| The Fully Convolutional Transformer for Medical Image Segmentation | Jun 1, 2022 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection | Jun 1, 2022 | Domain AdaptationSemantic Segmentation | —Unverified | 0 |
| Amodal Cityscapes: A New Dataset, its Generation, and an Amodal Semantic Segmentation Challenge Baseline | Jun 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Differentiable Soft-Masked Attention | Jun 1, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction | Jun 1, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Dynamic Linear Transformer for 3D Biomedical Image Segmentation | Jun 1, 2022 | 3D Medical Imaging SegmentationDecoder | CodeCode Available | 0 |
| Deep learning with RGB and thermal images onboard a drone for monitoring operations | May 31, 2022 | Human DetectionMultispectral Object Detection | —Unverified | 0 |
| Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation Models | May 31, 2022 | Autonomous DrivingDomain Adaptation | CodeCode Available | 0 |
| DeepDefacer: Automatic Removal of Facial Features via U-Net Image Segmentation | May 31, 2022 | CPUDe-identification | —Unverified | 0 |
| iFS-RCNN: An Incremental Few-shot Instance Segmenter | May 31, 2022 | Few-shot Instance SegmentationInstance Segmentation | CodeCode Available | 0 |
| D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video | May 31, 2022 | Image SegmentationNeRF | —Unverified | 0 |
| Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images | May 31, 2022 | GPUImage Segmentation | CodeCode Available | 0 |
| Two-Dimensional Quantum Material Identification via Self-Attention and Soft-labeling in Deep Learning | May 31, 2022 | 2kInstance Segmentation | —Unverified | 0 |
| Progressive Multi-scale Consistent Network for Multi-class Fundus Lesion Segmentation | May 31, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation | May 30, 2022 | Data AugmentationImage Segmentation | CodeCode Available | 0 |
| MVMO: A Multi-Object Dataset for Wide Baseline Multi-View Semantic Segmentation | May 30, 2022 | ObjectSegmentation | —Unverified | 0 |
| Self-Supervised Pre-training of Vision Transformers for Dense Prediction Tasks | May 30, 2022 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Self-Supervised Visual Representation Learning with Semantic Grouping | May 30, 2022 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| Pooling Revisited: Your Receptive Field is Suboptimal | May 30, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Few-Shot Adaptation of Pre-Trained Networks for Domain Shift | May 30, 2022 | Domain Adaptationdomain classification | CodeCode Available | 0 |
| You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction | May 30, 2022 | Exposure CorrectionImage Enhancement | CodeCode Available | 2 |
| Mean Field inference of CRFs based on GAT | May 29, 2022 | Graph AttentionSemantic Segmentation | —Unverified | 0 |
| Masked Distillation with Receptive Tokens | May 29, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction | May 29, 2022 | Autonomous DrivingCPU | CodeCode Available | 4 |
| Granular Generalized Variable Precision Rough Sets and Rational Approximations | May 28, 2022 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
