Search Results for author: Domas Buracas

Found 2 papers, 1 papers with code

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

1 code implementation12 Jul 2024 Sophia Sanborn, Johan Mathe, Mathilde Papillon, Domas Buracas, Hansen J Lillemark, Christian Shewmake, Abby Bertics, Xavier Pennec, Nina Miolane

Echoing the 19th-century revolutions that gave rise to non-Euclidean geometry, an emerging line of research is redefining modern machine learning with non-Euclidean structures.

An Embedding-Dynamic Approach to Self-supervised Learning

no code implementations7 Jul 2022 Suhong Moon, Domas Buracas, Seunghyun Park, Jinkyu Kim, John Canny

It also uses a purely-dynamic local dispersive force (Brownian motion) that shows improved performance over other methods and does not require knowledge of other particle coordinates.

Classification Image Classification +7

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