@inproceedings{bb132100,
AUTHOR = "Shin, J.Y. and Tajbakhsh, N. and Hurst, R.T. and Kendall, C.B. and Liang, J.",
TITLE = "Automating Carotid Intima-Media Thickness Video Interpretation with
Convolutional Neural Networks",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2526-2535",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128162"}
@inproceedings{bb132101,
AUTHOR = "Zhou, Z. and Shin, J. and Zhang, L. and Gurudu, S. and Gotway, M.B. and Liang, J.",
TITLE = "Fine-Tuning Convolutional Neural Networks for Biomedical Image
Analysis: Actively and Incrementally",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4761-4772",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128163"}
@article{bb132102,
AUTHOR = "Zheng, Y. and Wang, R.G. and Yang, J. and Xue, L.X. and Hu, M.",
TITLE = "Principal characteristic networks for few-shot learning",
JOURNAL = JVCIR,
VOLUME = "59",
YEAR = "2019",
PAGES = "563-573",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128164"}
@article{bb132103,
AUTHOR = "Yang, H.D. and Kang, X.Y. and Liu, L. and Liu, Y.J. and Huang, Z.L.",
TITLE = "SAR-HUB: Pre-Training, Fine-Tuning, and Explaining",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "23",
PAGES = "5534",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128165"}
@article{bb132104,
AUTHOR = "Li, X. and Fang, M. and Li, H. and Wu, J.Q.",
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#TT128166"}
@article{bb132105,
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#TT128167"}
@article{bb132106,
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#TT128168"}
@article{bb132107,
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#TT128169"}
@article{bb132108,
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#TT128170"}
@article{bb132109,
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#TT128171"}
@article{bb132110,
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#TT128172"}
@article{bb132111,
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#TT128173"}
@article{bb132112,
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#TT128174"}
@article{bb132113,
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#TT128175"}
@inproceedings{bb132114,
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#TT128176"}
@inproceedings{bb132115,
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#TT128177"}
@article{bb132116,
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#TT128178"}
@inproceedings{bb132117,
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#TT128179"}
@inproceedings{bb132118,
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#TT128180"}
@inproceedings{bb132119,
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#TT128181"}
@inproceedings{bb132120,
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#TT128182"}
@inproceedings{bb132121,
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#TT128183"}
@inproceedings{bb132122,
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#TT128184"}
@inproceedings{bb132123,
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#TT128185"}
@inproceedings{bb132124,
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#TT128186"}
@inproceedings{bb132125,
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#TT128187"}
@inproceedings{bb132126,
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#TT128188"}
@inproceedings{bb132127,
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#TT128189"}
@inproceedings{bb132128,
AUTHOR = "Peng Yu, L. and Tianchu, G. and Biao, W. and Xian Sheng, H.",
TITLE = "Grid-attention: Enhancing Computational Efficiency of Large Vision
Models Without Fine-tuning",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "L: 54-70",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128190"}
@inproceedings{bb132129,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128191"}
@inproceedings{bb132130,
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#TT128192"}
@inproceedings{bb132131,
AUTHOR = "Xu, W. and Hu, Z.H. and Lu, Y. and Meng, J.Z. and Liu, Q.J. and Wang, Y.H.",
