Learn Non-Smooth Functions Effectively AISTATS 2019 Deep Neural Networks with Multi-Branch Architectures Are Intrinsically Less Non-Convex AISTATS 2019 Deep Non-Rigid Structure From Motion ICCV 2019 DeepNose: Using artificial neural networks to represent the space of odorants ICML 2019 Deep Online Learning Via Meta-Learning: Continual Adaptation for Model-Based RL ICLR 2019 Deep Parametric Indoor Lighting Estimation ICCV 2019 Deep Recurrent Survival Analysis AAAI 2019 Deep ReLU Networks Have Surprisingly Few Activation Patterns NeurIPS 2019 Deep Residual Learning in the JPEG Transform Domain ICCV 2019 Deep Residual Neural Networks for Audio Spoofing Detection Interspeech 2019 Deep Restoration of Vintage Photographs From Scanned Halftone Prints ICCV 2019 Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion NeurIPS 2019 Deep Scale-spaces: Equivariance Over Scale NeurIPS 2019 Deep Sensing of Breathing Signal During Conversational Speech Interspeech 2019 Deep Signature Transforms NeurIPS 2019 Deep Single-Image Portrait Relighting ICCV 2019 Deep Single-View 3D Object Reconstruction with Visual Hull Embedding AAAI 2019 Deep, Skinny Neural Networks are not Universal Approximators ICLR 2019 Deep Sky Modeling for Single Image Outdoor Lighting Estimation CVPR 2019 Deep Speaker Embedding Extraction with Channel-Wise Feature Responses and Additive Supervision Softmax Loss Function Interspeech 2019 Deep Speaker Recognition: Modular or Monolithic? Interspeech 2019 Deep Spectral Clustering Using Dual Autoencoder Network CVPR 2019 Deep Spectral Kernel Learning IJCAI 2019 Deep Stacked Hierarchical Multi-Patch Network for Image Deblurring CVPR 2019