Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models
Fuente:
arXiv
Saved in:
| Main Authors: | Jiang, Yankai, Zhang, Peng, Yang, Donglin, Tian, Yuan, Lin, Hai, Wang, Xiaosong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FrozenSeg: Harmonizing Frozen Foundation Models for Open-Vocabulary Segmentation
by: Chen, Xi, et al.
Published: (2024)
by: Chen, Xi, et al.
Published: (2024)
Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models
by: Marcos-Manchón, Pablo, et al.
Published: (2024)
by: Marcos-Manchón, Pablo, et al.
Published: (2024)
Open-Vocabulary Video Anomaly Detection
by: Wu, Peng, et al.
Published: (2023)
by: Wu, Peng, et al.
Published: (2023)
Diffusion Models for Open-Vocabulary Segmentation
by: Karazija, Laurynas, et al.
Published: (2023)
by: Karazija, Laurynas, et al.
Published: (2023)
Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation
by: Li, Jiahao, et al.
Published: (2025)
by: Li, Jiahao, et al.
Published: (2025)
Degradation-Aware Blur-Segmentation of Brain Tumor
by: Wang, Yuchun, et al.
Published: (2026)
by: Wang, Yuchun, et al.
Published: (2026)
OVGaussian: Generalizable 3D Gaussian Segmentation with Open Vocabularies
by: Chen, Runnan, et al.
Published: (2024)
by: Chen, Runnan, et al.
Published: (2024)
Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective
by: Li, Jiahao, et al.
Published: (2025)
by: Li, Jiahao, et al.
Published: (2025)
EOV-Seg: Efficient Open-Vocabulary Panoptic Segmentation
by: Niu, Hongwei, et al.
Published: (2024)
by: Niu, Hongwei, et al.
Published: (2024)
OpenTrack3D: Towards Accurate and Generalizable Open-Vocabulary 3D Instance Segmentation
by: Zhou, Zhishan, et al.
Published: (2025)
by: Zhou, Zhishan, et al.
Published: (2025)
Semantic Alignment in Hyperbolic Space for Open-Vocabulary Semantic Segmentation
by: Truong, Hoang M., et al.
Published: (2026)
by: Truong, Hoang M., et al.
Published: (2026)
Renovating Names in Open-Vocabulary Segmentation Benchmarks
by: Huang, Haiwen, et al.
Published: (2024)
by: Huang, Haiwen, et al.
Published: (2024)
Attention to Trajectory: Trajectory-Aware Open-Vocabulary Tracking
by: Li, Yunhao, et al.
Published: (2025)
by: Li, Yunhao, et al.
Published: (2025)
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation
by: Lan, Mengcheng, et al.
Published: (2024)
by: Lan, Mengcheng, et al.
Published: (2024)
Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation
by: Kim, Chanyoung, et al.
Published: (2024)
by: Kim, Chanyoung, et al.
Published: (2024)
Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation
by: Wang, Yuan, et al.
Published: (2024)
by: Wang, Yuan, et al.
Published: (2024)
Segment Anything Model Can Not Segment Anything: Assessing AI Foundation Model's Generalizability in Permafrost Mapping
by: Li, Wenwen, et al.
Published: (2024)
by: Li, Wenwen, et al.
Published: (2024)
Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models
by: Rahman, Muhammad Atta ur, et al.
Published: (2025)
by: Rahman, Muhammad Atta ur, et al.
Published: (2025)
Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation
by: Chen, Lin, et al.
Published: (2025)
by: Chen, Lin, et al.
Published: (2025)
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation
by: Reichard, Klara, et al.
Published: (2025)
by: Reichard, Klara, et al.
Published: (2025)
Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation
by: Hajimiri, Sina, et al.
Published: (2024)
by: Hajimiri, Sina, et al.
Published: (2024)
Direct Segmentation without Logits Optimization for Training-Free Open-Vocabulary Semantic Segmentation
by: Li, Jiahao, et al.
Published: (2026)
by: Li, Jiahao, et al.
Published: (2026)
CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation
by: Sun, Lin, et al.
Published: (2024)
by: Sun, Lin, et al.
Published: (2024)
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
by: Huang, Zhongzhen, et al.
Published: (2024)
by: Huang, Zhongzhen, et al.
Published: (2024)
Plug-in Feedback Self-adaptive Attention in CLIP for Training-free Open-Vocabulary Segmentation
by: Chi, Zhixiang, et al.
Published: (2025)
by: Chi, Zhixiang, et al.
Published: (2025)
Nav-$R^2$ Dual-Relation Reasoning for Generalizable Open-Vocabulary Object-Goal Navigation
by: Xiang, Wentao, et al.
Published: (2025)
by: Xiang, Wentao, et al.
Published: (2025)
OrthoDiffusion: A Generalizable Multi-Task Diffusion Foundation Model for Musculoskeletal MRI Interpretation
by: Lan, Tian, et al.
Published: (2026)
by: Lan, Tian, et al.
Published: (2026)
Harnessing Vision Foundation Models for High-Performance, Training-Free Open Vocabulary Segmentation
by: Shi, Yuheng, et al.
Published: (2024)
by: Shi, Yuheng, et al.
Published: (2024)
Mosaic3D: Foundation Dataset and Model for Open-Vocabulary 3D Segmentation
by: Lee, Junha, et al.
Published: (2025)
by: Lee, Junha, et al.
Published: (2025)
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation
by: Shao, Tong, et al.
Published: (2024)
by: Shao, Tong, et al.
Published: (2024)
Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities
by: Wang, Junze, et al.
Published: (2025)
by: Wang, Junze, et al.
Published: (2025)
IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools
by: Tan, Rongbin, et al.
Published: (2026)
by: Tan, Rongbin, et al.
Published: (2026)
Unified Embedding Alignment for Open-Vocabulary Video Instance Segmentation
by: Fang, Hao, et al.
Published: (2024)
by: Fang, Hao, et al.
Published: (2024)
FROSTER: Frozen CLIP Is A Strong Teacher for Open-Vocabulary Action Recognition
by: Huang, Xiaohu, et al.
Published: (2024)
by: Huang, Xiaohu, et al.
Published: (2024)
Towards All-in-One Medical Image Re-Identification
by: Tian, Yuan, et al.
Published: (2025)
by: Tian, Yuan, et al.
Published: (2025)
Open-Vocabulary Camouflaged Object Segmentation
by: Pang, Youwei, et al.
Published: (2023)
by: Pang, Youwei, et al.
Published: (2023)
Open-set Anomaly Segmentation in Complex Scenarios
by: Xia, Song, et al.
Published: (2025)
by: Xia, Song, et al.
Published: (2025)
Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models
by: Zhu, Xiaoyu, et al.
Published: (2024)
by: Zhu, Xiaoyu, et al.
Published: (2024)
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models
by: Corradini, Barbara Toniella, et al.
Published: (2024)
by: Corradini, Barbara Toniella, et al.
Published: (2024)
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation
by: Barsellotti, Luca, et al.
Published: (2024)
by: Barsellotti, Luca, et al.
Published: (2024)
Similar Items
-
FrozenSeg: Harmonizing Frozen Foundation Models for Open-Vocabulary Segmentation
by: Chen, Xi, et al.
Published: (2024) -
Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models
by: Marcos-Manchón, Pablo, et al.
Published: (2024) -
Open-Vocabulary Video Anomaly Detection
by: Wu, Peng, et al.
Published: (2023) -
Diffusion Models for Open-Vocabulary Segmentation
by: Karazija, Laurynas, et al.
Published: (2023) -
Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation
by: Li, Jiahao, et al.
Published: (2025)