Deep Learning

Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning Interspeech 2018 Sanskrit Sandhi Splitting using seq2(seq)2 EMNLP 2018 Sanskrit Word Segmentation Using Character-level Recurrent and Convolutional Neural Networks EMNLP 2018 SBNet: Sparse Blocks Network for Fast Inference CVPR 2018 Scalable and Effective Deep CCA via Soft Decorrelation CVPR 2018 Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation CoRL 2018 Scalable Dense Non-Rigid Structure-From-Motion: A Grassmannian Perspective CVPR 2018 Scalable Factorized Hierarchical Variational Autoencoder Training Interspeech 2018 Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition AISTATS 2018 Scalable Generalized Dynamic Topic Models AISTATS 2018 Scalable methods for 8-bit training of neural networks NeurIPS 2018 Scalable Multiplex Network Embedding IJCAI 2018 Scalable Wide and Deep Learning for Computer Assisted Coding NAACL 2018 Scale-Recurrent Network for Deep Image Deblurring CVPR 2018 Scaling Neural Machine Translation EMNLP 2018 Scaling provable adversarial defenses NeurIPS 2018 ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans CVPR 2018 SCAN: Learning Hierarchical Compositional Visual Concepts ICLR 2018 Scientific Discovery as Link Prediction in Influence and Citation Graphs NAACL 2018 Searching for Efficient Multi-Scale Architectures for Dense Image Prediction NeurIPS 2018 SEARNN: Training RNNs with global-local losses ICLR 2018 SecureNets: Secure Inference of Deep Neural Networks on an Untrusted Cloud ACML 2018 SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation CVPR 2018 Seeing Small Faces From Robust Anchor's Perspective CVPR 2018 Seeing Voices and Hearing Faces: Cross-Modal Biometric Matching CVPR 2018