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Taha Koleilat's picture
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Taha Koleilat

TahaKoleilat
aydnarda's profile picture kururu996's profile picture
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https://tahakoleilat.github.io/
  • TahaKoleilat
  • tahakoleilat

AI & ML interests

Vision-Language Models, Domain Adaptation, Medical Image Analysis

Organizations

None yet

authored 6 papers 4 months ago

Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention

Paper • 2502.13693 • Published Feb 19, 2025 • 3

Singular Value Few-shot Adaptation of Vision-Language Models

Paper • 2509.03740 • Published Sep 3, 2025 • 2

MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation

Paper • 2409.19483 • Published Sep 28, 2024

MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation

Paper • 2403.20253 • Published Mar 29, 2024

TextSAM-EUS: Text Prompt Learning for SAM to Accurately Segment Pancreatic Tumor in Endoscopic Ultrasound

Paper • 2507.18082 • Published Jul 24, 2025

GroundingDINO-US-SAM: Text-Prompted Multi-Organ Segmentation in Ultrasound with LoRA-Tuned Vision-Language Models

Paper • 2506.23903 • Published Jun 30, 2025
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