Saved in:
| Main Authors: | Jiang, Caiwen, Zeng, Lei, Liu, Wei |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2604.13367 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
EfficientSAM3: Progressive Hierarchical Distillation for Video Concept Segmentation from SAM1, 2, and 3
by: Zeng, Chengxi, et al.
Published: (2025)
by: Zeng, Chengxi, et al.
Published: (2025)
Prompt-Free SAM-Based Multi-Task Framework for Breast Ultrasound Lesion Segmentation and Classification
by: Johnny, Samuel E., et al.
Published: (2026)
by: Johnny, Samuel E., et al.
Published: (2026)
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation
by: Li, Chengyin, et al.
Published: (2023)
by: Li, Chengyin, et al.
Published: (2023)
PA-SAM: Prompt Adapter SAM for High-Quality Image Segmentation
by: Xie, Zhaozhi, et al.
Published: (2024)
by: Xie, Zhaozhi, et al.
Published: (2024)
SSP-SAM: SAM with Semantic-Spatial Prompt for Referring Expression Segmentation
by: Tang, Wei, et al.
Published: (2026)
by: Tang, Wei, et al.
Published: (2026)
SAM2-SGP: Enhancing SAM2 for Medical Image Segmentation via Support-Set Guided Prompting
by: Xing, Yang, et al.
Published: (2025)
by: Xing, Yang, et al.
Published: (2025)
Adaptive Prompt Learning with SAM for Few-shot Scanning Probe Microscope Image Segmentation
by: Shen, Yao, et al.
Published: (2024)
by: Shen, Yao, et al.
Published: (2024)
WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM with Sub-Class Exploration and Prompt Affinity Mining
by: Wang, Haoran, et al.
Published: (2025)
by: Wang, Haoran, et al.
Published: (2025)
VesSAM: Efficient Multi-Prompting for Segmenting Complex Vessel
by: Fu, Suzhong, et al.
Published: (2025)
by: Fu, Suzhong, et al.
Published: (2025)
SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation
by: Chen, Pengfei, et al.
Published: (2024)
by: Chen, Pengfei, et al.
Published: (2024)
SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Instance Segmentation
by: Xu, Mutian, et al.
Published: (2023)
by: Xu, Mutian, et al.
Published: (2023)
Semantic-aware SAM for Point-Prompted Instance Segmentation
by: Wei, Zhaoyang, et al.
Published: (2023)
by: Wei, Zhaoyang, et al.
Published: (2023)
Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation
by: Xie, Bin, et al.
Published: (2025)
by: Xie, Bin, et al.
Published: (2025)
Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework
by: Zhang, Mengmeng, et al.
Published: (2025)
by: Zhang, Mengmeng, et al.
Published: (2025)
GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation
by: Sultan, Rafi Ibn, et al.
Published: (2023)
by: Sultan, Rafi Ibn, et al.
Published: (2023)
Det-SAM2:Technical Report on the Self-Prompting Segmentation Framework Based on Segment Anything Model 2
by: Wang, Zhiting, et al.
Published: (2024)
by: Wang, Zhiting, et al.
Published: (2024)
Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation
by: Huang, Kaiwen, et al.
Published: (2024)
by: Huang, Kaiwen, et al.
Published: (2024)
FlashVideo: A Framework for Swift Inference in Text-to-Video Generation
by: Lei, Bin, et al.
Published: (2023)
by: Lei, Bin, et al.
Published: (2023)
HFP-SAM: Hierarchical Frequency Prompted SAM for Efficient Marine Animal Segmentation
by: Zhang, Pingping, et al.
Published: (2026)
by: Zhang, Pingping, et al.
Published: (2026)
MIQ-SAM3D: From Single-Point Prompt to Multi-Instance Segmentation via Competitive Query Refinement
by: Qu, Jierui, et al.
Published: (2025)
by: Qu, Jierui, et al.
Published: (2025)
3DTeethSAM: Taming SAM2 for 3D Teeth Segmentation
by: Lu, Zhiguo, et al.
Published: (2025)
by: Lu, Zhiguo, et al.
Published: (2025)
DEAP-3DSAM: Decoder Enhanced and Auto Prompt SAM for 3D Medical Image Segmentation
by: Chen, Fangda, et al.
Published: (2025)
by: Chen, Fangda, et al.
Published: (2025)
Comparing SAM 2 and SAM 3 for Zero-Shot Segmentation of 3D Medical Data
by: Chakrabarty, Satrajit, et al.
