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LEAD: Exploring Logit Space Evolution for Model Selection

LEAD: Exploring Logit Space Evolution for Model Selection

Computer Vision and Pattern Recognition (CVPR), 2024
Zixuan Hu
Xiaotong Li
Shixiang Tang
Jun Liu
Yichun Hu
Ling-yu Duan
ArXiv (abs)PDFHTML

Papers citing "LEAD: Exploring Logit Space Evolution for Model Selection"

6 / 6 papers shown
Title
Implicit Modeling for Transferability Estimation of Vision Foundation Models
Implicit Modeling for Transferability Estimation of Vision Foundation Models
Yaoyan Zheng
Huiqun Wang
Nan Zhou
Di Huang
89
0
0
27 Oct 2025
How NOT to benchmark your SITE metric: Beyond Static Leaderboards and Towards Realistic Evaluation
How NOT to benchmark your SITE metric: Beyond Static Leaderboards and Towards Realistic Evaluation
Prabhant Singh
Sibylle Hess
Joaquin Vanschoren
24
0
0
07 Oct 2025
Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation
Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation
Zixuan Hu
Yichun Hu
Xiaotong Li
Shixiang Tang
Ling-yu Duan
179
4
0
27 May 2025
MTL-UE: Learning to Learn Nothing for Multi-Task Learning
MTL-UE: Learning to Learn Nothing for Multi-Task Learning
Yi Yu
Song Xia
Siyuan Yang
Chenqi Kong
Wenhan Yang
Shijian Lu
Yap-Peng Tan
Alex Chichung Kot
259
2
0
08 May 2025
SEVA: Leveraging Single-Step Ensemble of Vicinal Augmentations for Test-Time Adaptation
SEVA: Leveraging Single-Step Ensemble of Vicinal Augmentations for Test-Time Adaptation
Zixuan Hu
Yichun Hu
Ling-yu Duan
TTA
200
1
0
07 May 2025
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
857
4,539
0
17 Jun 2020