Deep Learning

Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning ICCV 2019 Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation ICML 2019 Understanding Priors in Bayesian Neural Networks at the Unit Level ICML 2019 Understanding Sparse JL for Feature Hashing NeurIPS 2019 Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets ICLR 2019 Understanding the Disharmony Between Dropout and Batch Normalization by Variance Shift CVPR 2019 Understanding the Effect of Textual Adversaries in Multimodal Machine Translation EMNLP 2019 Understanding the Limitations of CNN-Based Absolute Camera Pose Regression CVPR 2019 Understanding the Polarity of Events in the Biomedical Literature: Deep Learning vs. Linguistically-informed Methods NAACL 2019 Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology NeurIPS 2019 Understanding the Role of Momentum in Stochastic Gradient Methods NeurIPS 2019 Understanding Undesirable Word Embedding Associations ACL 2019 Understanding VAEs in Fisher-Shannon Plane AAAI 2019 UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-Noise Ratio Condition Interspeech 2019 UNH at SemEval-2019 Task 12: Toponym Resolution in Scientific Papers SemEval 2019 uniblock: Scoring and Filtering Corpus with Unicode Block Information EMNLP 2019 Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP 2019 Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition Interspeech 2019 Unified Language-Independent DNN-Based G2P Converter Interspeech 2019 Unified Language Model Pre-training for Natural Language Understanding and Generation NeurIPS 2019 Unified Semantic Parsing with Weak Supervision ACL 2019 UniformFace: Learning Deep Equidistributed Representation for Face Recognition CVPR 2019 Unifying Heterogeneous Classifiers With Distillation CVPR 2019 Universal Adversarial Perturbation via Prior Driven Uncertainty Approximation ICCV 2019 Universal Adversarial Triggers for Attacking and Analyzing NLP EMNLP 2019