Deep Learning

Single Image Deraining: A Comprehensive Benchmark Analysis CVPR 2019 Single Image Reflection Removal Beyond Linearity CVPR 2019 Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements CVPR 2019 Spatially Variant Linear Representation Models for Joint Filtering CVPR 2019 Spatial-Temporal Person Re-Identification AAAI 2019 STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework ACL 2019 Statistical Approach to Speech Synthesis: Past, Present and Future Interspeech 2019 Supervised Fitting of Geometric Primitives to 3D Point Clouds CVPR 2019 Survey Talk: Modeling in Automatic Speech Recognition: Beyond Hidden Markov Models Interspeech 2019 SymantoResearch at SemEval-2019 Task 3: Combined Neural Models for Emotion Classification in Human-Chatbot Conversations SemEval 2019 TableSense: Spreadsheet Table Detection with Convolutional Neural Networks AAAI 2019 Taming the Noisy Gradient: Train Deep Neural Networks with Small Batch Sizes IJCAI 2019 TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding AAAI 2019 The University of Helsinki Submissions to the WMT19 Similar Language Translation Task ACL 2019 The University of Maryland’s Kazakh-English Neural Machine Translation System at WMT19 ACL 2019 This Looks Like That: Deep Learning for Interpretable Image Recognition NeurIPS 2019 Time/Accuracy Tradeoffs for Learning a ReLU with respect to Gaussian Marginals NeurIPS 2019 Time-Conditioned Action Anticipation in One Shot CVPR 2019 Towards Automated Semantic Role Labelling of Hindi-English Code-Mixed Tweets EMNLP 2019 Towards High-Fidelity Nonlinear 3D Face Morphable Model CVPR 2019 Towards Linear Time Neural Machine Translation with Capsule Networks EMNLP 2019 Training a Spiking Neural Network with Equilibrium Propagation AISTATS 2019 Training Neural Machine Translation to Apply Terminology Constraints ACL 2019 Translating Between Morphologically Rich Languages: An Arabic-to-Turkish Machine Translation System ACL 2019 Truly Proximal Policy Optimization UAI 2019