@inproceedings{bb134400,
AUTHOR = "Liu, H. and Ye, M.",
TITLE = "Improving Self-supervised Lightweight Model Learning via Hard-Aware
Metric Distillation",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXI:295-311",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600selfdist4.html#TT130419"}
@inproceedings{bb134401,
AUTHOR = "Liang, J.J. and Li, L. and Bing, Z.D. and Zhao, B.R. and Tang, Y. and Lin, B. and Fan, H.Q.",
TITLE = "Efficient One Pass Self-distillation with Zipf's Label Smoothing",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XI:104-119",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600selfdist4.html#TT130420"}
@inproceedings{bb134402,
AUTHOR = "Shen, Y.Q. and Xu, L. and Yang, Y.Z. and Li, Y.Q. and Guo, Y.D.",
TITLE = "Self-Distillation from the Last Mini-Batch for Consistency
Regularization",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "11933-11942",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600selfdist4.html#TT130421"}
@inproceedings{bb134403,
AUTHOR = "Ji, M. and Shin, S.J. and Hwang, S.H. and Park, G. and Moon, I.C.",
TITLE = "Refine Myself by Teaching Myself: Feature Refinement via
Self-Knowledge Distillation",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "10659-10668",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600selfdist4.html#TT130422"}
@inproceedings{bb134404,
AUTHOR = "Tejankar, A. and Koohpayegani, S.A. and Pillai, V. and Favaro, P. and Pirsiavash, H.",
TITLE = "ISD: Self-Supervised Learning by Iterative Similarity Distillation",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9589-9598",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600selfdist4.html#TT130423"}
@inproceedings{bb134405,
AUTHOR = "Zheng, Z.Z. and Peng, X.",
TITLE = "Self-Guidance: Improve Deep Neural Network Generalization via
Knowledge Distillation",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3451-3460",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600selfdist4.html#TT130424"}
@inproceedings{bb134406,
AUTHOR = "Bhat, P. and Arani, E. and Zonooz, B.",
TITLE = "Distill on the Go: Online knowledge distillation in self-supervised
learning",
BOOKTITLE = LLID21,
YEAR = "2021",
PAGES = "2672-2681",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600selfdist4.html#TT130425"}
@inproceedings{bb134407,
AUTHOR = "Xiang, L.Y. and Ding, G.G. and Han, J.G.",
TITLE = "Learning From Multiple Experts: Self-paced Knowledge Distillation for
Long-tailed Classification",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "V:247-263",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600selfdist4.html#TT130426"}
@inproceedings{bb134408,
AUTHOR = "Liu, B.L. and Rao, Y.M. and Lu, J.W. and Zhou, J. and Hsieh, C.J.",
TITLE = "Metadistiller:
Network Self-boosting via Meta-learned Top-down Distillation",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XIV:694-709",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600selfdist4.html#TT130427"}
@inproceedings{bb134409,
AUTHOR = "Lee, S.H. and Kim, D.H. and Song, B.C.",
TITLE = "Self-supervised Knowledge Distillation Using Singular Value
Decomposition",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "VI: 339-354",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600selfdist4.html#TT130428"}
@article{bb134410,
AUTHOR = "Yu, R.N. and Liu, S.H. and Wang, X.C.",
TITLE = "Dataset Distillation: A Comprehensive Review",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "150-170",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130429"}
@article{bb134411,
AUTHOR = "Lei, S. and Tao, D.C.",
TITLE = "A Comprehensive Survey of Dataset Distillation",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "17-32",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130430"}
@article{bb134412,
AUTHOR = "Jin, H.D. and Kim, E.",
TITLE = "Dataset condensation with coarse-to-fine regularization",
JOURNAL = PRL,
VOLUME = "188",
YEAR = "2025",
PAGES = "178-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130431"}
@article{bb134413,
AUTHOR = "Wu, Y.F. and Du, J.W. and Liu, P. and Lin, Y.W. and Xu, W. and Cheng, W.Q.",
TITLE = "DD-RobustBench: An Adversarial Robustness Benchmark for Dataset
Distillation",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "2052-2066",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130432"}
@article{bb134414,
AUTHOR = "Ma, Z.H. and Cao, A. and Yang, F. and Gong, Y.H. and Wei, X.",
