Minkyu Choi
University of Michigan. Ph.D. Candidate
Minkyu Choi
Ph.D. Candidate
Hi, I’m Minkyu. I am currently a Ph.D. student in ECE at the Univerisity of Michigan. I specialize in machine learning and computational neuroscience. My research aims to enhance machine intelligence, particularly in vision and language understanding, to mirror human efficiency and intelligence.
My detailed research areas include,
- Building Vision Foundation Model for Medical Imaging Analysis
- Multimodal Language and Vision Learning
- Learning models for multimodal brain and body signals
- Advanced eye-tracking and brain signal prediction methods
news
| Jan 29, 2024 | [New Paper] A new paper is accepted at Neural Computation. It is about attention processes of humans and computer visions. It will come out soon. |
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| Oct 01, 2023 | [New Paper] A new paper is accepted at NeurIPS. It models visual processing of humans from the retina to the cortex. |
selected publications
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Human Eyes Inspired Recurrent Neural Networks are More Robust Against Adversarial NoisesNeural computation, In Press, 2024 -
A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human BrainsIn Thirty-seventh Conference on Neural Information Processing Systems , 2023 -
Explainable semantic space by grounding language to vision with cross-modal contrastive learningAdvances in Neural Information Processing Systems, 2021