TITLE = "ActiveDC: Distribution Calibration for Active Finetuning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "16996-17005",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128193"}
@inproceedings{bb132132,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128194"}
@inproceedings{bb132133,
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.",
TITLE = "E2VPT: An Effective and Efficient Approach for Visual Prompt Tuning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17445-17456",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128195"}
@inproceedings{bb132134,
AUTHOR = "Jie, S. and Wang, H.Q. and Deng, Z.H.",
TITLE = "Revisiting the Parameter Efficiency of Adapters from the Perspective
of Precision Redundancy",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17171-17180",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128196"}
@inproceedings{bb132135,
AUTHOR = "Yang, Y.Q. and Huang, L.K. and Wei, Y.",
TITLE = "Concept-wise Fine-tuning Matters in Preventing Negative Transfer",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "18707-18717",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128197"}
@inproceedings{bb132136,
AUTHOR = "Li, H. and Fowlkes, C. and Yang, H. and Dabeer, O. and Tu, Z.W. and Soatto, S.",
TITLE = "Guided Recommendation for Model Fine-Tuning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3633-3642",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128198"}
@inproceedings{bb132137,
AUTHOR = "Wang, J.Y. and Xu, Y.H. and Hu, J. and Yan, M. and Sang, J. and Qian, Q.",
TITLE = "Improved Visual Fine-tuning with Natural Language Supervision",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "11865-11875",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128199"}
@inproceedings{bb132138,
AUTHOR = "Tian, J.J. and Dai, X.L. and Ma, C.Y. and He, Z.C. and Liu, Y.C. and Kira, Z.",
TITLE = "Trainable Projected Gradient Method for Robust Fine-Tuning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7836-7845",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128200"}
@inproceedings{bb132139,
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,
YEAR = "2023",
PAGES = "1547-1556",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128201"}
@inproceedings{bb132140,
AUTHOR = "Singh, A. and Sarangmath, K. and Chattopadhyay, P. and Hoffman, J.",
TITLE = "Benchmarking Low-Shot Robustness to Natural Distribution Shifts",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16186-16196",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128202"}
@inproceedings{bb132141,
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#TT128203"}
@inproceedings{bb132142,
AUTHOR = "Liu, T.Y. and Soatto, S.",
TITLE = "Tangent Model Composition for Ensembling and Continual Fine-tuning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "18630-18640",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128204"}
@inproceedings{bb132143,
AUTHOR = "Tao, R. and Chen, H. and Savvides, M.",
TITLE = "Boosting Transductive Few-Shot Fine-tuning with Margin-based
Uncertainty Weighting and Probability Regularization",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "15752-15761",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128205"}
@inproceedings{bb132144,
AUTHOR = "Shen, T.Y. and Lee, C. and Narayanan, V.",
TITLE = "Multi-Exit Vision Transformer with Custom Fine-Tuning for
Fine-Grained Image Recognition",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "2830-2834",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128206"}
@inproceedings{bb132145,
AUTHOR = "Liu, Z.Q. and Xu, Y. and Ji, X.Y. and Chan, A.B.",
TITLE = "TWINS: A Fine-Tuning Framework for Improved Transferability of
Adversarial Robustness and Generalization",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16436-16446",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128207"}
@inproceedings{bb132146,
AUTHOR = "Park, H. and Park, J. and Teoh, A.B.J.",
TITLE = "Open-Set Face Identification on Few-Shot Gallery by Fine-Tuning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "1026-1032",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128208"}
@inproceedings{bb132147,