TITLE = "Curriculum Dataset Distillation",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "4176-4187",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130433"}
@article{bb134415,
AUTHOR = "Huang, T.F. and Lin, Y.H.",
TITLE = "Drop2Sparse: Improving Dataset Distillation via Sparse Model",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "7568-7578",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130434"}
@inproceedings{bb134416,
AUTHOR = "Cui, X. and Qin, Y. and Zhou, W.G. and Li, H.S. and Li, H.Q.",
TITLE = "OPTICAL: Leveraging Optimal Transport for Contribution Allocation in
Dataset Distillation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15245-15254",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130435"}
@article{bb134417,
AUTHOR = "Cho, S. and Jung, Y. and Cho, N.I. and Soh, J.W.",
TITLE = "Dataset Distillation for Super-Resolution Without Class Labels and
Pre-Trained Models",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3700-3704",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130436"}
@article{bb134418,
AUTHOR = "Zhang, J.X. and Chen, Z.H. and Dai, L.",
TITLE = "Unleashing the Power of Each Distilled Image",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "7050-7064",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130437"}
@article{bb134419,
AUTHOR = "Zhang, H.L. and An, X.Q. and Lian, J.W. and Luo, L. and Yang, J.",
TITLE = "CoMPR: Efficient point cloud dataset condensation via bidirectional
matching and point recycling",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112494",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130438"}
@article{bb134420,
AUTHOR = "Li, Z. and Cechnicka, S. and Ouyang, C. and Breininger, K. and Schuffler, P. and Kainz, B.",
TITLE = "Stochastic latent feature distillation: Enhancing dataset
distillation via structured uncertainty modeling",
JOURNAL = JVCIR,
VOLUME = "113",
YEAR = "2025",
PAGES = "104623",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130439"}
@article{bb134421,
AUTHOR = "Li, X.D. and Zhu, Y. and Chen, Y.F. and Chen, C. and Guo, J. and Wang, S.H.",
TITLE = "Boosting Dataset Distillation With the Assistance of Crucial Samples
for Visual Learning",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "9873-9886",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130440"}
@inproceedings{bb134422,
AUTHOR = "Li, M.Z. and Li, G. and Mao, J.F. and Ogawa, T. and Haseyama, M.",
TITLE = "Diversity-Driven Generative Dataset Distillation Based on Diffusion
Model with Self-Adaptive Memory",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "415-420",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130441"}
@inproceedings{bb134423,
AUTHOR = "Shen, Z.Q. and Sherif, A. and Yin, Z.Y. and Shao, S.T.",
TITLE = "DELT: A Simple Diversity-driven EarlyLate Training for Dataset
Distillation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "4797-4806",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130442"}
@inproceedings{bb134424,
AUTHOR = "Qi, D. and Li, J. and Gao, J. and Dou, S.G. and Tai, Y. and Hu, J.L. and Zhao, B. and Wang, Y.B. and Wang, C.J. and Zhao, C.R.",
TITLE = "Towards Universal Dataset Distillation via Task-Driven Diffusion",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "10557-10566",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130443"}
@inproceedings{bb134425,
AUTHOR = "Tran, M.T. and Le, T. and Le, X.M. and Do, T.T. and Phung, D.",
TITLE = "Enhancing Dataset Distillation via Non-Critical Region Refinement",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "10015-10024",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130444"}
@inproceedings{bb134426,
AUTHOR = "Shi, Y. and Di, S.Z. and Chen, Q. and Xie, W.",
TITLE = "Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "8523-8533",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130445"}
@inproceedings{bb134427,
AUTHOR = "Chen, Y. and Chen, G. and Zhang, M. and Guan, W. and Nie, L.Q.",
TITLE = "Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20437-20446",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130446"}
@inproceedings{bb134428,
AUTHOR = "Frank, L. and Davis, J.",
TITLE = "What Makes a Good Dataset for Knowledge Distillationƒ",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "23755-23764",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130447"}
@inproceedings{bb134429,
AUTHOR = "Zhong, W.L. and Tang, H.Y. and Zheng, Q.H. and Xu, M.Z. and Hu, Y.P. and Guan, W.",
