Workshop on Large Foundation Models in Biology and Biomedicine

When AI Watches the Dose: Can Vision-Language Models Perform TB Medication Adherence Assessments Like Clinicians?

Yanqiao Wang,

Patrick Kaggwa,

Heeya Jolly,

Suchendra M. Bhandarkar,

Juliet Nabbuye Sekandi,

Jin Sun

[pdf]

[bibtex]

@InProceedings{Wang_2026_WACV, author = {Wang, Yanqiao and Kaggwa, Patrick and Jolly, Heeya and Bhandarkar, Suchendra M. and Sekandi, Juliet Nabbuye and Sun, Jin}, title = {When AI Watches the Dose: Can Vision-Language Models Perform TB Medication Adherence Assessments Like Clinicians?}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {11-20} }

ReaMIL: Reasoning- and Evidence-Aware Multiple Instance Learning for Whole-Slide Histopathology

Hyun Do Jung,

Jungwon Choi,

Hwiyoung Kim

[pdf] [arXiv]

[bibtex]

@InProceedings{Jung_2026_WACV, author = {Jung, Hyun Do and Choi, Jungwon and Kim, Hwiyoung}, title = {ReaMIL: Reasoning- and Evidence-Aware Multiple Instance Learning for Whole-Slide Histopathology}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {40-45} }

MedProbCLIP: Probabilistic Adaptation of Vision-Language Foundation Model for Reliable Radiograph-Report Retrieval

Ahmad Elallaf,

Yu Zhang,

Yuktha Masupalli,

Jeong Yang,

Young Lee,

Zechun Cao,

Gongbo Liang

[pdf] [arXiv]

[bibtex]

@InProceedings{Elallaf_2026_WACV, author = {Elallaf, Ahmad and Zhang, Yu and Masupalli, Yuktha and Yang, Jeong and Lee, Young and Cao, Zechun and Liang, Gongbo}, title = {MedProbCLIP: Probabilistic Adaptation of Vision-Language Foundation Model for Reliable Radiograph-Report Retrieval}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {1-10} }

Controllable Image Synthesis for Endoscopy: Leveraging Text and Spatial Guidance in Diffusion Models

Lu Xu,

Anuja Vats,

Marius Pedersen,

Kiran Raja

[pdf] [supp]

[bibtex]

@InProceedings{Xu_2026_WACV, author = {Xu, Lu and Vats, Anuja and Pedersen, Marius and Raja, Kiran}, title = {Controllable Image Synthesis for Endoscopy: Leveraging Text and Spatial Guidance in Diffusion Models}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {30-39} }

NEURO-GUARD: Neuro-Symbolic Generalization and Unbiased Adaptive Routing for Diagnostics - Explainable Medical AI

Midhat Urooj,

Ayan Banerjee,

Sandeep Gupta

[pdf] [arXiv]

[bibtex]

@InProceedings{Urooj_2026_WACV, author = {Urooj, Midhat and Banerjee, Ayan and Gupta, Sandeep}, title = {NEURO-GUARD: Neuro-Symbolic Generalization and Unbiased Adaptive Routing for Diagnostics - Explainable Medical AI}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {21-29} }