Techniques

RACE: Retrieval-augmented Commit Message Generation EMNLP 2022 RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection Interspeech 2022 Random Normalization Aggregation for Adversarial Defense NeurIPS 2022 Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs JMLR 2022 Rare Gems: Finding Lottery Tickets at Initialization NeurIPS 2022 Real-Time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders CVPR 2022 Re-architecting Traffic Analysis with Neural Network Interface Cards NSDI 2022 Reasoning Like Program Executors EMNLP 2022 ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples EMNLP 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 Removing Batch Normalization Boosts Adversarial Training ICML 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 Rethinking Supervised Pre-Training for Better Downstream Transferring ICLR 2022 Retrieval-Based Spatially Adaptive Normalization for Semantic Image Synthesis CVPR 2022 Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training EMNLP 2022