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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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Michael Morcos

Ari Pouttu

Morcos Selim

Samir Morcos

Yusri Morcos

Other publications of authors with the same name

Towards falsifiable interpretability research.M. Leavitt, and A. Morcos. CoRR, (2020)Analyzing biological and artificial neural networks: challenges with opportunities for synergy?D. Barrett, A. Morcos, and J. Macke. CoRR, (2018)D4: Improving LLM Pretraining via Document De-Duplication and Diversification.K. Tirumala, D. Simig, A. Aghajanyan, and A. Morcos. CoRR, (2023)PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning.F. Bordes, S. Shekhar, M. Ibrahim, D. Bouchacourt, P. Vincent, and A. Morcos. CoRR, (2023)One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers.A. Morcos, H. Yu, M. Paganini, and Y. Tian. NeurIPS, page 4933-4943. (2019)Selectivity considered harmful: evaluating the causal impact of class selectivity in DNNs.M. Leavitt, and A. Morcos. ICLR, OpenReview.net, (2021)Learning to Make Analogies by Contrasting Abstract Relational Structure.F. Hill, A. Santoro, D. Barrett, A. Morcos, and T. Lillicrap. ICLR (Poster), OpenReview.net, (2019)Are all negatives created equal in contrastive instance discrimination?T. Cai, J. Frankle, D. Schwab, and A. Morcos. CoRR, (2020)Analyzing biological and artificial neural networks: challenges with opportunities for synergy?D. Barrett, A. Morcos, and J. Macke. Current Opinion in Neurobiology, (2019)Machine Learning, Big Data, and Neuroscience.Trade-offs of Local SGD at Scale: An Empirical Study.J. Ortiz, J. Frankle, M. Rabbat, A. Morcos, and N. Ballas. CoRR, (2021)

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Disambiguation of "Morcos, Ari S."

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

Please choose a person to relate this publication to

Michael Morcos

Ari Pouttu

Morcos Selim

Samir Morcos

Yusri Morcos

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Morcos, Ari S."

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

Michael Morcos

Ari Pouttu

Morcos Selim

Samir Morcos

Yusri Morcos

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

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