Architectures

Functional Neural Networks for Parametric Image Restoration Problems NeurIPS 2021 Functional Regularization for Reinforcement Learning via Learned Fourier Features NeurIPS 2021 Funnel Deep Complex U-Net for Phase-Aware Speech Enhancement Interspeech 2021 FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting ICCV 2021 Fusing the Old with the New: Learning Relative Camera Pose with Geometry-Guided Uncertainty CVPR 2021 Fusion Learning Using Semantics and Graph Convolutional Network for Visual Food Recognition WACV 2021 Fusion-Net: Time-Frequency Information Fusion Y-Network for Speech Enhancement Interspeech 2021 Fusion of Embeddings Networks for Robust Combination of Text Dependent and Independent Speaker Recognition Interspeech 2021 Future-Guided Incremental Transformer for Simultaneous Translation AAAI 2021 FVC: A New Framework Towards Deep Video Compression in Feature Space CVPR 2021 GAEN: Graph Attention Evolving Networks IJCAI 2021 Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks AAAI 2021 GAML-BERT: Improving BERT Early Exiting by Gradient Aligned Mutual Learning EMNLP 2021 GAN-Control: Explicitly Controllable GANs ICCV 2021 GAN "Steerability" without optimization ICLR 2021 Gated Transformer for Robust De-noised Sequence-to-Sequence Modelling EMNLP 2021 GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction AAAI 2021 Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs ICLR 2021 Gauge Equivariant Transformer NeurIPS 2021 Gaussian Context Transformer CVPR 2021 Gaussian Kernel Mixture Network for Single Image Defocus Deblurring NeurIPS 2021 Gaussian Process Priors for View-Aware Inference AAAI 2021 GDPNet: Refining Latent Multi-View Graph for Relation Extraction AAAI 2021 GemNet: Universal Directional Graph Neural Networks for Molecules NeurIPS 2021 GENE: Global Event Network Embedding NAACL 2021