AUTHOR = "Xu, H. and Kang, N. and Zhang, G. and Xie, C.L. and Liang, X.D. and Li, Z.G.",
TITLE = "NASOA:
Towards Faster Task-Oriented Online Fine-Tuning with a Zoo of Models",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5077-5086",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128209"}
@inproceedings{bb132148,
AUTHOR = "Chamand, B. and Risser Maroix, O. and Kurtz, C. and Joly, P. and Lomenie, N.",
TITLE = "Fine-Tune Your Classifier: Finding Correlations with Temperature",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2766-2770",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128210"}
@inproceedings{bb132149,
AUTHOR = "Shon, H. and Lee, J. and Kim, S.H. and Kim, J.",
TITLE = "DLCFT: Deep Linear Continual Fine-Tuning for General Incremental
Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXIII:513-529",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128211"}
@inproceedings{bb132150,
AUTHOR = "Jie, S. and Deng, Z.H. and Li, Z.H.",
TITLE = "Alleviating Representational Shift for Continual Fine-tuning",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3809-3818",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128212"}
@inproceedings{bb132151,
AUTHOR = "Hu, S.X. and Li, D. and Stuhmer, J. and Kim, M.Y. and Hospedales, T.M.",
TITLE = "Pushing the Limits of Simple Pipelines for Few-Shot Learning:
External Data and Fine-Tuning Make a Difference",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9058-9067",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128213"}
@inproceedings{bb132152,
AUTHOR = "Wortsman, M. and Ilharco, G. and Kim, J.W. and Li, M. and Kornblith, S. and Roelofs, R. and Lopes, R.G. and Hajishirzi, H. and Farhadi, A. and Namkoong, H. and Schmidt, L.",
TITLE = "Robust fine-tuning of zero-shot models",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "7949-7961",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128214"}
@inproceedings{bb132153,
AUTHOR = "Zhang, L. and Shen, L. and Ding, L. and Tao, D.C. and Duan, L.Y.",
TITLE = "Fine-tuning Global Model via Data-Free Knowledge Distillation for
Non-IID Federated Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10164-10173",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128215"}
@inproceedings{bb132154,
AUTHOR = "Cao, Y.T. and Shi, Y. and Yu, B.S. and Wang, J.Y. and Tao, D.C.",
TITLE = "Knowledge-Aware Federated Active Learning with Non-IID Data",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "22222-22232",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128216"}
@inproceedings{bb132155,
AUTHOR = "Suzuki, S. and Takeda, S. and Tanida, R. and Kimata, H. and Shouno, H.",
TITLE = "Knowledge Transferred Fine-Tuning for Anti-Aliased Convolutional
Neural Network in Data-Limited Situation",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "864-868",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128217"}
@inproceedings{bb132156,
AUTHOR = "Achille, A. and Golatkar, A. and Ravichandran, A. and Polito, M. and Soatto, S.",
TITLE = "LQF: Linear Quadratic Fine-Tuning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15724-15734",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128218"}
@inproceedings{bb132157,
AUTHOR = "Sadhukhan, R. and Saha, A. and Mukhopadhyay, J. and Patra, A.",
TITLE = "Knowledge Distillation Inspired Fine-Tuning Of Tucker Decomposed CNNS
and Adversarial Robustness Analysis",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1876-1880",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128219"}
@inproceedings{bb132158,
AUTHOR = "Li, Q. and Mai, L. and Alcorn, M.A. and Nguyen, A.",
TITLE = "A Cost-effective Method for Improving and Re-purposing Large,
Pre-trained GANs by Fine-tuning Their Class-embeddings",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "IV:526-541",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128220"}
@inproceedings{bb132159,
AUTHOR = "Tanveer, M.S. and Khan, M.U.K. and Kyung, C.M.",
TITLE = "Fine-Tuning DARTS for Image Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "4789-4796",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128221"}
@inproceedings{bb132160,
