Pim de Haan
11 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (5)
π§
Keyword Pioneer
π
Cross-Pollinator
(5)
π
Keyword Champion
(3)
ποΈ
Keyword Collector
(51)
π
Century Club
(11)
π₯
Unstoppable
(6)
Conferences
NIPS (7)
AISTATS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
geometric algebra
(3)
variational inference
(3)
normalizing flow
(3)
causal inference
(2)
geometric deep learning
(2)
bayesian inference
(2)
3d vision
(2)
equivariant neural network
(2)
equivariant transformer
(2)
transformer architecture
(2)
model-based reinforcement learning
(1)
message passing
(1)
weakly supervised learning
(1)
probability density estimation
(1)
permutation equivariance
(1)
particle physics
(1)
dynamical system
(1)
diffusion model
(1)
generative model
(1)
policy learning
(1)
Papers
Euclidean, Projective, Conformal: Choosing a Geometric Algebra for Equivariant Transformers
AISTATS 2024
Noether's Razor: Learning Conserved Quantities
NIPS 2024
Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics
NIPS 2024
Rigid Body Flows for Sampling Molecular Crystal Structures
ICML 2023
Geometric Algebra Transformer
NIPS 2023
EDGI: Equivariant Diffusion for Planning with Embodied Agents
NIPS 2023
Weakly supervised causal representation learning
NIPS 2022
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs
ICLR 2021
Natural Graph Networks
NIPS 2020
Reparameterizing Distributions on Lie Groups
AISTATS 2019
Causal Confusion in Imitation Learning
NIPS 2019