TITLE = "Towards Stable and Storage-efficient Dataset Distillation: Matching
Convexified Trajectory",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25581-25589",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130448"}
@inproceedings{bb134430,
AUTHOR = "Wang, S.B. and Yang, Y.C. and Liu, Z.Y. and Sun, C.H. and Hu, X.M. and He, C.H. and Zhang, L.F.",
TITLE = "Dataset Distillation with Neural Characteristic Function:
A Minmax Perspective",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25570-25580",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130449"}
@inproceedings{bb134431,
AUTHOR = "Zhao, Z.H. and Wang, H.X. and Shang, Y.Z. and Wang, K. and Yan, Y.",
TITLE = "Distilling Long-tailed Datasets",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30609-30618",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130450"}
@inproceedings{bb134432,
AUTHOR = "Zhong, X.H. and Fang, H. and Chen, B. and Gu, X. and Qiu, M. and Qi, S.H. and Xia, S.T.",
TITLE = "Hierarchical Features Matter: A Deep Exploration of Progressive
Parameterization Method for Dataset Distillation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30462-30471",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130451"}
@inproceedings{bb134433,
AUTHOR = "Wang, K. and Li, Z. and Cheng, Z.Q. and Khaki, S. and Sajedi, A. and Vedantam, R. and Plataniotis, K.N. and Hauptmann, A. and You, Y.",
TITLE = "Emphasizing Discriminative Features for Dataset Distillation in
Complex Scenarios",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30451-30461",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130452"}
@inproceedings{bb134434,
AUTHOR = "Malakshan, S.R. and Saadabadi, M.S.E. and Dabouei, A. and Nasrabadi, N.M.",
TITLE = "Decomposed Distribution Matching in Dataset Condensation",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "7112-7122",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130453"}
@inproceedings{bb134435,
AUTHOR = "Kang, S. and Lim, Y. and Shim, H.J.",
TITLE = "Label-Augmented Dataset Distillation",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "1457-1466",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130454"}
@inproceedings{bb134436,
AUTHOR = "Moon, J.Y. and Kim, J.U. and Park, G.M.",
TITLE = "Towards Model-agnostic Dataset Condensation by Heterogeneous Models",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXIX: 234-250",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130455"}
@inproceedings{bb134437,
AUTHOR = "Zhao, Z.H. and Shang, Y.Z. and Wu, J. and Yan, Y.",
TITLE = "Dataset Quantization with Active Learning Based Adaptive Sampling",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LX: 346-362",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130456"}
@inproceedings{bb134438,
AUTHOR = "Zheng, H.Z. and Sun, J.C. and Wu, S. and Kailkhura, B. and Mao, Z.M. and Xiao, C.W. and Prakash, A.",
TITLE = "Leveraging Hierarchical Feature Sharing for Efficient Dataset
Condensation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXIV: 166-182",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130457"}
@inproceedings{bb134439,
AUTHOR = "Xu, Y. and Li, Y.L. and Cui, K. and Wang, Z.Y. and Lu, C. and Tai, Y.W. and Tang, C.K.",
TITLE = "Distill Gold from Massive Ores: Bi-level Data Pruning Towards Efficient
Dataset Distillation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XX: 240-257",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130458"}
@inproceedings{bb134440,
AUTHOR = "Yu, R.N. and Liu, S. and Ye, J.W. and Wang, X.C.",
TITLE = "Teddy: Efficient Large-scale Dataset Distillation via
Taylor-approximated Matching",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XLVI: 1-17",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130459"}
@inproceedings{bb134441,
AUTHOR = "Yang, S.L. and Cheng, S. and Hong, M.B. and Fan, H.Q. and Wei, X. and Liu, S.C.",
TITLE = "Neural Spectral Decomposition for Dataset Distillation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LII: 275-290",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130460"}
@inproceedings{bb134442,
AUTHOR = "Son, B. and Oh, Y. and Baek, D. and Ham, B.",
TITLE = "FYI: Flip Your Images for Dataset Distillation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "L: 214-230",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130461"}
@inproceedings{bb134443,
AUTHOR = "Liu, D. and Gu, J.D. and Cao, H. and Trinitis, C. and Schulz, M.",