AUTHOR = "Protopapadakis, E. and Doulamis, A. and Doulamis, N. and Maltezos, E.",
TITLE = "Semi-supervised Fine-tuning for Deep Learning Models in Remote Sensing
Applications",
BOOKTITLE = ISVC20,
YEAR = "2020",
PAGES = "I:719-730",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128222"}
@inproceedings{bb132161,
AUTHOR = "Guo, Y.H. and Shi, H.H. and Kumar, A. and Grauman, K. and Rosing, T. and Feris, R.S.",
TITLE = "SpotTune: Transfer Learning Through Adaptive Fine-Tuning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "4800-4809",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128223"}
@inproceedings{bb132162,
AUTHOR = "Gui, L.Y. and Gui, L. and Wang, Y.X. and Morency, L.P. and Moura, J.M.F.",
TITLE = "Factorized Convolutional Networks:
Unsupervised Fine-Tuning for Image Clustering",
BOOKTITLE = WACV18,
YEAR = "2018",
PAGES = "1205-1214",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128224"}
@inproceedings{bb132163,
AUTHOR = "Ge, W. and Yu, Y.",
TITLE = "Borrowing Treasures from the Wealthy:
Deep Transfer Learning through Selective Joint Fine-Tuning",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "10-19",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128225"}
@inproceedings{bb132164,
AUTHOR = "Chu, B. and Madhavan, V. and Beijbom, O. and Hoffman, J. and Darrell, T.J.",
TITLE = "Best Practices for Fine-Tuning Visual Classifiers to New Domains",
BOOKTITLE = TASKCV16,
YEAR = "2016",
PAGES = "III: 435-442",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128226"}
@inproceedings{bb132165,
AUTHOR = "Rosa, G. and Papa, J. and Marana, A. and Scheirer, W. and Cox, D.",
TITLE = "Fine-Tuning Convolutional Neural Networks Using Harmony Search",
BOOKTITLE = CIARP15,
YEAR = "2015",
PAGES = "683-690",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT128227"}
@article{bb132166,
AUTHOR = "Wellman, M.P. and Henrion, M.",
TITLE = "Explaining 'explaining away'",
JOURNAL = PAMI,
VOLUME = "15",
YEAR = "1993",
NUMBER = "3",
MONTH = "March",
PAGES = "287-292",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128228"}
@article{bb132167,
AUTHOR = "Montavon, G. and Lapuschkin, S. and Binder, A. and Samek, W. and Muller, K.R.",
TITLE = "Explaining Nonlinear Classification Decisions with Deep Taylor
Decomposition",
JOURNAL = PR,
VOLUME = "65",
YEAR = "2017",
NUMBER = "1",
PAGES = "211-222",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128229"}
@inproceedings{bb132168,
AUTHOR = "Lapuschkin, S. and Binder, A. and Montavon, G. and Muller, K.R. and Samek, W.",
TITLE = "Analyzing Classifiers: Fisher Vectors and Deep Neural Networks",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2912-2920",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128230"}
@article{bb132169,
AUTHOR = "Jung, A. and Nardelli, P.H.J.",
TITLE = "An Information-Theoretic Approach to Personalized Explainable Machine
Learning",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "825-829",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128231"}
@article{bb132170,
AUTHOR = "Munoz Romero, S. and Gorostiaga, A. and Soguero Ruiz, C. and Mora Jimenez, I. and Rojo Alvarez, J.L.",
TITLE = "Informative variable identifier:
Expanding interpretability in feature selection",
JOURNAL = PR,
VOLUME = "98",
YEAR = "2020",
PAGES = "107077",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128232"}
@article{bb132171,
AUTHOR = "Kauffmann, J. and Muller, K.R. and Montavon, G.",
TITLE = "Towards explaining anomalies:
A deep Taylor decomposition of one-class models",
JOURNAL = PR,
VOLUME = "101",
YEAR = "2020",
PAGES = "107198",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128233"}
@article{bb132172,
AUTHOR = "Yeom, S.K. and Seegerer, P. and Lapuschkin, S. and Binder, A. and Wiedemann, S. and Muller, K.R. and Samek, W.",
TITLE = "Pruning by Explaining:
A Novel Criterion for Deep Neural Network Pruning",
JOURNAL = PR,
VOLUME = "115",
YEAR = "2021",
PAGES = "107899",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128234"}
@article{bb132173,
AUTHOR = "Pierrard, R. and Poli, J.P. and Hudelot, C.",
TITLE = "Spatial relation learning for explainable image classification and
