Heinrich, Greg

9 publications

ICML 2025 FeatSharp: Your Vision Model Features, Sharper Mike Ranzinger, Greg Heinrich, Pavlo Molchanov, Bryan Catanzaro, Andrew Tao

CVPR 2025 RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models Greg Heinrich, Mike Ranzinger, Hongxu Yin, Yao Lu, Jan Kautz, Andrew Tao, Bryan Catanzaro, Pavlo Molchanov

CVPR 2025 VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge Vishwesh Nath, Wenqi Li, Dong Yang, Andriy Myronenko, Mingxin Zheng, Yao Lu, Zhijian Liu, Hongxu Yin, Yee Man Law, Yucheng Tang, Pengfei Guo, Can Zhao, Ziyue Xu, Yufan He, Stephanie Harmon, Benjamin Simon, Greg Heinrich, Stephen Aylward, Marc Edgar, Michael Zephyr, Pavlo Molchanov, Baris Turkbey, Holger Roth, Daguang Xu

ICMLW 2024 A Deeper Look at Depth Pruning of LLMs Shoaib Ahmed Siddiqui, Xin Dong, Greg Heinrich, Thomas Breuel, Jan Kautz, David Krueger, Pavlo Molchanov

CVPR 2024 AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains into One Mike Ranzinger, Greg Heinrich, Jan Kautz, Pavlo Molchanov

ICLR 2024 FasterViT: Fast Vision Transformers with Hierarchical Attention Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov

ICML 2024 Flextron: Many-in-One Flexible Large Language Model Ruisi Cai, Saurav Muralidharan, Greg Heinrich, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov

NeurIPS 2024 MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models Gongfan Fang, Hongxu Yin, Saurav Muralidharan, Greg Heinrich, Jeff Pool, Jan Kautz, Pavlo Molchanov, Xinchao Wang

ICML 2023 Global Context Vision Transformers Ali Hatamizadeh, Hongxu Yin, Greg Heinrich, Jan Kautz, Pavlo Molchanov