Promptable Image Segmentation

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  1. One-Shot Adaptive Segmentation For Scientific Images

    Oct 7, 2026Tejaswi V. Panchagnula, Allison M. Davis, Fengqing ZhuImage SegmentationVision Foundation Model Adaptation

  2. Topology-Informed Prompt-Conditioned Universal Segmentation of Uterine Structures from Ultrasound and MRI

    Oct 5, 2026Yongheng Sun, Yuexi Gu, Jingwen Sun +2Ultrasound Image SegmentationCross-Modality Medical Image Segmentation

  3. Seeing as Humans Do: Learning from Motion to Segment Anything Without Supervision

    Sep 30, 2026Weijian Jian, Xiaoyue Zhang, Bin Xiao +5Image SegmentationSelf-Supervised Learning

  4. Universal Cross-Prompt Adversarial Attacks on Promptable Concept Segmentation

    Sep 30, 2026Ziqi Zhou, Yifan Hu, Yufei Song +5Adversarial AttacksPromptable Image Segmentation

  5. S4VY: Segment Anything in Feed-Forward 4D Visual Geometry

    Sep 29, 2026Jingdong Zhang, Xin Li, Jan Kautz +2Instance SegmentationPromptable Image Segmentation

  6. XFlow: A Workflow Model for Instruction-Guided Lesion Segmentation in Chest X-rays

    Sep 28, 2026Geon Choi, Hangyul Yoon, Hyunki Park +2Promptable Image SegmentationMedical Image Segmentation

  7. Can Frozen Hyperspherical Features Guide the Selection of Pseudo Masks?

    Sep 24, 2026Xinge Guo, Fengyang Xiao, Dingming Zhang +6Promptable Image SegmentationPseudo-Labeling

  8. SRPR-Net: Semantic and Relational Prompt Refinement for Automated SAM-based Instance Segmentation

    Sep 21, 2026Lufei Liu, Guojie Li, Suncheng Xiang +1Instance SegmentationPromptable Image Segmentation

  9. PSMP-CLIP: Patch-Prompt SAM and Multi-Semantic Prompting for CLIP-Based Zero-Shot Anomaly Detection

    Sep 15, 2026Xuezhi Xiang, Guanghao Wu, Heqi Xiang +4Promptable Image SegmentationAnomaly Localization

  10. Spectral Adapters for Segment Anything Model-based Segmentation of Colorectal Liver Metastases in Computed Tomography

    Sep 11, 2026Ramtin Mojtahedi, Mohammad Hamghalam, Jacob J. Peoples +6Promptable Image SegmentationVision Foundation Model Adaptation

  11. Beyond Weak Labels: Prompt-Guided Local Refinement for Weakly Supervised Water Segmentation in High-Resolution Multispectral Imagery

    Sep 9, 2026Muhammad Farhan Humayun, Mohammad Imangholiloo, Afifah Shah +2Remote Sensing Image SegmentationPromptable Image Segmentation

  12. DropClick: Semi-Automated One-Click Segmentation for Agricultural Robotic Data

    Sep 3, 2026Patrick Zimmer, Michael Halstead, Chris McCoolAgricultural Image AnalysisPromptable Image Segmentation

  13. GazeRefine: Expert Gaze as a Test-Time Prompt for Training-Free Medical Image Segmentation

    Sep 1, 2026Mohammed Oussama Benyahia, Marouane Tliba, Mohamed Amine Kerkouri +10Interactive Medical Image SegmentationImage Segmentation

  14. SAM3-LoRA: Parameter-Efficient Adaptation of a Concept-Promptable Foundation Model for Multi-Class Structural Defect Segmentation

    Aug 31, 2026P. Malaisree, S. Youwai, S. Janrungautai +3Promptable Image SegmentationVision Foundation Model Adaptation

  15. FoundYou: A Unified Model for Personalized Segmentation and Retrieval

    Aug 30, 2026Gabriele Trivigno, Marcos Alfaro, Claudia Cuttano +3Image SegmentationPromptable Image Segmentation

  16. Evaluating Semantic and Spatial Guidance for Foundation Model Segmentation of Small-Scale PV in Remote Sensing Imagery

    Aug 11, 2026Roni Blushtein-Livnon, Tal Svoray, Osher Rafaeli +4Remote Sensing Image SegmentationPromptable Image Segmentation

  17. BAP-MOS: Bandit-Based Adaptive Prompting for Boundary-Sensitive Multi-Organ Segmentation

    Aug 8, 2026Satvik Praveen, Shengji Jin, Ahmed Lamidi +2Ultrasound Image SegmentationPromptable Image Segmentation

  18. Universal Concept Disruption for SAM3 Image Segmentation

    Aug 6, 2026Hao Wang, Yuxuan Zhang, Wei YangPromptable Image SegmentationAdversarial Robustness

  19. UniEvo-RS: Omni-Prompt Unified Remote Sensing Segmentation with Representative Exemplar-Driven Prototype Evolution

    Aug 4, 2026Kunquan Zhang, Peilang Li, Xikun Hu +4Remote Sensing Image SegmentationTest-Time Adaptation

  20. VespaSeg: A Resource-Aware Ground-then-Segment Pipeline for Referring Expression Segmentation

    Aug 2, 2026Savindu Dilshan WickramasinghePromptable Image SegmentationEfficient VLM Inference

  21. MedSAM2-Anatomy: Training-Free Inference-Time Optimization for Musculoskeletal Segmentation

    Jul 31, 2026John Garcia Henao, Nicholas Bünger, Benedikt Herzog +11Medical Imaging Foundation ModelsInference-Time Optimization

  22. Open-Ended CT Volume Segmentation with Weak Supervision from Language

    Jul 28, 2026Sanjay Subramanian, Junwei Yu, Zirui Wang +5Weakly Supervised Image SegmentationText-Guided Image Segmentation

  23. Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation

    Jul 26, 2026Changjing Liu, Yiming Huang, Beilei Cui +5Promptable Image SegmentationVision Foundation Model Adaptation

  24. SLIP: Segmentation with Low-latency Interactive Prompting for 3D Medical Images

    Jul 24, 2026Baptiste Podvin, Alexandre Ancel, Flavio Milana +8Interactive Medical Image SegmentationPromptable Image Segmentation

  25. Learning-based Hierarchical Tracheal Anatomy Understanding from Sparse Surgical Demonstration Annotations for Ultrasound Robots

    Jul 24, 2026Hiu Ching Cheung, Wenchao Yue, Zhengran Han +4Ultrasound Image SegmentationPromptable Image Segmentation

  26. U-CFR: Uncertainty-Guided Cascade Forward Refinement for Interactive Segmentation

    Jul 22, 2026Elijah Danquah Darko, Min Xian, Terence Soule +2Promptable Image SegmentationBoundary-Aware Segmentation

  27. Digital measurement of droplet flame diameter in microgravity combustion images using Segment Anything Model 2 with automatic prompt selection

    Jul 18, 2026Minghui Xu, Chaoyi Zhou, Aaron P. Cecil +3Promptable Image Segmentation

  28. ViPSAM: Visual Prompting Medical Image Segmentation Using Segment Anything Model

    Jul 15, 2026San Lee, Nalee Kim, Jeong Il Yu +2Cross-Modality Medical Image SegmentationPromptable Image Segmentation