annotation in critical applications",
JOURNAL = AI,
VOLUME = "292",
YEAR = "2021",
PAGES = "103434",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128235"}
@article{bb132174,
AUTHOR = "Langer, M. and Oster, D. and Speith, T. and Hermanns, H. and Kastner, L. and Schmidt, E. and Sesing, A. and Baum, K.",
TITLE = "What do we want from Explainable Artificial Intelligence (XAI)?:
A stakeholder perspective on XAI and a conceptual model guiding
interdisciplinary XAI research",
JOURNAL = AI,
VOLUME = "296",
YEAR = "2021",
PAGES = "103473",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128236"}
@article{bb132175,
AUTHOR = "Rio Torto, I. and Fernandes, K. and Teixeira, L.F.",
TITLE = "Understanding the decisions of CNNs: An in-model approach",
JOURNAL = PRL,
VOLUME = "133",
YEAR = "2020",
PAGES = "373-380",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128237"}
@article{bb132176,
AUTHOR = "Mokoena, T. and Celik, T. and Marivate, V.",
TITLE = "Why is this an anomaly? Explaining anomalies using sequential
explanations",
JOURNAL = PR,
VOLUME = "121",
YEAR = "2022",
PAGES = "108227",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128238"}
@article{bb132177,
AUTHOR = "Anjomshoae, S. and Omeiza, D. and Jiang, L.",
TITLE = "Context-based image explanations for deep neural networks",
JOURNAL = IVC,
VOLUME = "116",
YEAR = "2021",
PAGES = "104310",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128239"}
@inproceedings{bb132178,
AUTHOR = "Sattarzadeh, S. and Sudhakar, M. and Plataniotis, K.N.",
TITLE = "SVEA: A Small-scale Benchmark for Validating the Usability of
Post-hoc Explainable AI Solutions in Image and Signal Recognition",
BOOKTITLE = HTCV21,
YEAR = "2021",
PAGES = "4141-4150",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128240"}
@article{bb132179,
AUTHOR = "Zhang, Q.S. and Cheng, X. and Chen, Y. and Rao, Z.F.",
TITLE = "Quantifying the Knowledge in a DNN to Explain Knowledge Distillation
for Classification",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "5099-5113",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128241"}
@article{bb132180,
AUTHOR = "Teneggi, J. and Luster, A. and Sulam, J.",
TITLE = "Fast Hierarchical Games for Image Explanations",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4494-4503",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128242"}
@article{bb132181,
AUTHOR = "Chattopadhyay, A. and Slocum, S. and Haeffele, B.D. and Vidal, R. and Geman, D.",
TITLE = "Interpretable by Design:
Learning Predictors by Composing Interpretable Queries",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7430-7443",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128243"}
@article{bb132182,
AUTHOR = "Bandyapadhyay, S. and Fomin, F.V. and Golovach, P.A. and Lochet, W. and Purohit, N. and Simonov, K.",
TITLE = "How to find a good explanation for clustering?",
JOURNAL = AI,
VOLUME = "322",
YEAR = "2023",
PAGES = "103948",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128244"}
@article{bb132183,
AUTHOR = "Chen, H.F. and Yang, L.P. and Wu, Q.S.",
TITLE = "Enhancing Land Cover Mapping and Monitoring: An Interactive and
Explainable Machine Learning Approach Using Google Earth Engine",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "18",
PAGES = "4585",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128245"}
@article{bb132184,
AUTHOR = "Jiao, L.M. and Yang, H.Y. and Wang, F. and Liu, Z.G. and Pan, Q.",
TITLE = "DTEC: Decision tree-based evidential clustering for interpretable
partition of uncertain data",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109846",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128246"}
@article{bb132185,
AUTHOR = "Roussel, C. and Bohm, K.",
TITLE = "Geospatial XAI: A Review",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "9",
PAGES = "355",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128247"}
@article{bb132186,
AUTHOR = "Patricio, C. and Neves, J.C. and Teixeira, L.F.",
TITLE = "Explainable Deep Learning Methods in Medical Image Classification: A
Survey",
JOURNAL = Surveys,
VOLUME = "56",
YEAR = "2023",
NUMBER = "4",
