Model Architecture

QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection CVPR 2022 RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection Interspeech 2022 Rare Gems: Finding Lottery Tickets at Initialization NeurIPS 2022 Re-architecting Traffic Analysis with Neural Network Interface Cards NSDI 2022 Recent Advances on Neural Network Pruning at Initialization IJCAI 2022 Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank? ICLR 2022 Redistribution of Weights and Activations for AdderNet Quantization NeurIPS 2022 Reducing Flipping Errors in Deep Neural Networks AAAI 2022 Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity MLHC 2022 ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction JMLR 2022 Refining DNN-based Mask Estimation using CGMM-based EM Algorithm for Multi-channel Noise Reduction Interspeech 2022 RegionViT: Regional-to-Local Attention for Vision Transformers ICLR 2022 Reliable Visualization for Deep Speaker Recognition Interspeech 2022 Resolution-Robust Large Mask Inpainting With Fourier Convolutions WACV 2022 Resource-Efficient Hybrid X-Formers for Vision WACV 2022 Rethinking Positional Encoding in Tree Transformer for Code Representation EMNLP 2022 Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization ICML 2022 Revisiting Random Channel Pruning for Neural Network Compression CVPR 2022 Revisit Kernel Pruning with Lottery Regulated Grouped Convolutions ICLR 2022 ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022 Ripple Attention for Visual Perception with Sub-quadratic Complexity ICML 2022 Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge NeurIPS 2022 Robust 3D Garment Digitization From Monocular 2D Images for 3D Virtual Try-On Systems WACV 2022 Robust Models Are More Interpretable Because Attributions Look Normal ICML 2022 Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach L4DC 2022