Deep Learning

From Research to Production and Back: Ludicrously Fast Neural Machine Translation EMNLP 2019 From Strings to Things: Knowledge-Enabled VQA Model That Can Read and Reason ICCV 2019 From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining EMNLP 2019 From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI NeurIPS 2019 From Zero-Shot Learning to Cold-Start Recommendation AAAI 2019 FSGAN: Subject Agnostic Face Swapping and Reenactment ICCV 2019 f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition AAAI 2019 Fully Automatic Video Colorization With Self-Regularization and Diversity CVPR 2019 Fully-Convolutional Network for Pitch Estimation of Speech Signals Interspeech 2019 Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing AAAI 2019 Fully Convolutional Pixel Adaptive Image Denoiser ICCV 2019 Fully Convolutional Video Captioning with Coarse-to-Fine and Inherited Attention AAAI 2019 Fully Learnable Group Convolution for Acceleration of Deep Neural Networks CVPR 2019 Fully Neural Network based Model for General Temporal Point Processes NeurIPS 2019 Fully Parameterized Quantile Function for Distributional Reinforcement Learning NeurIPS 2019 Fully Quantized Network for Object Detection CVPR 2019 Fully Unsupervised Crosslingual Semantic Textual Similarity Metric Based on BERT for Identifying Parallel Data CoNLL 2019 Functional Adversarial Attacks NeurIPS 2019 Functional Transparency for Structured Data: a Game-Theoretic Approach ICML 2019 FUNCTIONAL VARIATIONAL BAYESIAN NEURAL NETWORKS ICLR 2019 Function Space Particle Optimization for Bayesian Neural Networks ICLR 2019 Fusing Recalibrated Features and Depthwise Separable Convolution for the Mangrove Bird Sound Classification ACML 2019 Fusing Unsupervised and Supervised Deep Learning for White Matter Lesion Segmentation MIDL 2019 Fusion Techniques for Utterance-Level Emotion Recognition Combining Speech and Transcripts Interspeech 2019 F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning CVPR 2019