Spremljaj
Jinxin Zhou
Jinxin Zhou
Ohio State University
Preverjeni e-poštni naslov na osu.edu
Naslov
Navedeno
Navedeno
Leto
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
2192021
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
1112022
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
642022
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 e-prints, arXiv: 2212.12206, 2022
322022
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
222023
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
202023
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
152022
Dream: Diffusion rectification and estimation-adaptive models
J Zhou, T Ding, T Chen, J Jiang, I Zharkov, Z Zhu, L Liang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
42024
On layer-wise representation similarity: Application for multi-exit models with a single classifier
J Jiang, J Zhou, Z Zhu
arXiv preprint arXiv:2406.14479, 2024
12024
Analysis of the Causes of Car Accidents in the United States of America in 2023: Gauge People Understanding of Data Visualisation
H Alhazmi, M Morales, J Jiang, J Zhou, J Chen
arXiv preprint arXiv:2406.17872, 2024
2024
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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