Deep Learning

Adapting Deep Learning Methods for Mental Health Prediction on Social Media EMNLP 2019 Addressing the Under-Translation Problem from the Entropy Perspective AAAI 2019 A deep-learning framework to detect sarcasm targets EMNLP 2019 A Discriminative Neural Model for Cross-Lingual Word Alignment EMNLP 2019 Adverse Drug Effect and Personalized Health Mentions, CLaC at SMM4H 2019, Tasks 1 and 4 ACL 2019 All-Weather Deep Outdoor Lighting Estimation CVPR 2019 A Mobile Application for Sound Event Detection IJCAI 2019 Analysing Coreference in Transformer Outputs EMNLP 2019 Arabic Dialect Identification with Deep Learning and Hybrid Frequency Based Features ACL 2019 Assessing Arabic Weblog Credibility via Deep Co-learning ACL 2019 A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI AAAI 2019 Attention-Based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions CVPR 2019 AutoAssist: A Framework to Accelerate Training of Deep Neural Networks NeurIPS 2019 Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant AAAI 2019 Automatic Face Aging in Videos via Deep Reinforcement Learning CVPR 2019 Beyond BLEU: Training Neural Machine Translation with Semantic Similarity ACL 2019 Blind Super-Resolution With Iterative Kernel Correction CVPR 2019 Block Coordinate Regularization by Denoising NeurIPS 2019 BridgeNet: A Continuity-Aware Probabilistic Network for Age Estimation CVPR 2019 Bridging the Gap between Training and Inference for Neural Machine Translation ACL 2019 Calibrating Deep Convolutional Gaussian Processes AISTATS 2019 Camera Lens Super-Resolution CVPR 2019 CAPNet: Continuous Approximation Projection for 3D Point Cloud Reconstruction Using 2D Supervision AAAI 2019 Capsule Networks Need an Improved Routing Algorithm ACML 2019 Capture, Learning, and Synthesis of 3D Speaking Styles CVPR 2019