| Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM2 | Aug 8, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Robust Approximate Characterization of Single-Cell Heterogeneity in Microbial Growth | Aug 8, 2024 | Cell TrackingInstance Segmentation | CodeCode Available | 0 |
| Is SAM 2 Better than SAM in Medical Image Segmentation? | Aug 8, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation | Aug 8, 2024 | DecoderInteractive Segmentation | —Unverified | 0 |
| SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios | Aug 8, 2024 | Active LearningBenchmarking | —Unverified | 0 |
| What could go wrong? Discovering and describing failure modes in computer vision | Aug 8, 2024 | Semantic Segmentation | —Unverified | 0 |
| SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More | Aug 8, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 5 |
| Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation | Aug 8, 2024 | DiversityFairness | —Unverified | 0 |
| Performance and Non-adversarial Robustness of the Segment Anything Model 2 in Surgical Video Segmentation | Aug 7, 2024 | Adversarial RobustnessImage Segmentation | —Unverified | 0 |
| CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications | Aug 7, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| How Well Can Vision Language Models See Image Details? | Aug 7, 2024 | Decision MakingImage Segmentation | —Unverified | 0 |
| Fast Sprite Decomposition from Animated Graphics | Aug 7, 2024 | Semantic SegmentationVideo Object Segmentation | —Unverified | 0 |
| Path-SAM2: Transfer SAM2 for digital pathology semantic segmentation | Aug 7, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation | Aug 7, 2024 | Data AugmentationImage Reconstruction | CodeCode Available | 0 |
| Biomedical Image Segmentation: A Systematic Literature Review of Deep Learning Based Object Detection Methods | Aug 6, 2024 | ArticlesDeep Learning | —Unverified | 0 |
| Post-Mortem Human Iris Segmentation Analysis with Deep Learning | Aug 6, 2024 | Deep LearningImage Segmentation | —Unverified | 0 |
| Biomedical SAM 2: Segment Anything in Biomedical Images and Videos | Aug 6, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Comb, Prune, Distill: Towards Unified Pruning for Vision Model Compression | Aug 6, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment | Aug 6, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| DaCapo: a modular deep learning framework for scalable 3D image segmentation | Aug 5, 2024 | Image SegmentationManagement | CodeCode Available | 2 |
| Segmentation Style Discovery: Application to Skin Lesion Images | Aug 5, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 0 |
| Dimensionality Reduction and Nearest Neighbors for Improving Out-of-Distribution Detection in Medical Image Segmentation | Aug 5, 2024 | Dimensionality ReductionImage Segmentation | CodeCode Available | 0 |
| Interactive 3D Medical Image Segmentation with SAM 2 | Aug 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Cross Pseudo Supervision Framework for Sparsely Labelled Geospatial Images | Aug 5, 2024 | DiversityImage Segmentation | —Unverified | 0 |
| Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs | Aug 5, 2024 | Domain AdaptationSegmentation | CodeCode Available | 0 |
