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TITLE = "Zero shot learning based on class visual prototypes and semantic
consistency",
JOURNAL = PRL,
VOLUME = "135",
YEAR = "2020",
PAGES = "368-374",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130776"}
@article{bb134760,
AUTHOR = "Li, X. and Fang, M. and Li, H. and Wu, J.Q.",
TITLE = "Learning discriminative and meaningful samples for generalized zero
shot classification",
JOURNAL = SP:IC,
VOLUME = "87",
YEAR = "2020",
PAGES = "115920",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130777"}
@article{bb134761,
AUTHOR = "Li, X. and Fang, M. and Chen, B.",
TITLE = "Generalized zero-shot classification via iteratively generating and
selecting unseen samples",
JOURNAL = SP:IC,
VOLUME = "92",
YEAR = "2021",
PAGES = "116115",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130778"}
@article{bb134762,
AUTHOR = "Zhai, Z.B. and Li, X. and Chang, Z.H.",
TITLE = "Center-VAE with discriminative and semantic-relevant fine-tuning
features for generalized zero-shot learning",
JOURNAL = SP:IC,
VOLUME = "111",
YEAR = "2023",
PAGES = "116897",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130779"}
@article{bb134763,
AUTHOR = "Pang, S. and He, X. and Hao, W.Y. and Long, Y.",
TITLE = "Feature fine-tuning and attribute representation transformation for
zero-shot learning",
JOURNAL = CVIU,
VOLUME = "236",
YEAR = "2023",
PAGES = "103811",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130780"}
@article{bb134764,
AUTHOR = "Mao, X.F. and Chen, Y.F. and Jia, X.J. and Zhang, R. and Xue, H. and Li, Z.",
TITLE = "Context-Aware Robust Fine-Tuning",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "1685-1700",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130781"}
@article{bb134765,
AUTHOR = "Zhu, H. and Gao, Z. and Wang, J.Y. and Zhou, Y. and Li, C.Q.",
TITLE = "Few-Shot Fine-Grained Image Classification via Multi-Frequency
Neighborhood and Double-Cross Modulation",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "10264-10278",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130782"}
@article{bb134766,
AUTHOR = "Ruan, X.N. and Yin, Q.X. and Su, F. and Zhao, Z.C.",
TITLE = "EVA: Enabling Video Attributes With Hierarchical Prompt Tuning for
Action Recognition",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "971-975",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130783"}
@article{bb134767,
AUTHOR = "Li, X. and Sun, Y. and Peng, X.M. and Zhang, J.L. and Qi, G.L. and Liu, D.X.",
TITLE = "TA-MSA: A Fine-Tuning Framework for Few-Shot Remote Sensing Scene
Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "8",
PAGES = "1395",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130784"}
@article{bb134768,
AUTHOR = "Li, W.B. and Wang, Z.Y. and Ji, W.B. and Qin, C.H. and Jiao, L.C.",
TITLE = "A Novel Adaptive Fine-Tuning Algorithm for Multimodal Models:
Self-Optimizing Classification and Selection of High-Quality Datasets
in Remote Sensing",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "10",
PAGES = "1748",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130785"}
@inproceedings{bb134769,
AUTHOR = "Peng, Z.L. and Xu, Z.Q. and Zeng, Z.L. and Wen, C.S. and Huang, Y. and Yang, M.L. and Tang, F.L. and Shen, W.",
TITLE = "Understanding Fine-tuning CLIP for Open-vocabulary Semantic
Segmentation in Hyperbolic Space",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "4562-4572",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130786"}
@inproceedings{bb134770,
AUTHOR = "Peng, Z.L. and Xu, Z.Q. and Zeng, Z.L. and Huang, Y. and Wang, Y.M. and Shen, W.",
TITLE = "Parameter-efficient Fine-tuning in Hyperspherical Space for
Open-vocabulary Semantic Segmentation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15009-15020",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130787"}
@article{bb134771,
AUTHOR = "Zhang, F. and Zhou, T.F. and Yao, J.C. and Zhang, Y. and Tsang, I.W. and Wang, Y.F.",
TITLE = "Decouple Before Align: Visual Disentanglement Enhances Prompt Tuning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "10619-10632",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130788"}
@article{bb134772,
AUTHOR = "Fu, M.H. and Zhu, K. and Ding, Z.H. and Wu, J.X.",
TITLE = "DTL: Parameter- and Memory-Efficient Disentangled Vision Learning",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "1736-1749",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130789"}
@inproceedings{bb134773,
AUTHOR = "Chen, X. and Li, W. and Liu, C.X. and Xie, C. and Hu, X.Y. and Ma, C.Q. and Zhu, F. and Zhao, R.",
TITLE = "On the Suitability of Reinforcement Fine-Tuning to Visual Tasks",
BOOKTITLE = FGVC25,
YEAR = "2025",
PAGES = "3348-3352",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130790"}
@inproceedings{bb134774,
AUTHOR = "Luo, X. and Lu, X.M. and Jiang, Z.H. and Zhou, S.K.",
TITLE = "ICP: Immediate Compensation Pruning for Mid-to-high Sparsity",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "9487-9496",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130791"}
@inproceedings{bb134775,
AUTHOR = "Chen, T.R. and Chen, J.R. and Zhang, B.Q. and Yu, Z.H. and Chen, S.D. and Ye, R. and Li, X. and Ye, Y.M.",
TITLE = "Sensitivity-Aware Efficient Fine-Tuning via Compact Dynamic-Rank
Adaptation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "9655-9664",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130792"}
@inproceedings{bb134776,
AUTHOR = "Sami, H.U. and Sen, S. and Roy Chowdhury, A.K. and Krishnamurthy, S.V. and Guler, B.",
TITLE = "Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "10224-10234",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130793"}
@inproceedings{bb134777,
AUTHOR = "Liu, T. and Zhang, H.X. and Parashar, S. and Kong, S.",
