Deep Learning

Divide and Conquer the Embedding Space for Metric Learning CVPR 2019 Divide and Couple: Using Monte Carlo Variational Objectives for Posterior Approximation NeurIPS 2019 Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing ACL 2019 DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning EMNLP 2019 DIViS: Domain Invariant Visual Servoing for Collision-Free Goal Reaching RSS 2019 Divisive Language and Propaganda Detection using Multi-head Attention Transformers with Deep Learning BERT-based Language Models for Binary Classification EMNLP 2019 DL2: Training and Querying Neural Networks with Logic ICML 2019 DLOW: Domain Flow for Adaptation and Generalization CVPR 2019 DM2C: Deep Mixed-Modal Clustering NeurIPS 2019 DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition CVPR 2019 DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-To-Image Synthesis CVPR 2019 DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation ICCV 2019 D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension EMNLP 2019 Do Better ImageNet Models Transfer Better? CVPR 2019 Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction EMNLP 2019 Doc2hash: Learning Discrete Latent variables for Documents Retrieval NAACL 2019 Document Hashing with Mixture-Prior Generative Models EMNLP 2019 Document Informed Neural Autoregressive Topic Models with Distributional Prior AAAI 2019 Document-Level Event Factuality Identification via Adversarial Neural Network NAACL 2019 Document-Level N-ary Relation Extraction with Multiscale Representation Learning NAACL 2019 Do Deep Generative Models Know What They Don't Know? ICLR 2019 Does Learning Specific Features for Related Parts Help Human Pose Estimation? CVPR 2019 Do Human Rationales Improve Machine Explanations? ACL 2019 Domain adaptation for part-of-speech tagging of noisy user-generated text NAACL 2019 Domain Adaptation of Neural Machine Translation by Lexicon Induction ACL 2019