TITLE = "Dataset Distillation by Automatic Training Trajectories",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXVII: 334-351",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130462"}
@inproceedings{bb134444,
AUTHOR = "Jia, Y.Q. and Vahidian, S. and Sun, J.W. and Zhang, J.Y. and Kungurtsev, V. and Gong, N.Z.Q. and Chen, Y.R.",
TITLE = "Unlocking the Potential of Federated Learning: The Symphony of Dataset
Distillation via Deep Generative Latents",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXVIII: 18-33",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130463"}
@inproceedings{bb134445,
AUTHOR = "Ye, J.W. and Yu, R.N. and Liu, S. and Wang, X.C.",
TITLE = "Distilled Datamodel with Reverse Gradient Matching",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11954-11963",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130464"}
@inproceedings{bb134446,
AUTHOR = "Deng, W.X. and Li, W.B. and Ding, T.Y. and Wang, L. and Zhang, H.G. and Huang, K. and Huo, J. and Gao, Y.",
TITLE = "Exploiting Inter-sample and Inter-feature Relations in Dataset
Distillation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "17057-17066",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130465"}
@inproceedings{bb134447,
AUTHOR = "Zhu, D.Y. and Fang, Y.B. and Lei, B. and Xie, Y.Q. and Xu, D.K. and Zhang, J. and Zhang, R.",
TITLE = "Rethinking Data Distillation: Do Not Overlook Calibration",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4912-4922",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130466"}
@inproceedings{bb134448,
AUTHOR = "van Noord, N.",
TITLE = "Prototype-based Dataset Comparison",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1944-1954",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130467"}
@inproceedings{bb134449,
AUTHOR = "Sajedi, A. and Khaki, S. and Amjadian, E. and Liu, L.Z. and Lawryshyn, Y.A. and Plataniotis, K.N.",
TITLE = "DataDAM: Efficient Dataset Distillation with Attention Matching",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17051-17061",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130468"}
@inproceedings{bb134450,
AUTHOR = "Zhou, D. and Wang, K. and Gu, J.Y. and Peng, X.Y. and Lian, D.Z. and Zhang, Y.F. and You, Y. and Feng, J.S.",
TITLE = "Dataset Quantization",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17159-17170",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130469"}
@inproceedings{bb134451,
AUTHOR = "Liu, Y.Q. and Gu, J.Y. and Wang, K. and Zhu, Z. and Jiang, W. and You, Y.",
TITLE = "DREAM: Efficient Dataset Distillation by Representative Matching",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17268-17278",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130470"}
@inproceedings{bb134452,
AUTHOR = "Liu, S. and Wang, X.C.",
TITLE = "Few-Shot Dataset Distillation via Translative Pre-Training",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "18608-18618",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130471"}
@inproceedings{bb134453,
AUTHOR = "Mazumder, A. and Baruah, T. and Singh, A.K. and Murthy, P.K. and Pattanaik, V. and Rathore, P.",
TITLE = "DeepVAT: A Self-Supervised Technique for Cluster Assessment in Image
Datasets",
BOOKTITLE = VIPriors23,
YEAR = "2023",
PAGES = "187-195",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130472"}
@inproceedings{bb134454,
AUTHOR = "Zhang, L. and Zhang, J. and Lei, B. and Mukherjee, S. and Pan, X. and Zhao, B. and Ding, C. and Li, Y. and Xu, D.",
TITLE = "Accelerating Dataset Distillation via Model Augmentation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "11950-11959",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130473"}
@inproceedings{bb134455,
AUTHOR = "Cazenavette, G. and Wang, T.Z. and Torralba, A. and Efros, A.A. and Zhu, J.Y.",
TITLE = "Generalizing Dataset Distillation via Deep Generative Prior",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3739-3748",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130474"}
@inproceedings{bb134456,
AUTHOR = "Wang, Z.J. and Yang, W.B. and Liu, Z.S. and Chen, Q. and Ni, J.C. and Jia, Z.",
TITLE = "Gift from Nature:
Potential Energy Minimization for Explainable Dataset Distillation",
BOOKTITLE = MLCSA22,
YEAR = "2022",
PAGES = "240-255",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130475"}
@inproceedings{bb134457,
AUTHOR = "Cazenavette, G. and Wang, T.Z. and Torralba, A. and Efros, A.A. and Zhu, J.Y.",