TITLE = "Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15086-15097",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130794"}
@inproceedings{bb134778,
AUTHOR = "Mai, Z. and Zhang, P. and Tu, C.H. and Chen, H.Y. and Nguyen, Q.H. and Zhang, L. and Chao, W.L.",
TITLE = "Lessons and Insights from a Unifying Study of Parameter-Efficient
Fine-Tuning (PEFT) in Visual Recognition",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "14845-14857",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130795"}
@inproceedings{bb134779,
AUTHOR = "Cai, X. and Pan, R.J. and Yang, H.",
TITLE = "LoKi: Low-dimensional KAN for Efficient Fine-tuning Image Models",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "14869-14880",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130796"}
@inproceedings{bb134780,
AUTHOR = "Lei, C. and Li, A. and Yao, H. and Zhu, C. and Zhang, L.",
TITLE = "Rethinking Token Reduction with Parameter-Efficient Fine-Tuning in
ViT for Pixel-Level Tasks",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "14954-14964",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130797"}
@inproceedings{bb134781,
AUTHOR = "Han, X. and Tang, Y. and Xu, J.F. and Li, X.Z.",
TITLE = "MoST: Efficient Monarch Sparse Tuning for 3D Representation Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "6584-6594",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130798"}
@inproceedings{bb134782,
AUTHOR = "Yao, D.",
TITLE = "Towards Privacy-Preserving Split Learning for ControlNet",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "139-148",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130799"}
@inproceedings{bb134783,
AUTHOR = "Fang, Z.Y. and Wang, Y. and Yi, R. and Ma, L.Z.",
TITLE = "Dropout Mixture Low-rank Adaptation for Visual Parameters-efficient
Fine-tuning",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "VII: 369-386",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130800"}
@inproceedings{bb134784,
AUTHOR = "Jang, D.H. and Yun, S. and Han, D.Y.",
TITLE = "Model Stock: All We Need Is Just a Few Fine-tuned Models",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XLIV: 207-223",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130801"}
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AUTHOR = "Peng Yu, L. and Tianchu, G. and Biao, W. and Xian Sheng, H.",
TITLE = "Grid-attention: Enhancing Computational Efficiency of Large Vision
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BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "L: 54-70",
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AUTHOR = "Li, G. and Duggal, R. and Singh, A. and Kundu, K. and Shuai, B. and Wu, J.",
TITLE = "Robustness Preserving Fine-tuning Using Neuron Importance",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXVIII: 54-69",
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AUTHOR = "Yue, Y.W. and Das, A. and Engelmann, F. and Tang, S. and Lenssen, J.E.",
TITLE = "Improving 2d Feature Representations by 3d-aware Fine-tuning",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "II: 57-74",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130804"}
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AUTHOR = "Xu, W. and Hu, Z.H. and Lu, Y. and Meng, J.Z. and Liu, Q.J. and Wang, Y.H.",
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AUTHOR = "Goyal, S. and Kumar, A. and Garg, S. and Kolter, Z. and Raghunathan, A.",
TITLE = "Finetune like you pretrain:
Improved finetuning of zero-shot vision models",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "19338-19347",
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@inproceedings{bb134790,
AUTHOR = "Han, C. and Wang, Q.F. and Cui, Y.M. and Cao, Z.W. and Wang, W.G. and Qi, S.Y. and Liu, D.F.",
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BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17445-17456",
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AUTHOR = "Jie, S. and Wang, H.Q. and Deng, Z.H.",
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of Precision Redundancy",
BOOKTITLE = ICCV23,
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PAGES = "17171-17180",
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@inproceedings{bb134792,
AUTHOR = "Yang, Y.Q. and Huang, L.K. and Wei, Y.",
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AUTHOR = "Li, H. and Fowlkes, C. and Yang, H. and Dabeer, O. and Tu, Z.W. and Soatto, S.",
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AUTHOR = "Wang, J.Y. and Xu, Y.H. and Hu, J. and Yan, M. and Sang, J. and Qian, Q.",
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@inproceedings{bb134796,
AUTHOR = "Zhou, N. and Chen, J.X. and Huang, D.",
TITLE = "DR-Tune: Improving Fine-tuning of Pretrained Visual Models by
Distribution Regularization with Semantic Calibration",
BOOKTITLE = ICCV23,
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PAGES = "1547-1556",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130813"}
@inproceedings{bb134797,
AUTHOR = "Singh, A. and Sarangmath, K. and Chattopadhyay, P. and Hoffman, J.",
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YEAR = "2023",
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@inproceedings{bb134798,
AUTHOR = "Xie, E. and Yao, L.W. and Shi, H. and Liu, Z. and Zhou, D. and Liu, Z.Q. and Li, J.W. and Li, Z.G.",
TITLE = "DiffFit: Unlocking Transferability of Large Diffusion Models via
Simple Parameter-Efficient Fine-Tuning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4207-4216",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130815"}
@inproceedings{bb134799,
AUTHOR = "Liu, T.Y. and Soatto, S.",
TITLE = "Tangent Model Composition for Ensembling and Continual Fine-tuning",
BOOKTITLE = ICCV23,
YEAR = "2023",
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Last update:Apr 23, 2026 at 15:05:02