Latest posts tagged with #equivariance on Bluesky
Training Dynamics of Learning 3D-Rotational Equivariance
Max W Shen, Ewa Nowara, Michael Maser, Kyunghyun Cho
Action editor: Bamdev Mishra
https://openreview.net/forum?id=DLOIAW18W3
#equivariance #rotations #symmetry
New #J2C Certification:
Training Dynamics of Learning 3D-Rotational Equivariance
Max W Shen, Ewa Nowara, Michael Maser, Kyunghyun Cho
https://openreview.net/forum?id=DLOIAW18W3
#equivariance #rotations #symmetry
Does equivariance matter at scale?
Johann Brehmer, Sönke Behrends, Pim De Haan, Taco Cohen
Action editor: Marcus Brubaker
https://openreview.net/forum?id=wilNute8Tn
#models #equivariance #equivariant
Platonic Transformers Add Geometric Equivariance to AI Models
The Platonic Transformer embeds the symmetry groups of all five Platonic solids into attention, giving geometric equivariance while maintaining speed and memory. Read more: getnews.me/platonic-transformers-ad... #platonictransformer #equivariance
Our work introduces a transformer-based encoding with anchor points, enabling rotation-equivariant shape completion. We represent shapes using distances to anchors, ensuring robustness across varying object orientations.
arxiv.org/abs/2412.00952
#ShapeCompletion #Transformers #Equivariance #cvpr
Join us today at #NeurIPS2024 for our poster presentation:
Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing
🗓️ When: Wed, Dec 11, 11 a.m. – 2 p.m. PST
📍 Where: East Exhibit Hall A-C, Poster #4107
#MachineLearning #InteratomicPotentials #Equivariance #GraphNeuralNetworks
I'm excited to share that our paper, "Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance," has been accepted to NeurIPS 2024! 🎉
#NeurIPS #MARL #AI #ReinforcementLearning #MachineLearning #Equivariance #GraphNeuralNetworks
