deep neural network

Regularizing Neural Networks via Stochastic Branch Layers ACML 2019 Replay Attack Detection with Complementary High-Resolution Information Using End-to-End DNN for the ASVspoof 2019 Challenge Interspeech 2019 ResNet and Batch-normalization Improve Data Separability ACML 2019 Restoring ancient text using deep learning: a case study on Greek epigraphy EMNLP 2019 Robustness Verification of Classification Deep Neural Networks via Linear Programming CVPR 2019 SelectiveNet: A Deep Neural Network with an Integrated Reject Option ICML 2019 Self-Calibrating Deep Photometric Stereo Networks CVPR 2019 SELFIE: Refurbishing Unclean Samples for Robust Deep Learning ICML 2019 Semi-Supervised Learning by Augmented Distribution Alignment ICCV 2019 Sensitive-Sample Fingerprinting of Deep Neural Networks CVPR 2019 Sensitivity Analysis of Deep Neural Networks AAAI 2019 SGD Converges to Global Minimum in Deep Learning via Star-convex Path ICLR 2019 Shape2Motion: Joint Analysis of Motion Parts and Attributes From 3D Shapes CVPR 2019 Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models NeurIPS 2019 Soft Labels for Ordinal Regression CVPR 2019 SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence EMNLP 2019 Speaker-Corrupted Embeddings for Online Speaker Diarization Interspeech 2019 Speaker Recognition Benchmark Using the CHiME-5 Corpus Interspeech 2019 Speech Emotion Recognition with a Reject Option Interspeech 2019 SPoD-Net: Fast Recovery of Microscopic Images Using Learned ISTA ACML 2019 Spontaneous Conversational Speech Synthesis from Found Data Interspeech 2019 SpotTune: Transfer Learning Through Adaptive Fine-Tuning CVPR 2019 SROBB: Targeted Perceptual Loss for Single Image Super-Resolution ICCV 2019 SSN_NLP at SemEval-2019 Task 3: Contextual Emotion Identification from Textual Conversation using Seq2Seq Deep Neural Network SemEval 2019 Stance Detection in Code-Mixed Hindi-English Social Media Data using Multi-Task Learning NAACL 2019