Hollon, Todd C.

6 publications

TMLR 2026 Towards Scalable Language-Image Pre-Training for 3D Medical Imaging Chenhui Zhao, Yiwei Lyu, Asadur Zaman Chowdury, Edward S Harake, Akhil Kondepudi, Akshay T Rao, Xinhai Hou, Honglak Lee, Todd C Hollon

AAAI 2025 Step-Calibrated Diffusion for Biomedical Optical Image Restoration Yiwei Lyu, Sung Jik Cha, Cheng Jiang, Asadur Zaman Chowdury, Xinhai Hou, Edward S. Harake, Akhil Kondepudi, Christian W. Freudiger, Honglak Lee, Todd C. Hollon

NeurIPSW 2024 A Self-Supervised Framework for Learning Whole Slide Representations Xinhai Hou, Cheng Jiang, Akhil Kondepudi, Yiwei Lyu, Asadur Zaman Chowdury, Honglak Lee, Todd C Hollon

NeurIPSW 2024 An Empirical Study of CLIP Fine-Tuning with Similarity Clusters Shixuan Liu, Yiwei Lyu, Honglak Lee, Todd C Hollon

CVPRW 2024 Super-Resolution of Biomedical Volumes with 2D Supervision Cheng Jiang, Alexander Gedeon, Yiwei Lyu, Eric Landgraf, Yufeng Zhang, Xinhai Hou, Akhil Kondepudi, Asadur Chowdury, Honglak Lee, Todd C. Hollon

CVPR 2023 Hierarchical Discriminative Learning Improves Visual Representations of Biomedical Microscopy Cheng Jiang, Xinhai Hou, Akhil Kondepudi, Asadur Chowdury, Christian W. Freudiger, Daniel A. Orringer, Honglak Lee, Todd C. Hollon