Scholar
James Burgess
Google Scholar ID: R6GmdPIAAAAJ
Stanford University
Citations & Impact
Citations
136
H-index
7
i10-index
5
Publications
14
Co-authors
5
list available
Publications
Resume (English only)
Academic Achievements
- MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research, CVPR 2025
- BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature, CVPR 2025
- Video Action Differencing, ICLR 2025
- Viewpoint Textual Inversion: Discovering Scene Representations and 3D View Control in 2D Diffusion Models, ECCV 2024 (Outstanding Paper Award at the ECCV Workshop)
- Orientation-invariant autoencoders learn robust representations for shape profiling of cells and organelles, Nature Communications 2024
- Global organelle profiling reveals subcellular localization and remodeling at proteome scale, Cell 2024
- Squeezed Diffusion Models, Preprint
- The Impact of Image Resolution on Biomedical Multimodal Large Language Models, MLHC 2025
- Can Large Language Models Match the Conclusions of Systematic Reviews?, Preprint
Research Experience
- Works on vision-language models, agent-based systems, and evaluation. Develops multimodal large language models for biology research.
Education
- Stanford University, Computer Vision and Machine Learning, Advisor: Serena Yeung-Levy
Background
- Stanford PhD student working on computer vision and machine learning. Advised by Serena Yeung-Levy and supported by the Quad Fellowship.
Miscellany
- Personal interests not mentioned
