Jinxin Zhou

27 papers A* 6Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improving Visual Discriminability of CLIP for Training-Free Open-Vocabulary Semantic Segmentation.
Trans. Mach. Learn. Res.
Jinxin Zhou, Jiachen Jiang, Zhihui Zhu
2025 — conf
A Validation Approach to Over-parameterized Matrix and Image Recovery.
CPAL
Lijun Ding, Zhen Qin, Liwei Jiang, Jinxin Zhou, Zhihui Zhu
2025 J jnl
Analyzing Fine-Grained Alignment and Enhancing Vision Understanding in Multimodal Language Models.
CoRR
Jiachen Jiang, Jinxin Zhou, Bo Peng, Xia Ning, Zhihui Zhu
2025 — conf
Are all layers created equal: A neural collapse perspective.
CPAL
Jinxin Zhou, Jiachen Jiang, Zhihui Zhu
2025 J jnl
Cat-AIR: Content and Task-Aware All-in-One Image Restoration.
CoRR
Jiachen Jiang, Tianyu Ding, Ke Zhang, Jinxin Zhou, Tianyi Chen, Ilya Zharkov, Zhihui Zhu, Luming Liang
2025 J jnl
From Compression to Expansion: A Layerwise Analysis of In-Context Learning.
CoRR
Jiachen Jiang, Yuxin Dong, Jinxin Zhou, Zhihui Zhu
2025 J jnl
Improving Visual Discriminability of CLIP for Training-Free Open-Vocabulary Semantic Segmentation.
CoRR
Jinxin Zhou, Jiachen Jiang, Zhihui Zhu
2025 J jnl
On the Convergence of Gradient Descent on Learning Transformers with Residual Connections.
CoRR
Zhen Qin, Jinxin Zhou, Zhihui Zhu
2025 A* conf
Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarity.
ICLR
Jiachen Jiang, Jinxin Zhou, Zhihui Zhu
2024 J jnl
AdaContour: Adaptive Contour Descriptor with Hierarchical Representation.
CoRR
Tianyu Ding, Jinxin Zhou, Tianyi Chen, Zhihui Zhu, Ilya Zharkov, Luming Liang
2024 J jnl
Analysis of the Causes of Car Accidents in the United States of America in 2023: Gauge People Understanding of Data Visualisation.
CoRR
Hamoud Alhazmi, Marcelo Morales, Jiachen Jiang, Jinxin Zhou, Jian Chen
2024 A* conf
DREAM: Diffusion Rectification and Estimation-Adaptive Models.
CVPR
Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang
2024 A* conf
Generalized Neural Collapse for a Large Number of Classes.
ICML
Jiachen Jiang, Jinxin Zhou, Peng Wang, Qing Qu, Dustin G. Mixon, Chong You, Zhihui Zhu
2024 J jnl
On Layer-wise Representation Similarity: Application for Multi-Exit Models with a Single Classifier.
CoRR
Jiachen Jiang, Jinxin Zhou, Zhihui Zhu
2024 J jnl
Understanding and Improving Transfer Learning of Deep Models via Neural Collapse.
Trans. Mach. Learn. Res.
Xiao Li, Sheng Liu, Jinxin Zhou, Xinyu Lu, Carlos Fernandez-Granda, Zhihui Zhu, Qing Qu
2023 J jnl
DREAM: Diffusion Rectification and Estimation-Adaptive Models.
CoRR
Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang
2023 J jnl
Generalized Neural Collapse for a Large Number of Classes.
CoRR
Jiachen Jiang, Jinxin Zhou, Peng Wang, Qing Qu, Dustin G. Mixon, Chong You, Zhihui Zhu
2023 J jnl
The Efficiency Spectrum of Large Language Models: An Algorithmic Survey.
CoRR
Tianyu Ding, Tianyi Chen, Haidong Zhu, Jiachen Jiang, Yiqi Zhong, Jinxin Zhou, Guangzhi Wang, Zhihui Zhu, Ilya Zharkov, Luming Liang
2022 J jnl
A Validation Approach to Over-parameterized Matrix and Image Recovery.
CoRR
Lijun Ding, Zhen Qin, Liwei Jiang, Jinxin Zhou, Zhihui Zhu
2022 A* conf
Are All Losses Created Equal: A Neural Collapse Perspective.
NeurIPS
Jinxin Zhou, Chong You, Xiao Li, Kangning Liu, Sheng Liu, Qing Qu, Zhihui Zhu
2022 J jnl
Are All Losses Created Equal: A Neural Collapse Perspective.
CoRR
Jinxin Zhou, Chong You, Xiao Li, Kangning Liu, Sheng Liu, Qing Qu, Zhihui Zhu
2022 A* conf
On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features.
ICML
Jinxin Zhou, Xiao Li, Tianyu Ding, Chong You, Qing Qu, Zhihui Zhu
2022 J jnl
On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features.
CoRR
Jinxin Zhou, Xiao Li, Tianyu Ding, Chong You, Qing Qu, Zhihui Zhu
2022 J jnl
Principled and Efficient Transfer Learning of Deep Models via Neural Collapse.
CoRR
Xiao Li, Sheng Liu, Jinxin Zhou, Xinyu Lu, Carlos Fernandez-Granda, Zhihui Zhu, Qing Qu
2021 A* conf
A Geometric Analysis of Neural Collapse with Unconstrained Features.
NeurIPS
Zhihui Zhu, Tianyu Ding, Jinxin Zhou, Xiao Li, Chong You, Jeremias Sulam, Qing Qu
2021 J jnl
A Geometric Analysis of Neural Collapse with Unconstrained Features.
CoRR
Zhihui Zhu, Tianyu Ding, Jinxin Zhou, Xiao Li, Chong You, Jeremias Sulam, Qing Qu
2019 J jnl
Horizontal visibility of an underwater low-resolution video camera modeled by practical parameters near the sea surface.
Ecol. Informatics
Takero Yoshida, Yoichi Mizukami, Jinxin Zhou, Daisuke Kitazawa