Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Conditional Flow Matching: Simulation-Free Dynamic Optimal Transport


Feb 01, 2023
Alexander Tong, Nikolay Malkin, Guillaume Huguet, Yanlei Zhang, Jarrid Rector-Brooks, Kilian Fatras, Guy Wolf, Yoshua Bengio

Add code


   Access Paper or Ask Questions

Reliability of CKA as a Similarity Measure in Deep Learning


Nov 16, 2022
MohammadReza Davari, Stefan Horoi, Amine Natik, Guillaume Lajoie, Guy Wolf, Eugene Belilovsky

Add code


   Access Paper or Ask Questions

Geodesic Sinkhorn: optimal transport for high-dimensional datasets


Nov 02, 2022
Guillaume Huguet, Alexander Tong, María Ramos Zapatero, Guy Wolf, Smita Krishnaswamy

Add code

* 15 pages, 5 tables, 5 figures, submitted to RECOMB 2023 

   Access Paper or Ask Questions

Manifold Alignment with Label Information


Oct 31, 2022
Andres F. Duque, Myriam Lizotte, Guy Wolf, Kevin R. Moon

Add code


   Access Paper or Ask Questions

Learnable Filters for Geometric Scattering Modules


Aug 15, 2022
Alexander Tong, Frederik Wenkel, Dhananjay Bhaskar, Kincaid Macdonald, Jackson Grady, Michael Perlmutter, Smita Krishnaswamy, Guy Wolf

Add code

* 14 pages, 3 figures, 10 tables. arXiv admin note: substantial text overlap with arXiv:2010.02415 

   Access Paper or Ask Questions

Manifold Interpolating Optimal-Transport Flows for Trajectory Inference


Jun 29, 2022
Guillaume Huguet, D. S. Magruder, Oluwadamilola Fasina, Alexander Tong, Manik Kuchroo, Guy Wolf, Smita Krishnaswamy

Add code

* 19 pages, 4 tables, 13 figures 

   Access Paper or Ask Questions

Long Range Graph Benchmark


Jun 16, 2022
Vijay Prakash Dwivedi, Ladislav Rampášek, Mikhail Galkin, Ali Parviz, Guy Wolf, Anh Tuan Luu, Dominique Beaini

Add code

* The benchmark is open-sourced at: https://github.com/vijaydwivedi75/lrgb 

   Access Paper or Ask Questions

Taxonomy of Benchmarks in Graph Representation Learning


Jun 15, 2022
Renming Liu, Semih Cantürk, Frederik Wenkel, Dylan Sandfelder, Devin Kreuzer, Anna Little, Sarah McGuire, Leslie O'Bray, Michael Perlmutter, Bastian Rieck, Matthew Hirn, Guy Wolf, Ladislav Rampášek

Add code


   Access Paper or Ask Questions

Diffusion Transport Alignment


Jun 15, 2022
Andres F. Duque, Guy Wolf, Kevin R. Moon

Add code


   Access Paper or Ask Questions

1
2
3
4
5
6
>>