Published: (2025)
by: Chakrabarty, Satrajit, et al.
Published: (2025)
CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation
by: Chen, Shuai, et al.
Published: (2025)
by: Chen, Shuai, et al.
Published: (2025)
SGP-SAM: Self-Gated Prompting for Transferring 3D Segment Anything Models to Lesion Segmentation
by: Tang, Zixuan, et al.
Published: (2026)
by: Tang, Zixuan, et al.
Published: (2026)
The SAM2-to-SAM3 Gap in the Segment Anything Model Family: Why Prompt-Based Expertise Fails in Concept-Driven Image Segmentation
by: Sapkota, Ranjan, et al.
Published: (2025)
by: Sapkota, Ranjan, et al.
Published: (2025)
ProSAM: Enhancing the Robustness of SAM-based Visual Reference Segmentation with Probabilistic Prompts
by: Wang, Xiaoqi, et al.
Published: (2025)
by: Wang, Xiaoqi, et al.
Published: (2025)
OpenWorldSAM: Extending SAM2 for Universal Image Segmentation with Language Prompts
by: Xiao, Shiting, et al.
Published: (2025)
by: Xiao, Shiting, et al.
Published: (2025)
AffordanceSAM: Segment Anything Once More in Affordance Grounding
by: Jiang, Dengyang, et al.
Published: (2025)
by: Jiang, Dengyang, et al.
Published: (2025)
Tarot-SAM3: Training-free SAM3 for Any Referring Expression Segmentation
by: Zhang, Weiming, et al.
Published: (2026)
by: Zhang, Weiming, et al.
Published: (2026)
CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation
by: Fu, Yihang, et al.
Published: (2024)
by: Fu, Yihang, et al.
Published: (2024)
DiffuSAM: Diffusion-Based Prompt-Free SAM2 for Few-Shot and Source-Free Medical Image Segmentation
by: Grossman, Tal, et al.
Published: (2026)
by: Grossman, Tal, et al.
Published: (2026)
SegGraph: Leveraging Graphs of SAM Segments for Few-Shot 3D Part Segmentation
by: Hu, Yueyang, et al.
Published: (2025)
by: Hu, Yueyang, et al.
Published: (2025)
Memory-SAM: Human-Prompt-Free Tongue Segmentation via Retrieval-to-Prompt
by: Chae, Joongwon, et al.
Published: (2025)
by: Chae, Joongwon, et al.
Published: (2025)
SAM3-DMS: Decoupled Memory Selection for Multi-target Video Segmentation of SAM3
by: Shen, Ruiqi, et al.
Published: (2026)
by: Shen, Ruiqi, et al.
Published: (2026)
CAD-Prompted SAM3: Geometry-Conditioned Instance Segmentation for Industrial Objects
by: Tang, Zhenran, et al.
Published: (2026)
by: Tang, Zhenran, et al.
Published: (2026)
Vision and Language Reference Prompt into SAM for Few-shot Segmentation
by: Sakurai, Kosuke, et al.
Published: (2025)
by: Sakurai, Kosuke, et al.
Published: (2025)
RefSAM3D: Adapting SAM with Cross-modal Reference for 3D Medical Image Segmentation
by: Gao, Xiang, et al.
Published: (2024)
by: Gao, Xiang, et al.
Published: (2024)
CMaP-SAM: Contraction Mapping Prior for SAM-driven Few-shot Segmentation
by: Chen, Shuai, et al.
Published: (2025)
by: Chen, Shuai, et al.
Published: (2025)
EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model
by: Zhang, Yuxuan, et al.
Published: (2024)
by: Zhang, Yuxuan, et al.
Published: (2024)
Similar Items
-
EfficientSAM3: Progressive Hierarchical Distillation for Video Concept Segmentation from SAM1, 2, and 3
by: Zeng, Chengxi, et al.
Published: (2025) -
Prompt-Free SAM-Based Multi-Task Framework for Breast Ultrasound Lesion Segmentation and Classification
by: Johnny, Samuel E., et al.
Published: (2026) -
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation
by: Li, Chengyin, et al.
Published: (2023) -
PA-SAM: Prompt Adapter SAM for High-Quality Image Segmentation
by: Xie, Zhaozhi, et al.
Published: (2024) -
SSP-SAM: SAM with Semantic-Spatial Prompt for Referring Expression Segmentation
by: Tang, Wei, et al.
Published: (2026)