Neural Networks

Fisher-Rao Metric, Geometry, and Complexity of Neural Networks AISTATS 2019 Fixup Initialization: Residual Learning Without Normalization ICLR 2019 Flexibly Fair Representation Learning by Disentanglement ICML 2019 Floor-SP: Inverse CAD for Floorplans by Sequential Room-Wise Shortest Path ICCV 2019 Foreign Accent Conversion by Synthesizing Speech from Phonetic Posteriorgrams Interspeech 2019 ForkNet: Multi-Branch Volumetric Semantic Completion From a Single Depth Image ICCV 2019 Framewise Supervised Training Towards End-to-End Speech Recognition Models: First Results Interspeech 2019 From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction NeurIPS 2019 From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inference ICLR 2019 From Independent Prediction to Reordered Prediction: Integrating Relative Position and Global Label Information to Emotion Cause Identification AAAI 2019 From Recognition to Cognition: Visual Commonsense Reasoning CVPR 2019 Fully-Convolutional Network for Pitch Estimation of Speech Signals Interspeech 2019 Fully Convolutional Pixel Adaptive Image Denoiser ICCV 2019 Fully Parameterized Quantile Function for Distributional Reinforcement Learning NeurIPS 2019 Functional Transparency for Structured Data: a Game-Theoretic Approach ICML 2019 Fusing Recalibrated Features and Depthwise Separable Convolution for the Mangrove Bird Sound Classification ACML 2019 Fusion Techniques for Utterance-Level Emotion Recognition Combining Speech and Transcripts Interspeech 2019 Gated Residual Recurrent Graph Neural Networks for Traffic Prediction AAAI 2019 Gauge Equivariant Convolutional Networks and the Icosahedral CNN ICML 2019 Gaussian-Based Pooling for Convolutional Neural Networks NeurIPS 2019 Gaussian Temporal Awareness Networks for Action Localization CVPR 2019 Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition EMNLP 2019 GCN-Sem at SemEval-2019 Task 1: Semantic Parsing using Graph Convolutional and Recurrent Neural Networks SemEval 2019 General E(2)-Equivariant Steerable CNNs NeurIPS 2019 Generalization Bounds of Stochastic Gradient Descent for Wide and Deep Neural Networks NeurIPS 2019