| FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation | Sep 27, 2022 | RetrievalSegmentation | —Unverified | 0 |
| USE-Evaluator: Performance Metrics for Medical Image Segmentation Models with Uncertain, Small or Empty Reference Annotations | Sep 26, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Diversified Dynamic Routing for Vision Tasks | Sep 26, 2022 | Instance SegmentationMixture-of-Experts | —Unverified | 0 |
| ERASE-Net: Efficient Segmentation Networks for Automotive Radar Signals | Sep 26, 2022 | Autonomous DrivingSegmentation | —Unverified | 0 |
| EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations | Sep 26, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| SAPA: Similarity-Aware Point Affiliation for Feature Upsampling | Sep 26, 2022 | DecoderDepth Estimation | CodeCode Available | 1 |
| RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation | Sep 26, 2022 | Image SegmentationManagement | CodeCode Available | 1 |
| Generalized Parametric Contrastive Learning | Sep 26, 2022 | Contrastive LearningDomain Generalization | CodeCode Available | 2 |
| BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video | Sep 25, 2022 | Long-tail Video Object SegmentationMulti-Object Tracking | CodeCode Available | 1 |
| A Uniform Representation Learning Method for OCT-based Fingerprint Presentation Attack Detection and Reconstruction | Sep 25, 2022 | Representation LearningSemantic Segmentation | —Unverified | 0 |
| Image-to-Image Translation for Autonomous Driving from Coarsely-Aligned Image Pairs | Sep 23, 2022 | Autonomous DrivingDepth Estimation | —Unverified | 0 |
| CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation | Sep 23, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| TeST: Test-time Self-Training under Distribution Shift | Sep 23, 2022 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Uncertainty-aware Perception Models for Off-road Autonomous Unmanned Ground Vehicles | Sep 22, 2022 | Autonomous NavigationSemantic Segmentation | —Unverified | 0 |
| NamedMask: Distilling Segmenters from Complementary Foundation Models | Sep 22, 2022 | Data AugmentationObject | CodeCode Available | 1 |
| Automated head and neck tumor segmentation from 3D PET/CT | Sep 22, 2022 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Graph Neural Network and Superpixel Based Brain Tissue Segmentation (Corrected Version) | Sep 21, 2022 | Graph Neural NetworkImage Segmentation | —Unverified | 0 |
| Deep Learning on Home Drone: Searching for the Optimal Architecture | Sep 21, 2022 | Deep LearningReal-Time Semantic Segmentation | CodeCode Available | 0 |
| Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images | Sep 21, 2022 | Contrastive LearningImage Augmentation | CodeCode Available | 1 |
| RNGDet++: Road Network Graph Detection by Transformer with Instance Segmentation and Multi-scale Features Enhancement | Sep 21, 2022 | Autonomous DrivingInstance Segmentation | —Unverified | 0 |
| Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions | Sep 21, 2022 | Data AugmentationDomain Adaptation | CodeCode Available | 2 |
| D-InLoc++: Indoor Localization in Dynamic Environments | Sep 21, 2022 | Indoor LocalizationInstance Segmentation | CodeCode Available | 0 |
| A Dataset for Analysing Complex Document Layouts in the Digital Humanities and Its Evaluation with Krippendorff’s Alpha | Sep 20, 2022 | Instance SegmentationObject Detection | CodeCode Available | 0 |
| Automated ischemic stroke lesion segmentation from 3D MRI | Sep 20, 2022 | Ischemic Stroke Lesion SegmentationLesion Segmentation | —Unverified | 0 |
| Frequency Dropout: Feature-Level Regularization via Randomized Filtering | Sep 20, 2022 | Domain Adaptationimage-classification | —Unverified | 0 |
