Deep Learning

Learning Invariant Representations with Kernel Warping AISTATS 2019 Learning Joint 2D-3D Representations for Depth Completion ICCV 2019 Learning Joint Gait Representation via Quintuplet Loss Minimization CVPR 2019 Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets MIDL 2019 Learning Joint Reconstruction of Hands and Manipulated Objects CVPR 2019 Learning Latent Dynamics for Planning from Pixels ICML 2019 Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling NeurIPS 2019 Learning Latent Superstructures in Variational Autoencoders for Deep Multidimensional Clustering ICLR 2019 Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming ACL 2019 Learning Lightweight Lane Detection CNNs by Self Attention Distillation ICCV 2019 Learning Linear Transformations for Fast Image and Video Style Transfer CVPR 2019 Learning Local Descriptors With a CDF-Based Dynamic Soft Margin ICCV 2019 Learning Localized Generative Models for 3D Point Clouds via Graph Convolution ICLR 2019 Learning Loss for Active Learning CVPR 2019 Learning Low-precision Neural Networks without Straight-Through Estimator (STE) IJCAI 2019 Learning metrics for persistence-based summaries and applications for graph classification NeurIPS 2019 Learning Metrics From Teachers: Compact Networks for Image Embedding CVPR 2019 Learning Monocular Depth Estimation Infusing Traditional Stereo Knowledge CVPR 2019 Learning Multi-Class Segmentations From Single-Class Datasets CVPR 2019 Learning Multimodal Graph-to-Graph Translation for Molecule Optimization ICLR 2019 Learning Multi-Task Communication with Message Passing for Sequence Learning AAAI 2019 Learning Natural Language Interfaces with Neural Models Interspeech 2019 Learning Navigation Subroutines from Egocentric Videos CoRL 2019 Learning Neural Bag-of-Matrix-Summarization with Riemannian Network AAAI 2019 Learning Neural Networks with Two Nonlinear Layers in Polynomial Time COLT 2019