دنبال کردن
Xiao Li (李虓)
Xiao Li (李虓)
Ph.D. candidate at University of Michigan
ایمیل تأیید شده در umich.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
A geometric analysis of neural collapse with unconstrained features‏
Z Zhu*, T Ding*, J Zhou, X Li, C You, J Sulam, Q Qu‏
Advances in Neural Information Processing Systems 34, 29820-29834, 2021‏
2152021
On the optimization landscape of neural collapse under mse loss: Global optimality with unconstrained features‏
J Zhou*, X Li*, T Ding, C You, Q Qu, Z Zhu‏
International Conference on Machine Learning, 27179-27202, 2022‏
1112022
Investigating the catastrophic forgetting in multimodal large language models‏
Y Zhai, S Tong, X Li, M Cai, Q Qu, YJ Lee, Y Ma‏
arXiv preprint arXiv:2309.10313, 2023‏
1062023
Are all losses created equal: A neural collapse perspective‏
J Zhou, C You, X Li, K Liu, S Liu, Q Qu, Z Zhu‏
Advances in Neural Information Processing Systems 35, 31697-31710, 2022‏
612022
Principled and Efficient Transfer Learning of Deep Models via Neural Collapse‏
X Li*, S Liu*, J Zhou, X Lu, C Fernandez-Granda, Z Zhu, Q Qu‏
arXiv preprint arXiv:2212.12206, 2022‏
312022
Convolutional normalization: Improving deep convolutional network robustness and training‏
S Liu*, X Li*, Y Zhai, C You, Z Zhu, C Fernandez-Granda, Q Qu‏
Advances in Neural Information Processing Systems 34, 28919-28928, 2021‏
282021
Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination‏
P Wang*, X Li*, C Yaras, Z Zhu, L Balzano, W Hu, Q Qu‏
arXiv preprint arXiv:2311.02960, 2023‏
162023
Deep-SMOLM: deep learning resolves the 3D orientations and 2D positions of overlapping single molecules with optimal nanoscale resolution‏
T Wu, P Lu, MA Rahman, X Li, MD Lew‏
Optics Express 30 (20), 36761-36773, 2022‏
152022
Neural collapse in multi-label learning with pick-all-label loss‏
P Li*, X Li*, Y Wang, Q Qu‏
arXiv preprint arXiv:2310.15903, 2023‏
62023
Dynamic Low-rank Estimation for Transformer-based Language Models‏
T Hua*, X Li*, S Gao, YC Hsu, Y Shen, H Jin‏
Findings of the Association for Computational Linguistics: EMNLP 2023, 9275-9287, 2023‏
22023
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling‏
X Li*, Z Zhang*, X Li, S Chen, Z Zhu, P Wang, Q Qu‏
arXiv preprint arXiv:2502.05743, 2025‏
2025
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–11