TITLE = "Dataset Distillation by Matching Training Trajectories",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10708-10717",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130476"}
@inproceedings{bb134458,
AUTHOR = "Zhu, J.Y. and Efros, A.A. and Torralba, A. and Wang, T.Z. and Cazenavette, G.",
TITLE = "Dataset Distillation by Matching Training Trajectories",
BOOKTITLE = VDU22,
YEAR = "2022",
PAGES = "4749-4758",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT130476"}
@article{bb134459,
AUTHOR = "Tajbakhsh, N. and Shin, J.Y. and Gurudu, S.R. and Hurst, R.T. and Kendall, C.B. and Gotway, M.B. and Liang, J.",
TITLE = "Convolutional Neural Networks for Medical Image Analysis:
Full Training or Fine Tuning?",
JOURNAL = MedImg,
VOLUME = "35",
YEAR = "2016",
NUMBER = "5",
MONTH = "May",
PAGES = "1299-1312",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130477"}
@inproceedings{bb134460,
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#TT130478"}
@inproceedings{bb134461,
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#TT130479"}
@article{bb134462,
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#TT130480"}
@article{bb134463,
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#TT130481"}
@article{bb134464,
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#TT130482"}
@article{bb134465,
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#TT130483"}
@article{bb134466,
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#TT130484"}
@article{bb134467,
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#TT130485"}
@article{bb134468,
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#TT130486"}
@article{bb134469,
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#TT130487"}
@article{bb134470,
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#TT130488"}
@article{bb134471,
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#TT130489"}
@article{bb134472,
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#TT130490"}
@article{bb134473,
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#TT130491"}
@inproceedings{bb134474,
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#TT130492"}
@inproceedings{bb134475,
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#TT130493"}
@article{bb134476,
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#TT130494"}
@article{bb134477,
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#TT130495"}
@inproceedings{bb134478,
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#TT130496"}
@inproceedings{bb134479,
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#TT130497"}
@inproceedings{bb134480,
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#TT130498"}
@inproceedings{bb134481,
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#TT130499"}
@inproceedings{bb134482,
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#TT130500"}
@inproceedings{bb134483,
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#TT130501"}
@inproceedings{bb134484,
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#TT130502"}
@inproceedings{bb134485,
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#TT130503"}
@inproceedings{bb134486,
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#TT130504"}
@inproceedings{bb134487,
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#TT130505"}
@inproceedings{bb134488,
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#TT130506"}
@inproceedings{bb134489,
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#TT130507"}
@inproceedings{bb134490,
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#TT130508"}
@inproceedings{bb134491,
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#TT130509"}
@inproceedings{bb134492,
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#TT130510"}
@inproceedings{bb134493,
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#TT130511"}
@inproceedings{bb134494,
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#TT130512"}
@inproceedings{bb134495,
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#TT130513"}
@inproceedings{bb134496,
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#TT130514"}
@inproceedings{bb134497,
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#TT130515"}
@inproceedings{bb134498,
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#TT130516"}
@inproceedings{bb134499,
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#TT130517"}
Last update:Mar 28, 2026 at 17:09:41