Application Areas

Wide Compression: Tensor Ring Nets CVPR 2018 Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks CVPR 2018 Word-based Domain Adaptation for Neural Machine Translation EMNLP 2018 Word Error Rate Estimation for Speech Recognition: e-WER ACL 2018 Word-Level Loss Extensions for Neural Temporal Relation Classification COLING 2018 wPerf: Generic Off-CPU Analysis to Identify Bottleneck Waiting Events OSDI 2018 WRPN: Wide Reduced-Precision Networks ICLR 2018 WSNet: Compact and Efficient Networks Through Weight Sampling ICML 2018 XL-NBT: A Cross-lingual Neural Belief Tracking Framework EMNLP 2018 xUnit: Learning a Spatial Activation Function for Efficient Image Restoration CVPR 2018 ZCU-NTIS Speaker Diarization System for the DIHARD 2018 Challenge Interspeech 2018 Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains CVPR 2018 µTune: Auto-Tuned Threading for OLDI Microservices OSDI 2018 A Bayesian Data Augmentation Approach for Learning Deep Models NeurIPS 2017 A Causal Framework for Discovering and Removing Direct and Indirect Discrimination IJCAI 2017 Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM NeurIPS 2017 A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation CVPR 2017 A Comparative Evaluation of GMM-Free State Tying Methods for ASR Interspeech 2017 A Convolutional Approach for Misinformation Identification IJCAI 2017 A Convolutional Encoder Model for Neural Machine Translation ACL 2017 Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning CVPR 2017 Active Learning for Cost-Sensitive Classification ICML 2017 Active Sentiment Domain Adaptation ACL 2017 Adapting Deep Network Features to Capture Psychological Representations: An Abridged Report IJCAI 2017 Adaptive Classification for Prediction Under a Budget NeurIPS 2017