Deep Learning

A Neural Network Approach to Verb Phrase Ellipsis Resolution AAAI 2019 A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition CVPR 2019 A Neural Pipeline Approach for the PharmaCoNER Shared Task using Contextual Exhaustive Models EMNLP 2019 A Neural Temporal Model for Human Motion Prediction CVPR 2019 A Neural Turn-Taking Model without RNN Interspeech 2019 A Neurobiological Evaluation Metric for Neural Network Model Search CVPR 2019 An Evaluation of Language-Agnostic Inner-Attention-Based Representations in Machine Translation ACL 2019 A New Defense Against Adversarial Images: Turning a Weakness into a Strength NeurIPS 2019 A New Distribution on the Simplex with Auto-Encoding Applications NeurIPS 2019 A New Ensemble Learning Framework for 3D Biomedical Image Segmentation AAAI 2019 A New Multi-choice Reading Comprehension Dataset for Curriculum Learning ACML 2019 A New Time-Frequency Attention Mechanism for TDNN and CNN-LSTM-TDNN, with Application to Language Identification Interspeech 2019 Angular Triplet-Center Loss for Multi-View 3D Shape Retrieval AAAI 2019 Animating Arbitrary Objects via Deep Motion Transfer CVPR 2019 An Imitation Learning Approach to Unsupervised Parsing ACL 2019 An In-depth Analysis of the Effect of Lexical Normalization on the Dependency Parsing of Social Media EMNLP 2019 An Inexact Augmented Lagrangian Framework for Nonconvex Optimization with Nonlinear Constraints NeurIPS 2019 An Instability in Variational Inference for Topic Models ICML 2019 An Integral Tag Recommendation Model for Textual Content AAAI 2019 An Internal Learning Approach to Video Inpainting ICCV 2019 An Investigation of Model-Free Planning ICML 2019 An LSTM Adaptation Study of (Un)grammaticality ACL 2019 ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs IJCAI 2019 Anomaly Detection in Video Sequence With Appearance-Motion Correspondence ICCV 2019 Anomaly Detection Using Autoencoders in High Performance Computing Systems AAAI 2019