Jekyll2026-07-20T10:46:46+00:00https://proceedings.mlr.press/v326/feed.xmlProceedings of Machine Learning ResearchProceedings of GRaM: the Second Edition of the Workshop on Geometry-grounded Representation Learning and Generative Modeling
Held in Riocentro Convention and Event Center, Rio de Janeiro, Brazil on 26 April 2026
Published as Volume 326 by the Proceedings of Machine Learning Research on 20 July 2026.
Volume Edited by:
Alison Pouplin
Sharvaree Vadgama
Erik Bekkers
Sékou-Oumar Kaba
Hannah Lawrence
Manuel Lecha
Elizabeth Baker
Julian Suk
Robin Walters
Jakub Tomczak
Stefanie Jegelka
Series Editors:
Neil D. Lawrence
PMLRTensor-SAE: Structured Sparse Autoencoders for Interpretable and Efficient Image Representations2026-07-20T00:00:00+00:002026-07-20T00:00:00+00:00https://proceedings.mlr.press/v326/ajay-shastry26a[{"given"=>"Tanush", "family"=>"Ajay Shastry"}, {"given"=>"Soham", "family"=>"Batra"}, {"given"=>"Laksh", "family"=>"Patel"}, {"given"=>"Aarav", "family"=>"Lala"}, {"given"=>"Andrew", "family"=>"Bae"}, {"given"=>"Siddarth", "family"=>"Karuturi"}, {"given"=>"Mithil", "family"=>"Shah"}, {"given"=>"Neel", "family"=>"N Shanbhag"}]Algebraic Priors for Approximately Equivariant Networks2026-07-20T00:00:00+00:002026-07-20T00:00:00+00:00https://proceedings.mlr.press/v326/ali26a[{"given"=>"Riccardo", "family"=>"Ali"}, {"given"=>"Pietro", "family"=>"Liò"}, {"given"=>"Jamie", "family"=>"Vicary"}]Neurodiversity Meets Colors: Does Position Awareness Destroy Generalization in Brain Graph Learning?2026-07-20T00:00:00+00:002026-07-20T00:00:00+00:00https://proceedings.mlr.press/v326/angelo-pereira-dantas26a[{"given"=>"Matheo", "family"=>"Angelo Pereira Dantas"}, {"given"=>"Caterina", "family"=>"Graziani"}, {"given"=>"Leo", "family"=>"Sampaio Ferraz Ribeiro"}, {"given"=>"Andre Carlos Ponce de Leon Ferreira De", "family"=>"Carvalho"}]Geometry-Grounded Flow Matching on Compact Manifolds2026-07-20T00:00:00+00:002026-07-20T00:00:00+00:00https://proceedings.mlr.press/v326/baheri26a[{"given"=>"Ali", "family"=>"Baheri"}]The Affine Divergence: Aligning Activation Updates Beyond Normalisation2026-07-20T00:00:00+00:002026-07-20T00:00:00+00:00https://proceedings.mlr.press/v326/bird26a[{"given"=>"George", "family"=>"Bird"}]Pawsterior: Variational Flow Matching for Structured Simulation-Based Inference2026-07-20T00:00:00+00:002026-07-20T00:00:00+00:00https://proceedings.mlr.press/v326/carrasco-pollo26a[{"given"=>"Jorge", "family"=>"Carrasco-Pollo"}, {"given"=>"Floor", "family"=>"Eijkelboom"}, {"given"=>"Jan-Willem", "family"=>"Meent", "prefix"=>"van de"}]Towards Text-Line Segmentation of Historical Documents Using Graph Neural Networks2026-07-20T00:00:00+00:002026-07-20T00:00:00+00:00https://proceedings.mlr.press/v326/chincholikar26a[{"given"=>"Kartik", "family"=>"Chincholikar"}, {"given"=>"Kaushik", "family"=>"Gopalan"}, {"given"=>"Mihir", "family"=>"Hasabnis"}]On the Geometry of Analogical Reasoning in Latent Space2026-07-20T00:00:00+00:002026-07-20T00:00:00+00:00https://proceedings.mlr.press/v326/dats26a[{"given"=>"Oleg", "family"=>"Dats"}]k-Maximum Inner Product Attention for Graph Transformers and the Expressive Power of GraphGPS2026-07-20T00:00:00+00:002026-07-20T00:00:00+00:00https://proceedings.mlr.press/v326/de-schouwer26a[{"given"=>"Jonas", "family"=>"De Schouwer"}, {"given"=>"Haitz", "family"=>"Ocáriz Borde", "prefix"=>"Sáez de"}, {"given"=>"Xiaowen", "family"=>"Dong"}]ReCycle Net: Cycle-Aware, Feature-Free GNN For Community Detection2026-07-20T00:00:00+00:002026-07-20T00:00:00+00:00https://proceedings.mlr.press/v326/fernandes26a[{"given"=>"Caleb", "family"=>"Fernandes"}, {"given"=>"Behnaz", "family"=>"Moradi Jamei"}]