Architectures

S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces NeurIPS 2022 Safe Neurosymbolic Learning with Differentiable Symbolic Execution ICLR 2022 Safe Self-Refinement for Transformer-Based Domain Adaptation CVPR 2022 SageMix: Saliency-Guided Mixup for Point Clouds NeurIPS 2022 SAIDS: A Novel Approach for Sentiment Analysis Informed of Dialect and Sarcasm EMNLP 2022 SAIL: Self-Augmented Graph Contrastive Learning AAAI 2022 Salient ImageNet: How to discover spurious features in Deep Learning? ICLR 2022 Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models NAACL 2022 Sample-Efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs AAAI 2022 SAR-Net: Shape Alignment and Recovery Network for Category-Level 6D Object Pose and Size Estimation CVPR 2022 SASIC: Stereo Image Compression With Latent Shifts and Stereo Attention CVPR 2022 SatFormer: Saliency-Guided Abnormality-Aware Transformer for Retinal Disease Classification in Fundus Image IJCAI 2022 SAViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization NeurIPS 2022 SBU Figures It Out: Models Explain Figurative Language EMNLP 2022 Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy NeurIPS 2022 Scalable Deep Gaussian Markov Random Fields for General Graphs ICML 2022 Scaled ReLU Matters for Training Vision Transformers AAAI 2022 ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise 
Perspective for Medical Image Segmentation IJCAI 2022 ScaleNet: A Shallow Architecture for Scale Estimation CVPR 2022 Scaling Open vSwitch with a Computational Cache NSDI 2022 Scaling-Translation-Equivariant Networks with Decomposed Convolutional Filters JMLR 2022 Scaling-up Diverse Orthogonal Convolutional Networks by a Paraunitary Framework ICML 2022 Scaling Up Vision-Language Pre-Training for Image Captioning CVPR 2022 Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs CVPR 2022 Scaling Vision Transformers CVPR 2022