Taco S Cohen
8 papers · 2018–2023 · 1 conference · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (26) π§ Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (8)
Top co-authors
Keywords
equivariant neural network
(2)
3d reconstruction
(1)
model-based reinforcement learning
(1)
pose estimation
(1)
weakly supervised learning
(1)
3d vision
(1)
image reconstruction
(1)
geometric deep learning
(1)
permutation equivariance
(1)
irreducible representations
(1)
group theory
(1)
geometric algebra
(1)
message passing
(1)
generalization error
(1)
manifold learning
(1)
generalization bound
(1)
pac-bayesian bound
(1)
diffusion model
(1)
feature map
(1)
transformer architecture
(1)
Papers
Geometric Algebra Transformer
NIPS 2023
EDGI: Equivariant Diffusion for Planning with Embodied Agents
NIPS 2023
A PAC-Bayesian Generalization Bound for Equivariant Networks
NIPS 2022
On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane
NIPS 2022
Weakly supervised causal representation learning
NIPS 2022
Natural Graph Networks
NIPS 2020
A General Theory of Equivariant CNNs on Homogeneous Spaces
NIPS 2019
3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data
NIPS 2018