Deep Learning

Exponential convergence rates for Batch Normalization: The power of length-direction decoupling in non-convex optimization AISTATS 2019 Expressive Body Capture: 3D Hands, Face, and Body From a Single Image CVPR 2019 Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions UAI 2019 Extending Event Detection to New Types with Learning from Keywords EMNLP 2019 Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images NeurIPS 2019 Extract, Adapt and Recognize: An End-to-End Neural Network for Corrupted Monaural Speech Recognition Interspeech 2019 Extract and Aggregate: A Novel Domain-Independent Approach to Factual Data Verification EMNLP 2019 Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation NAACL 2019 Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers ACL 2019 Extracting Possessions from Social Media: Images Complement Language EMNLP 2019 Extracting relations between outcomes and significance levels in Randomized Controlled Trials (RCTs) publications ACL 2019 Extracting Symptoms and their Status from Clinical Conversations ACL 2019 Extractive NarrativeQA with Heuristic Pre-Training EMNLP 2019 Extractive Summarization of Long Documents by Combining Global and Local Context EMNLP 2019 Extrapolating Paths with Graph Neural Networks IJCAI 2019 Face Alignment With Kernel Density Deep Neural Network ICCV 2019 Facebook AI’s WAT19 Myanmar-English Translation Task Submission EMNLP 2019 Face De-Occlusion Using 3D Morphable Model and Generative Adversarial Network ICCV 2019 Face Parsing With RoI Tanh-Warping CVPR 2019 Face Reconstruction from Voice using Generative Adversarial Networks NeurIPS 2019 Face-to-Parameter Translation for Game Character Auto-Creation ICCV 2019 Fact-Checking Meets Fauxtography: Verifying Claims About Images EMNLP 2019 Fact or Factitious? Contextualized Opinion Spam Detection ACL 2019 Factor Graph Attention CVPR 2019 Factorization of Discriminatively Trained i-Vector Extractor for Speaker Recognition Interspeech 2019