Deep Learning

DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better ICCV 2019 Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation CVPR 2019 Decoding EEG by Visual-guided Deep Neural Networks IJCAI 2019 Decomposable Neural Paraphrase Generation ACL 2019 Decomposing Textual Information For Style Transfer EMNLP 2019 Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask NeurIPS 2019 Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering EMNLP 2019 Decoupled Weight Decay Regularization ICLR 2019 Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses CVPR 2019 Decoupling Sparsity and Smoothness in the Dirichlet Variational Autoencoder Topic Model JMLR 2019 Deep Active Learning with a Neural Architecture Search NeurIPS 2019 DeepAnalyzer at SemEval-2019 Task 6: A deep learning-based ensemble method for identifying offensive tweets SemEval 2019 DeepAPF: Deep Attentive Probabilistic Factorization for Multi-site Video Recommendation IJCAI 2019 Deep Appearance Maps ICCV 2019 Deep Asymmetric Metric Learning via Rich Relationship Mining CVPR 2019 Deep Attention Gated Dilated Temporal Convolutional Networks with Intra-Parallel Convolutional Modules for End-to-End Monaural Speech Separation Interspeech 2019 Deep Bayesian Natural Language Processing ACL 2019 Deep Bidirectional Transformers for Relation Extraction without Supervision EMNLP 2019 Deep Blind Hyperspectral Image Fusion ICCV 2019 Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence CVPR 2019 DeepCaps: Going Deeper With Capsule Networks CVPR 2019 DeepCCFV: Camera Constraint-Free Multi-View Convolutional Neural Network for 3D Object Retrieval AAAI 2019 DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System AAAI 2019 DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization AAAI 2019 Deep ChArUco: Dark ChArUco Marker Pose Estimation CVPR 2019