Search Results for author: Junyu Yan

Found 4 papers, 2 papers with code

Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models

no code implementations12 Jun 2025 Konstantinos Vilouras, Ilias Stogiannidis, Junyu Yan, Alison Q. O'Neil, Sotirios A. Tsaftaris

In the domain of natural (RGB) images, recent works have shown that such models can be adapted to various vision-language downstream tasks with little to no supervision involved.

Anatomy Image Generation +1

BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuning

1 code implementation13 Aug 2024 Yuyang Xue, Junyu Yan, Raman Dutt, Fasih Haider, Jingshuai Liu, Steven McDonagh, Sotirios A. Tsaftaris

To mitigate these challenges, we propose Bias-based Weight Masking Fine-Tuning (BMFT), a novel post-processing method that enhances the fairness of a trained model in significantly fewer epochs without requiring access to the original training data.

Diagnostic Fairness +1

New Interaction Paradigm for Complex EDA Software Leveraging GPT

1 code implementation27 Jul 2023 Boyu Han, Xinyu Wang, Yifan Wang, Junyu Yan, Yidong Tian

In the rapidly growing field of electronic design automation (EDA), professional software such as KiCad, Cadence , and Altium Designer provide increasingly extensive design functionalities.

Task Planning

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