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2020 – today
- 2024
[c5]Mike Ranzinger, Greg Heinrich, Jan Kautz, Pavlo Molchanov:
AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One. CVPR 2024: 12490-12500- [c4]Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, José M. Álvarez, Jan Kautz, Pavlo Molchanov:
FasterViT: Fast Vision Transformers with Hierarchical Attention. ICLR 2024 - [c3]Ruisi Cai, Saurav Muralidharan, Greg Heinrich, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov:
Flextron: Many-in-One Flexible Large Language Model. ICML 2024 - [i7]Ruisi Cai, Saurav Muralidharan, Greg Heinrich, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov:
Flextron: Many-in-One Flexible Large Language Model. CoRR abs/2406.10260 (2024) - [i6]Shoaib Ahmed Siddiqui, Xin Dong, Greg Heinrich, Thomas M. Breuel, Jan Kautz, David Krueger, Pavlo Molchanov:
A deeper look at depth pruning of LLMs. CoRR abs/2407.16286 (2024) - [i5]Gongfan Fang, Hongxu Yin, Saurav Muralidharan, Greg Heinrich, Jeff Pool, Jan Kautz, Pavlo Molchanov, Xinchao Wang:
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models. CoRR abs/2409.17481 (2024) - [i4]Mike Ranzinger, Jon Barker, Greg Heinrich, Pavlo Molchanov, Bryan Catanzaro, Andrew Tao:
PHI-S: Distribution Balancing for Label-Free Multi-Teacher Distillation. CoRR abs/2410.01680 (2024) - 2023
- [c2]Ali Hatamizadeh, Hongxu Yin, Greg Heinrich, Jan Kautz, Pavlo Molchanov:
Global Context Vision Transformers. ICML 2023: 12633-12646 - [i3]Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, José M. Álvarez, Jan Kautz, Pavlo Molchanov:
FasterViT: Fast Vision Transformers with Hierarchical Attention. CoRR abs/2306.06189 (2023) - [i2]Mike Ranzinger, Greg Heinrich, Jan Kautz, Pavlo Molchanov:
AM-RADIO: Agglomerative Model - Reduce All Domains Into One. CoRR abs/2312.06709 (2023)
2010 – 2019
- 2019
- [c1]Greg Heinrich, Iuri Frosio:
Metaoptimization on a Distributed System for Deep Reinforcement Learning. MLHPC@SC 2019: 19-30 - [i1]Greg Heinrich, Iuri Frosio:
Metaoptimization on a Distributed System for Deep Reinforcement Learning. CoRR abs/1902.02725 (2019)
Coauthor Index
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