Cover Image

Learning from Noisy Prompts: Saliency-Guided Prompt Distillation for Robust Segmentation with SAM

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kang, Jingxuan, Zhang, Ziqi, Zheng, Shaoming, Li, Shuang, Patel, Uday Bharat, Fitzhugh, Alexander Harry, Lung, Phillip, Kiberu, Yusuf, Jathanna, Nikesh, Jamil-Copley, Shahnaz, Kainz, Bernhard, Qin, Chen
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CLAIM: Clinically-Guided LGE Augmentation for Realistic and Diverse Myocardial Scar Synthesis and Segmentation
by: Ramzan, Farheen, et al.
Published: (2025)

Seeing Beyond the Image: ECG and Anatomical Knowledge-Guided Myocardial Scar Segmentation from Late Gadolinium-Enhanced Images
by: Ramzan, Farheen, et al.
Published: (2025)

EdgeSAM: Prompt-In-the-Loop Distillation for SAM
by: Zhou, Chong, et al.
Published: (2023)

Image Distillation for Safe Data Sharing in Histopathology
by: Li, Zhe, et al.
Published: (2024)

Leveraging Multi-Modal Information to Enhance Dataset Distillation
by: Li, Zhe, et al.
Published: (2025)

Ontology-Based Concept Distillation for Radiology Report Retrieval and Labeling
by: Nützel, Felix, et al.
Published: (2025)

Interactive Prompt Debugging with Sequence Salience
by: Tenney, Ian, et al.
Published: (2024)

VRP-SAM: SAM with Visual Reference Prompt
by: Sun, Yanpeng, et al.
Published: (2024)

Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation
by: Xie, Bin, et al.
Published: (2025)

Proxy Prompt: Endowing SAM and SAM 2 with Auto-Interactive-Prompt for Medical Segmentation
by: Xinyi, Wang, et al.
Published: (2025)

Data-Efficient Generation for Dataset Distillation
by: Li, Zhe, et al.
Published: (2024)

Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation
by: Huang, Kaiwen, et al.
Published: (2024)

SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation
by: Chen, Pengfei, et al.
Published: (2024)

SAM-SP: Self-Prompting Makes SAM Great Again
by: Zhou, Chunpeng, et al.
Published: (2024)

Automatic Prompt Optimization with Prompt Distillation
by: Dyagin, Ernest A., et al.
Published: (2025)

PromptSAM+: Malware Detection based on Prompt Segment Anything Model
by: Wei, Xingyuan, et al.
Published: (2024)

InfoMotion: A Graph-Based Approach to Video Dataset Distillation for Echocardiography
by: Li, Zhe, et al.
Published: (2025)

RP-SAM2: Refining Point Prompts for Stable Surgical Instrument Segmentation
by: Zhaksylyk, Nuren, et al.
Published: (2025)

SSP-SAM: SAM with Semantic-Spatial Prompt for Referring Expression Segmentation
by: Tang, Wei, et al.
Published: (2026)

PA-SAM: Prompt Adapter SAM for High-Quality Image Segmentation
by: Xie, Zhaozhi, et al.
Published: (2024)

IP-SAM: Prompt-Space Conditioning for Prompt-Absent Camouflaged Object Detection
by: Zhang, Huiyao, et al.
Published: (2026)

Memory-SAM: Human-Prompt-Free Tongue Segmentation via Retrieval-to-Prompt
by: Chae, Joongwon, et al.
Published: (2025)

DeiSAM: Segment Anything with Deictic Prompting
by: Shindo, Hikaru, et al.
Published: (2024)

Diffusion-empowered AutoPrompt MedSAM
by: Huang, Peng, et al.
Published: (2025)

NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image Generation
by: Rosenman, Shachar, et al.
Published: (2023)

Comparative Analysis of Generative AI Language Models in Orthodontics: Evidence‐Based Insights Into Perplexity, iASK, and ChatGPT 4o Mini
by: Simarpreet Bhamra, et al.
Published: (2026)

Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework
by: Zhang, Mengmeng, et al.
Published: (2025)

HFP-SAM: Hierarchical Frequency Prompted SAM for Efficient Marine Animal Segmentation
by: Zhang, Pingping, et al.
Published: (2026)

Enabling PSO-Secure Synthetic Data Sharing Using Diversity-Aware Diffusion Models
by: Dombrowski, Mischa, et al.
Published: (2025)

ShapePuri: Shape Guided and Appearance Generalized Adversarial Purification
by: Li, Zhe, et al.
Published: (2026)

Transformation of Rage
by: Johnstone, Peggy Fitzhugh
Published: (2024)

Cytopathology fellowship and practice: Are our trainees and cytopathologists diverse?
by: Valerie A. Fitzhugh
Published: (2024)

Reflective Prompted Policy Optimization: Trajectory-Grounded Revision and Salience Bias
by: Hara, Rahaf Abu, et al.
Published: (2026)

Semantic-aware SAM for Point-Prompted Instance Segmentation
by: Wei, Zhaoyang, et al.
Published: (2023)

Auto-Prompting SAM for Weakly Supervised Landslide Extraction
by: Wang, Jian, et al.
Published: (2025)

AoP-SAM: Automation of Prompts for Efficient Segmentation
by: Chen, Yi, et al.
Published: (2025)

GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation
by: Sultan, Rafi Ibn, et al.
Published: (2023)

AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation
by: Li, Chengyin, et al.
Published: (2023)

ProSAM: Enhancing the Robustness of SAM-based Visual Reference Segmentation with Probabilistic Prompts
by: Wang, Xiaoqi, et al.
Published: (2025)

OpenWorldSAM: Extending SAM2 for Universal Image Segmentation with Language Prompts
by: Xiao, Shiting, et al.
Published: (2025)