Fine-tuning

Fine-Tuning is a transfer learning technique that involves adapting a pre-trained model to a specific downstream task by selectively updating its parameters through continued training on task-specific data.

3.9K

Publications

282.5K

Citations

18.5K

Authors

3.1K

Institutions

Publications per year

2017–2026

2.4K

Parents

Transfer Learning

Publications

3.9K

Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 14.2K citations · Full text

Computing, Computer Science, Computational Linguistics +13

Convolutional Neural Networks for Sentence Classification

Yoon Kim · 2014 · 13.8K citations · Full text

Computing, Computer Science, Computational Linguistics +16

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Hoo-Chang Shin, Holger R. Roth, Mingchen Gao et al. · IEEE Transactions on Medical Imaging · 2016 · 5.8K citations · Full text

Computing, Computer Science, Biomedical Imaging +16

Learning without Forgetting

Zhizhong Li, Derek Hoiem · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 3.8K citations

Computing, Computer Science, Computer Vision +11

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

Nima Tajbakhsh, J. Shin, Suryakanth Gurudu et al. · IEEE Transactions on Medical Imaging · 2016 · 3.2K citations · Full text

Computing, Computer Science, Radiology +15

1–5 of 3.9K

Authors

18.5K

ZL
Zhiyuan Liu
Tsinghua University, China
15 publications · 1.9K citations
14
h-index
DT
Dacheng Tao
The University of Sydney, Australia
12 publications · 1.2K citations
12
h-index
IV
Ivan Vulić
University of Cambridge, United Kingdom
11 publications · 659 citations
11
h-index
JL
Juanzi Li
Tsinghua University, China
11 publications · 1.8K citations
11
h-index
JG
Jianfeng Gao
Microsoft (United States), United States
9 publications · 2.6K citations
9
h-index

1–5 of 18.5K

Institutions

3.1K

1–8 of 3.1K

Venues

arXiv (Cornell University)
Repository · 476 publications · 35K citations
78
h-index
Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D, Particles, fields, gravitation, and cosmology
66 publications · 4.4K citations
34
h-index
Journal of High Energy Physics
JHEP · 49 publications · 2.6K citations
31
h-index
IEEE Access
57 publications · 3.6K citations
29
h-index
Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D. Particles and fields
30 publications · 2.4K citations
26
h-index

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