Domain-Specific

ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise 
Perspective for Medical Image Segmentation IJCAI 2022 Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning CVPR 2022 Scattering Networks on the Sphere for Scalable and Rotationally Equivariant Spherical CNNs ICLR 2022 Scene Transformer: A unified architecture for predicting future trajectories of multiple agents ICLR 2022 SCIR-Net: Structured Color Image Representation Based 3D Object Detection Network from Point Clouds AAAI 2022 SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NeurIPS 2022 SCONE: Surface Coverage Optimization in Unknown Environments by Volumetric Integration NeurIPS 2022 SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water WACV 2022 SelfD: Self-Learning Large-Scale Driving Policies From the Web CVPR 2022 Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography Angiography CVPR 2022 Self-Supervised Category-Level 6D Object Pose Estimation with Deep Implicit Shape Representation AAAI 2022 Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation WACV 2022 Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks CVPR 2022 Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis CVPR 2022 Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss AAAI 2022 Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites CVPR 2022 Semiconductor Defect Detection by Hybrid Classical-Quantum Deep Learning CVPR 2022 Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer MIDL 2022 Semi-Supervised Semantic Segmentation of Vessel Images Using Leaking Perturbations WACV 2022 Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022 Shadows Can Be Dangerous: Stealthy and Effective Physical-World Adversarial Attack by Natural Phenomenon CVPR 2022 Shape From Polarization for Complex Scenes in the Wild CVPR 2022 Shape From Thermal Radiation: Passive Ranging Using Multi-Spectral LWIR Measurements CVPR 2022 SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation CVPR 2022 Siamese Transformer Pyramid Networks for Real-Time UAV Tracking WACV 2022