Deep Learning

Deep Metric Learning by Online Soft Mining and Class-Aware Attention AAAI 2019 Deep Metric Learning to Rank CVPR 2019 Deep Modular Co-Attention Networks for Visual Question Answering CVPR 2019 Deep Multimodal Clustering for Unsupervised Audiovisual Learning CVPR 2019 Deep Multimodal Multilinear Fusion with High-order Polynomial Pooling NeurIPS 2019 Deep Multi-Model Fusion for Single-Image Dehazing ICCV 2019 Deep Multiple-Attribute-Perceived Network for Real-World Texture Recognition ICCV 2019 Deep Multi-State Dynamic Recurrent Neural Networks Operating on Wavelet Based Neural Features for Robust Brain Machine Interfaces NeurIPS 2019 Deep Multitask Acoustic Echo Cancellation Interspeech 2019 Deep Network Interpolation for Continuous Imagery Effect Transition CVPR 2019 Deep Neural Baselines for Computational Paralinguistics Interspeech 2019 Deep Neural Model Inspection and Comparison via Functional Neuron Pathways ACL 2019 Deep Neural Models for Medical Concept Normalization in User-Generated Texts ACL 2019 Deep neural model with enhanced embeddings for pharmaceutical and chemical entities recognition in Spanish clinical text EMNLP 2019 Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data AAAI 2019 Deep Neural Networks Constrained by Decision Rules AAAI 2019 Deep Neural Networks Learn Non-Smooth Functions Effectively AISTATS 2019 Deep Neural Networks with Multi-Branch Architectures Are Intrinsically Less Non-Convex AISTATS 2019 Deep Non-Rigid Structure From Motion ICCV 2019 DeepNose: Using artificial neural networks to represent the space of odorants ICML 2019 Deep Online Learning Via Meta-Learning: Continual Adaptation for Model-Based RL ICLR 2019 Deep Optimal Stopping JMLR 2019 Deep Ordinal Regression for Pledge Specificity Prediction EMNLP 2019 Deep Parametric Indoor Lighting Estimation ICCV 2019 Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels CVPR 2019