Neural Networks

Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions UAI 2019 Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images NeurIPS 2019 Extracting Symptoms and their Status from Clinical Conversations ACL 2019 Face Alignment With Kernel Density Deep Neural Network ICCV 2019 Faithful Multimodal Explanation for Visual Question Answering ACL 2019 Fake News Detection using Deep Markov Random Fields NAACL 2019 Fashion++: Minimal Edits for Outfit Improvement ICCV 2019 Fast and Accurate Classification with a Multi-Spike Learning Algorithm for Spiking Neurons IJCAI 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 Image Restoration With Multi-Bin Trainable Linear Units ICCV 2019 Fast Object Detection in Compressed Video ICCV 2019 Fast Spatio-Temporal Residual Network for Video Super-Resolution CVPR 2019 Fast Video Object Segmentation via Dynamic Targeting Network ICCV 2019 Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study AAAI 2019 Feedback Network for Image Super-Resolution CVPR 2019 FEELVOS: Fast End-To-End Embedding Learning for Video Object Segmentation CVPR 2019 Finding Hierarchical Structure in Neural Stacks Using Unsupervised Parsing ACL 2019 Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias NeurIPS 2019 Find Me if You Can: Deep Software Clone Detection by Exploiting the Contest between the Plagiarist and the Detector AAAI 2019 Fine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural Networks ICML 2019 Fine-grained Optimization of Deep Neural Networks NeurIPS 2019 Fine-Grained Spoiler Detection from Large-Scale Review Corpora ACL 2019 Fingerspelling Recognition in the Wild With Iterative Visual Attention ICCV 2019 First-Order Adversarial Vulnerability of Neural Networks and Input Dimension ICML 2019