Heli Ben-Hamu
8 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(11)
π£
Hot Topic Early Bird
Conferences
ICLR (3)
ICML (3)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
geometric deep learning
(1)
flow matching
(1)
message passing
(1)
stochastic process
(1)
weisfeiler-lehman test
(1)
expressive power
(1)
generative model
(1)
vector field
(1)
graph isomorphism
(1)
ordinary differential equation
(1)
matrix multiplication
(1)
transport map
(1)
probability path
(1)
continuous normalizing flow
(1)
manifold datum
(1)
probability path divergence
(1)
log mass conservation
(1)
shape classification
(1)
graph neural network
(1)
shape segmentation
(1)
Papers
D-Flow: Differentiating through Flows for Controlled Generation
ICML 2024
Flow Matching for Generative Modeling
ICLR 2023
Multisample Flow Matching: Straightening Flows with Minibatch Couplings
ICML 2023
Frame Averaging for Invariant and Equivariant Network Design
ICLR 2022
Matching Normalizing Flows and Probability Paths on Manifolds
ICML 2022
Provably Powerful Graph Networks
NIPS 2019
Surface Networks via General Covers
ICCV 2019
Invariant and Equivariant Graph Networks
ICLR 2019