Deep Learning

Turn a Silicon Camera Into an InGaAs Camera CVPR 2019 UDS–DFKI Submission to the WMT2019 Czech–Polish Similar Language Translation Shared Task ACL 2019 Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization EMNLP 2019 Understanding the Limitations of CNN-Based Absolute Camera Pose Regression CVPR 2019 Unraveling Antonym’s Word Vectors through a Siamese-like Network ACL 2019 Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media ACL 2019 Very Deep Self-Attention Networks for End-to-End Speech Recognition Interspeech 2019 Viewport Proposal CNN for 360deg Video Quality Assessment CVPR 2019 Volumetric Capture of Humans With a Single RGBD Camera via Semi-Parametric Learning CVPR 2019 Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network AAAI 2019 Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention ACL 2019 Accurate Uncertainties for Deep Learning Using Calibrated Regression ICML 2018 Active learning for deep semantic parsing ACL 2018 A Deep Dive into Word Sense Disambiguation with LSTM COLING 2018 A Deep Learning Based Approach to Transliteration ACL 2018 A Deep Neural Network Sentence Level Classification Method with Context Information EMNLP 2018 An Empirical Study of Building a Strong Baseline for Constituency Parsing ACL 2018 An Empirical Study of Machine Translation for the Shared Task of WMT18 EMNLP 2018 An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals Interspeech 2018 A Neural Layered Model for Nested Named Entity Recognition NAACL 2018 Angular Softmax for Short-Duration Text-independent Speaker Verification Interspeech 2018 Aperture Supervision for Monocular Depth Estimation CVPR 2018 A Purely End-to-End System for Multi-speaker Speech Recognition ACL 2018 A Semantic Loss Function for Deep Learning with Symbolic Knowledge ICML 2018 Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures NeurIPS 2018