Deep Learning

Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements CVPR 2019 Single-Label Multi-Class Image Classification by Deep Logistic Regression AAAI 2019 Single-Model Uncertainties for Deep Learning NeurIPS 2019 Sinkhorn AutoEncoders UAI 2019 Situational Fusion of Visual Representation for Visual Navigation ICCV 2019 SIXray: A Large-Scale Security Inspection X-Ray Benchmark for Prohibited Item Discovery in Overlapping Images CVPR 2019 Skeleton-Aware 3D Human Shape Reconstruction From Point Clouds ICCV 2019 Skeleton-Based Action Recognition With Directed Graph Neural Networks CVPR 2019 Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module AAAI 2019 SketchGAN: Joint Sketch Completion and Recognition With Generative Adversarial Network CVPR 2019 Skin-Based Identification From Multispectral Image Data Using CNNs CVPR 2019 SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules MLHC 2019 Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices NeurIPS 2019 Sliced Score Matching: A Scalable Approach to Density and Score Estimation UAI 2019 Sliced Wasserstein Auto-Encoders ICLR 2019 Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation CVPR 2019 Sliced Wasserstein Generative Models CVPR 2019 Slim DensePose: Thrifty Learning From Sparse Annotations and Motion Cues CVPR 2019 Slimmable Neural Networks ICLR 2019 SlowFast Networks for Video Recognition ICCV 2019 Small and Practical BERT Models for Sequence Labeling EMNLP 2019 Small-Footprint Magic Word Detection Method Using Convolutional LSTM Neural Network Interspeech 2019 Small nonlinearities in activation functions create bad local minima in neural networks ICLR 2019 Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity NeurIPS 2019 Smooth Deep Image Generator from Noises AAAI 2019