Deep Learning

Anomaly Detection With Multiple-Hypotheses Predictions ICML 2019 A Non-Causal FFTNet Architecture for Speech Enhancement Interspeech 2019 A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs EMNLP 2019 An Online Attention-Based Model for Speech Recognition Interspeech 2019 Anonymized BERT: An Augmentation Approach to the Gendered Pronoun Resolution Challenge ACL 2019 An Open-World Extension to Knowledge Graph Completion Models AAAI 2019 A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis EMNLP 2019 A Novel Framework for Robustness Analysis of Visual QA Models AAAI 2019 A novel segmentation framework for uveal melanoma in magnetic resonance imaging based on class activation maps MIDL 2019 Answer-based Adversarial Training for Generating Clarification Questions NAACL 2019 Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation EMNLP 2019 Answer Identification from Product Reviews for User Questions by Multi-Task Attentive Networks AAAI 2019 Answering Conversational Questions on Structured Data without Logical Forms EMNLP 2019 Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction ACL 2019 Answer Them All! Toward Universal Visual Question Answering Models CVPR 2019 AntisymmetricRNN: A Dynamical System View on Recurrent Neural Networks ICLR 2019 Antonym-Synonym Classification Based on New Sub-Space Embeddings AAAI 2019 An Unsupervised Autoregressive Model for Speech Representation Learning Interspeech 2019 AOGNets: Compositional Grammatical Architectures for Deep Learning CVPR 2019 A Parametric Top-View Representation of Complex Road Scenes CVPR 2019 A Paraphrase Generation System for EHR Question Answering ACL 2019 APDrawingGAN: Generating Artistic Portrait Drawings From Face Photos With Hierarchical GANs CVPR 2019 APE at Scale and Its Implications on MT Evaluation Biases ACL 2019 A Perceptual Prediction Framework for Self Supervised Event Segmentation CVPR 2019 A Persistent Weisfeiler-Lehman Procedure for Graph Classification ICML 2019