Deep Learning

Spherical CNNs on Unstructured Grids ICLR 2019 Spherical Fractal Convolutional Neural Networks for Point Cloud Recognition CVPR 2019 Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on N-Spheres CVPR 2019 SpiderBoost and Momentum: Faster Variance Reduction Algorithms NeurIPS 2019 SPIGAN: Privileged Adversarial Learning from Simulation ICLR 2019 Spike-Train Level Backpropagation for Training Deep Recurrent Spiking Neural Networks NeurIPS 2019 SPLINE-Net: Sparse Photometric Stereo Through Lighting Interpolation and Normal Estimation Networks ICCV 2019 Splitting Steepest Descent for Growing Neural Architectures NeurIPS 2019 SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking CVPR 2019 SPoD-Net: Fast Recovery of Microscopic Images Using Learned ISTA ACML 2019 Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification CVPR 2019 SpotTune: Transfer Learning Through Adaptive Fine-Tuning CVPR 2019 Spreading vectors for similarity search ICLR 2019 Spurious Valleys in One-hidden-layer Neural Network Optimization Landscapes JMLR 2019 SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction CVPR 2019 SRM: A Style-Based Recalibration Module for Convolutional Neural Networks ICCV 2019 SROBB: Targeted Perceptual Loss for Single Image Super-Resolution ICCV 2019 SSN: Learning Sparse Switchable Normalization via SparsestMax CVPR 2019 SSN_NLP at SemEval-2019 Task 3: Contextual Emotion Identification from Textual Conversation using Seq2Seq Deep Neural Network SemEval 2019 SSN_NLP at SemEval-2019 Task 6: Offensive Language Identification in Social Media using Traditional and Deep Machine Learning Approaches SemEval 2019 SSN-SPARKS at SemEval-2019 Task 9: Mining Suggestions from Online Reviews using Deep Learning Techniques on Augmented Data SemEval 2019 SSRGD: Simple Stochastic Recursive Gradient Descent for Escaping Saddle Points NeurIPS 2019 Stability of Graph Scattering Transforms NeurIPS 2019 Stable Recurrent Models ICLR 2019 Stacked Capsule Autoencoders NeurIPS 2019