Michael Maire
University of Chicago
H-index: 36
North America-United States
Top articles of Michael Maire
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Accelerated Training via Incrementally Growing Neural Networks using Variance Transfer and Learning Rate Adaptation | Advances in Neural Information Processing Systems | Xin Yuan Pedro Savarese Michael Maire | 2024/2/13 |
Drop-Connect as a Fault-Tolerance Approach for RRAM-based Deep Neural Network Accelerators | arXiv preprint arXiv:2404.15498 | Mingyuan Xiang Xuhan Xie Pedro Savarese Xin Yuan Michael Maire | 2024/4/23 |
Residual Connections Harm Self-Supervised Abstract Feature Learning | arXiv preprint arXiv:2404.10947 | Xiao Zhang Ruoxi Jiang William Gao Rebecca Willett Michael Maire | 2024/4/16 |
CacheGen: Fast Context Loading for Language Model Applications | arXiv preprint arXiv:2310.07240 | Yuhan Liu Hanchen Li Kuntai Du Jiayi Yao Yihua Cheng | 2023/10/11 |
Automatic and Efficient Customization of Neural Networks for ML Applications | arXiv preprint arXiv:2310.04685 | Yuhan Liu Chengcheng Wan Kuntai Du Henry Hoffmann Junchen Jiang | 2023/10/7 |
Deciphering'What'and'Where'Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations | arXiv preprint arXiv:2312.06716 | Xiao Zhang David Yunis Michael Maire | 2023/12/11 |
Structural Adversarial Objectives for Self-Supervised Representation Learning | arXiv preprint arXiv:2310.00357 | Xiao Zhang Michael Maire | 2023/9/30 |
SySMOL: A Hardware-software Co-design Framework for Ultra-Low and Fine-Grained Mixed-Precision Neural Networks | arXiv preprint arXiv:2311.14114 | Cyrus Zhou Vaughn Richard Pedro Savarese Zachary Hassman Michael Maire | 2023/11/23 |
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation | arXiv preprint arXiv:2309.15726 | Xin Yuan Michael Maire | 2023/9/27 |
Hyperfields: Towards zero-shot generation of nerfs from text | arXiv preprint arXiv:2310.17075 | Sudarshan Babu Richard Liu Avery Zhou Michael Maire Greg Shakhnarovich | 2023/10/26 |
Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits | arXiv preprint arXiv:2305.19889 | Zhuokai Zhao Takumi Matsuzawa William Irvine Michael Maire Gordon L Kindlmann | 2023/5/31 |
Run-Time Prevention of Software Integration Failures of Machine Learning APIs | Proceedings of the ACM on Programming Languages | Chengcheng Wan Yuhan Liu Kuntai Du Henry Hoffmann Junchen Jiang | 2023/10/16 |
Not all bits have equal value: Heterogeneous precisions via trainable noise | Advances in Neural Information Processing Systems | Pedro Savarese Xin Yuan Yanjing Li Michael Maire | 2022/12/6 |
On convexity and linear mode connectivity in neural networks | David Yunis Kumar Kshitij Patel Pedro Henrique Pamplona Savarese Gal Vardi Jonathan Frankle | 2022/11/23 | |
Accelerated Training via Principled Methods for Incrementally Growing Neural Networks | Xin Yuan Pedro Henrique Pamplona Savarese Michael Maire | 2022/9/29 | |
Automated testing of software that uses machine learning apis | Chengcheng Wan Shicheng Liu Sophie Xie Yifan Liu Henry Hoffmann | 2022/5/21 | |
Boosting contrastive self-supervised learning with false negative cancellation | Tri Huynh Simon Kornblith Matthew R Walter Michael Maire Maryam Khademi | 2022 | |
Domain-independent dominance of adaptive methods | Pedro Savarese David McAllester Sudarshan Babu Michael Maire | 2021 | |
Online meta-learning via learning with layer-distributed memory | Advances in Neural Information Processing Systems | Sudarshan Babu Pedro Savarese Michael Maire | 2021/12/6 |
A replication of are machine learning cloud APIs used correctly | Chengcheng Wan Shicheng Liu Henry Hoffmann Michael Maire Shan Lu | 2021/5/25 |
