Taha Koleilat

According to our database, Taha Koleilat authored at least 12 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Evi-Steer: Learning to Steer Biomedical Vision-Language Models through Efficient and Generalizable Evidential Tuning.

Taha Koleilat, Hassan Rivaz, Yiming Xiao

CoRR, May, 2026

Sparse Spectral LoRA: Routed Experts for Medical VLMs.

Omid Nejati Manzari, Hojat Asgariandehkordi, Taha Koleilat, Yiming Xiao, Hassan Rivaz

CoRR, April, 2026

MedCLIPSeg: Probabilistic Vision-Language Adaptation for Data-Efficient and Generalizable Medical Image Segmentation.

Taha Koleilat, Hojat Asgariandehkordi, Omid Nejati Manzari, Berardino Barile, Yiming Xiao, Hassan Rivaz

CoRR, February, 2026

CLIP-SVD: Efficient and Interpretable Vision-Language Adaptation via Singular Values.

Taha Koleilat, Hassan Rivaz, Yiming Xiao

Trans. Mach. Learn. Res., 2026

Medical image classification with KAN-integrated transformers and dilated neighborhood attention.

Omid Nejati Manzari, Hojat Asgariandehkordi, Taha Koleilat, Yiming Xiao, Hassan Rivaz

Appl. Soft Comput., 2026

2025

Singular Value Few-shot Adaptation of Vision-Language Models.

Taha Koleilat, Hassan Rivaz, Yiming Xiao

CoRR, September, 2025

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

Hamza Rasaee, Taha Koleilat, Hassan Rivaz

CoRR, June, 2025

MedCLIP-SAMv2: Towards universal text-driven medical image segmentation.

Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao

Medical Image Anal., 2025

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

Pascal Spiegler, Taha Koleilat, Arash Harirpoush, Corey S. Miller, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models.

Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

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

Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Cyber-Social Consensus: Proposing a Human-in-the-Loop Algorithm for Automated Decision-Making in Multi-Stakeholder Settings.

Martin Fleischmann, Gowri Sankar Ramachandran, Taha Koleilat, Raja Jurdak

Proceedings of the Australasian Conference on Information Systems, 2024