MONTH = "October",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128248"}
@article{bb132187,
AUTHOR = "Delaney, E. and Pakrashi, A. and Greene, D. and Keane, M.T.",
TITLE = "Counterfactual explanations for misclassified images: How human and
machine explanations differ",
JOURNAL = AI,
VOLUME = "324",
YEAR = "2023",
PAGES = "103995",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128249"}
@article{bb132188,
AUTHOR = "Posada Moreno, A.F. and Surya, N. and Trimpe, S.",
TITLE = "ECLAD: Extracting Concepts with Local Aggregated Descriptors",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110146",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128250"}
@article{bb132189,
AUTHOR = "Liu, P. and Wang, L. and Li, J.",
TITLE = "Unlocking the Potential of Explainable Artificial Intelligence in
Remote Sensing Big Data",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "23",
PAGES = "5448",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128251"}
@article{bb132190,
AUTHOR = "Yang, Y.Q. and Zhao, Y. and Cheng, Y.",
TITLE = "PRIME: Posterior Reconstruction of the Input for Model Explanations",
JOURNAL = PRL,
VOLUME = "176",
YEAR = "2023",
PAGES = "202-208",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128252"}
@article{bb132191,
AUTHOR = "Wang, Z. and Zhang, W. and Liu, N. and Wang, J.Y.",
TITLE = "Learning Interpretable Rules for Scalable Data Representation and
Classification",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "1121-1133",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128253"}
@article{bb132192,
AUTHOR = "Rong, Y. and Leemann, T. and Nguyen, T.T. and Fiedler, L. and Qian, P.Z. and Unhelkar, V. and Seidel, T. and Kasneci, G. and Kasneci, E.",
TITLE = "Towards Human-Centered Explainable AI:
A Survey of User Studies for Model Explanations",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "2104-2122",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128254"}
@article{bb132193,
AUTHOR = "Vandersmissen, B. and Oramas, J.",
TITLE = "On the coherency of quantitative evaluation of visual explanations",
JOURNAL = CVIU,
VOLUME = "241",
YEAR = "2024",
PAGES = "103934",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128255"}
@article{bb132194,
AUTHOR = "Chen, X.Y. and Guttel, S.",
TITLE = "Fast and explainable clustering based on sorting",
JOURNAL = PR,
VOLUME = "150",
YEAR = "2024",
PAGES = "110298",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128256"}
@article{bb132195,
AUTHOR = "Wulfert, L. and Kuhnel, J. and Krupp, L. and Viga, J. and Wiede, C. and Gembaczka, P. and Grabmaier, A.",
TITLE = "AIfES: A Next-Generation Edge AI Framework",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "4519-4533",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128257"}
@article{bb132196,
AUTHOR = "Pelous, E. and Meger, N. and Benoit, A. and Atto, A. and Ienco, D. and Courteille, H. and Lin Kwong Chon, C.",
TITLE = "Explaining the decisions and the functioning of a convolutional
spatiotemporal land cover classifier with channel attention and
redescription mining",
JOURNAL = PandRS,
VOLUME = "215",
YEAR = "2024",
PAGES = "256-270",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128258"}
@article{bb132197,
AUTHOR = "Shang, Q.J. and Zheng, T. and Zhang, L.W. and Zhang, Y.C. and Ma, Z.",
TITLE = "Concept-Based Explanations for Millimeter Wave Radar Target
Recognition",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "14",
PAGES = "2640",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128259"}
@article{bb132198,
AUTHOR = "Zhang, H.W. and Torres, F. and Sicre, R. and Avrithis, Y. and Ayache, S.",
TITLE = "Opti-CAM: Optimizing saliency maps for interpretability",
JOURNAL = CVIU,
VOLUME = "248",
YEAR = "2024",
PAGES = "104101",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128260"}
@article{bb132199,
AUTHOR = "Tasneem, S. and Islam, K.A.",
TITLE = "Improve Adversarial Robustness of AI Models in Remote Sensing via
Data-Augmentation and Explainable-AI Methods",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "17",
PAGES = "3210",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT128261"}
Last update:Nov 26, 2025 at 20:24:09