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Projects in Awesome Lists tagged with learning-to-optimize

A curated list of projects in awesome lists tagged with learning-to-optimize .

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https://github.com/vita-group/open-l2o

Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms

convex-optimization lasso learning-to-learn learning-to-optimize meta-learning neural-networks nonconvex-optimization

Last synced: 19 Dec 2024

https://github.com/vita-group/l2o-training-techniques

[NeurIPS 2020 Spotlight Oral] "Training Stronger Baselines for Learning to Optimize", Tianlong Chen*, Weiyi Zhang*, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang

curriculum-learning imitation-learning learning-to-learn learning-to-optimize meta-learning self-improving training-tricks

Last synced: 16 Nov 2024

https://github.com/vita-group/m-l2o

[ICLR 2023] "M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation" by Junjie Yang, Xuxi Chen, Tianlong Chen, Zhangyang Wang, Yingbin Liang

generalization learning-to-optimize

Last synced: 16 Nov 2024

https://github.com/vita-group/optimizeramalgamation

[ICLR 2022] "Optimizer Amalgamation" by Tianshu Huang, Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang

generalization knowledge-amalgamation learning-to-optimize optimization stability

Last synced: 16 Nov 2024

https://github.com/vita-group/scalable-l2o

[ECCV 2022] "Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models" by Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Awadallah, and Zhangyang Wang

learning-to-optimize

Last synced: 16 Nov 2024