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Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time.

M. Wortsman, G. Ilharco, S. Gadre, R. Roelofs, R. Lopes, A. Morcos, H. Namkoong, A. Farhadi, Y. Carmon, S. Kornblith, and L. Schmidt. ICML, volume 162 of Proceedings of Machine Learning Research, page 23965-23998. PMLR, (2022)

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Subclass Distillation.R. Müller, S. Kornblith, and G. Hinton. CoRR, (2020)Probing clustering in neural network representations.T. Nguyen, and S. Kornblith. CoRR, (2023)Does progress on ImageNet transfer to real-world datasets?A. Fang, S. Kornblith, and L. Schmidt. CoRR, (2023)Meta-learning to Improve Pre-training.A. Raghu, J. Lorraine, S. Kornblith, M. McDermott, and D. Duvenaud. NeurIPS, page 23231-23244. (2021)Small-scale proxies for large-scale Transformer training instabilities.M. Wortsman, P. Liu, L. Xiao, K. Everett, A. Alemi, B. Adlam, J. Co-Reyes, I. Gur, A. Kumar, R. Novak and 6 other author(s). ICLR, OpenReview.net, (2024)Big Self-Supervised Models Advance Medical Image Classification.S. Azizi, B. Mustafa, F. Ryan, Z. Beaver, J. Freyberg, J. Deaton, A. Loh, A. Karthikesalingam, S. Kornblith, T. Chen and 2 other author(s). ICCV, page 3458-3468. IEEE, (2021)Teaching with Commentaries.A. Raghu, M. Raghu, S. Kornblith, D. Duvenaud, and G. Hinton. CoRR, (2020)Cerberus: A Multi-headed Derenderer.B. Deng, S. Kornblith, and G. Hinton. CoRR, (2019)Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5?C. Freeman, L. Culp, A. Parisi, M. Bileschi, G. Elsayed, A. Rizkowsky, I. Simpson, A. Alemi, A. Nova, B. Adlam and 20 other author(s). CoRR, (2023)Revisiting Spatial Invariance with Low-Rank Local Connectivity.G. Elsayed, P. Ramachandran, J. Shlens, and S. Kornblith. ICML, volume 119 of Proceedings of Machine Learning Research, page 2868-2879. PMLR, (2020)

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Disambiguation of "Kornblith, Simon"

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Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time.

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Marcus Simon

Christine Simon

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Simon Hohenester

Simon Pingel

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Disambiguation of "Kornblith, Simon"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time.

Please choose a person to relate this publication to

Marcus Simon

Christine Simon

Simon Schilling

Simon Hohenester

Simon Pingel

Other publications of authors with the same name

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Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time.