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Jinxin Zhou
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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, 2021
1352021
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
Proceedings of the 39th International Conference on Machine Learning 162 …, 2022
682022
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, 2022
372022
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
182022
A validation approach to over-parameterized matrix and image recovery
L Ding, Z Qin, L Jiang, J Zhou, Z Zhu
arXiv preprint arXiv:2209.10675, 2022
72022
The efficiency spectrum of large language models: An algorithmic survey
T Ding, T Chen, H Zhu, J Jiang, Y Zhong, J Zhou, G Wang, Z Zhu, ...
arXiv preprint arXiv:2312.00678, 2023
52023
Generalized Neural Collapse for a Large Number of Classes
J Jiang*, J Zhou*, P Wang, Q Qu, D Mixon, C You, Z Zhu
arXiv preprint arXiv:2310.05351, 2023
42023
DREAM: Diffusion Rectification and Estimation-Adaptive Models
J Zhou, T Ding, T Chen, J Jiang, I Zharkov, Z Zhu, L Liang
arXiv preprint arXiv:2312.00210, 2023
32023
AdaContour: Adaptive Contour Descriptor with Hierarchical Representation
T Ding, J Zhou, T Chen, Z Zhu, I Zharkov, L Liang
arXiv preprint arXiv:2404.08292, 2024
2024
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