Deep Learning

fairseq: A Fast, Extensible Toolkit for Sequence Modeling NAACL 2019 Faithful Multimodal Explanation for Visual Question Answering ACL 2019 Fake News Detection using Deep Markov Random Fields NAACL 2019 Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation UAI 2019 FAMNet: Joint Learning of Feature, Affinity and Multi-Dimensional Assignment for Online Multiple Object Tracking ICCV 2019 FA-RPN: Floating Region Proposals for Face Detection CVPR 2019 Fashion++: Minimal Edits for Outfit Improvement ICCV 2019 Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid ICCV 2019 Fast and Accurate Classification with a Multi-Spike Learning Algorithm for Spiking Neurons IJCAI 2019 Fast and Accurate Stochastic Gradient Estimation NeurIPS 2019 Fast and Faster Convergence of SGD for Over-Parameterized Models and an Accelerated Perceptron AISTATS 2019 Fast and Flexible Indoor Scene Synthesis via Deep Convolutional Generative Models CVPR 2019 Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes NeurIPS 2019 Fast and Practical Neural Architecture Search ICCV 2019 Fast and Provable ADMM for Learning with Generative Priors NeurIPS 2019 Fast and Robust Shortest Paths on Manifolds Learned from Data AISTATS 2019 Fast and Simple Mixture of Softmaxes with BPE and Hybrid-LightRNN for Language Generation AAAI 2019 Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations ICML 2019 Fast AutoAugment NeurIPS 2019 Fast, Diverse and Accurate Image Captioning Guided by Part-Of-Speech CVPR 2019 Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention EMNLP 2019 FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network CVPR 2019 Fast Image Restoration With Multi-Bin Trainable Linear Units ICCV 2019 Fast Interactive Object Annotation With Curve-GCN CVPR 2019 Fast Low-rank Metric Learning for Large-scale and High-dimensional Data NeurIPS 2019