Neural Networks

From Simulated Mixtures to Simulated Conversations as Training Data for End-to-End Neural Diarization Interspeech 2022 From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction EMNLP 2022 FT-DeepNets: Fault-Tolerant Convolutional Neural Networks With Kernel-Based Duplication WACV 2022 Fully-Connected Network on Noncompact Symmetric Space and Ridgelet Transform based on Helgason-Fourier Analysis ICML 2022 Fully Hyperbolic Neural Networks ACL 2022 Fully Spiking Variational Autoencoder AAAI 2022 Gaussian Mixture Convolution Networks ICLR 2022 Generalised Implicit Neural Representations NeurIPS 2022 Generalization of Neural Combinatorial Solvers Through the Lens of Adversarial Robustness ICLR 2022 Generalization Properties of NAS under Activation and Skip Connection Search NeurIPS 2022 Generalized Binary Search Network for Highly-Efficient Multi-View Stereo CVPR 2022 Generative Coarse-Graining of Molecular Conformations ICML 2022 Generative Models as Distributions of Functions AISTATS 2022 GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction MLHC 2022 Geometry-Aware Hierarchical Bayesian Learning on Manifolds WACV 2022 Geometry-aware Two-scale PIFu Representation for Human Reconstruction NeurIPS 2022 Geometry-Consistent Neural Shape Representation with Implicit Displacement Fields ICLR 2022 Gestures Are Used Rationally: Information Theoretic Evidence from Neural Sequential Models COLING 2022 GhostNetV2: Enhance Cheap Operation with Long-Range Attention NeurIPS 2022 GIRAFFE HD: A High-Resolution 3D-Aware Generative Model CVPR 2022 GLD-Net: Improving Monaural Speech Enhancement by Learning Global and Local Dependency Features with GLD Block Interspeech 2022 GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks NeurIPS 2022 Globally Gated Deep Linear Networks NeurIPS 2022 Globally Injective ReLU Networks JMLR 2022 Global Optimization Networks ICML 2022