Techniques

S2SNet: A Pretrained Neural Network for Superconductivity Discovery IJCAI 2022 S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces NeurIPS 2022 Saliency-Aware Neural Architecture Search NeurIPS 2022 Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing AAAI 2022 Sample and Computation Redistribution for Efficient Face Detection ICLR 2022 Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity WACV 2022 Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy NeurIPS 2022 Scaled ReLU Matters for Training Vision Transformers AAAI 2022 Scale Efficiently: Insights from Pretraining and Finetuning Transformers ICLR 2022 Scaling ASR Improves Zero and Few Shot Learning Interspeech 2022 Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning NeurIPS 2022 Scaling-up Diverse Orthogonal Convolutional Networks by a Paraunitary Framework ICML 2022 Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs CVPR 2022 Scaling Vision Transformers CVPR 2022 Scenic: A JAX Library for Computer Vision Research and Beyond CVPR 2022 SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation ICML 2022 Scheduled Multi-task Learning for Neural Chat Translation ACL 2022 SE(2)-Equivariant Pushing Dynamics Models for Tabletop Object Manipulations CoRL 2022 Searching for Better Spatio-temporal Alignment in Few-Shot Action Recognition NeurIPS 2022 Searching for BurgerFormer with Micro-Meso-Macro Space Design ICML 2022 Searching the Deployable Convolution Neural Networks for GPUs CVPR 2022 Secure Distributed Training at Scale ICML 2022 Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers NeurIPS 2022 SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation NeurIPS 2022 Self-Distillation Based on High-level Information Supervision for Compressing End-to-End ASR Model Interspeech 2022