Heli Ben-Hamu

8 papers · 2019–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ICLR (3) ICML (3) ICCV (1) NeurIPS (1)

Top co-authors

Yaron Lipman (8) Haggai Maron (3) Ricky T. Q. Chen (3) Brandon Amos (2) Aditya Grover (2) Omri Puny (2) Maximillian Nickel (1) Ishan Misra (1) Nimrod Segol (1) Joey Bose (1)

Research topics

Deep Learning (8) Machine Learning (7) Architectures (4) Models (4) Optimization & Theory (4) Core Methods (3) Computer Vision (2) Generation (2) Artificial Intelligence (1) Core AI (1) Learning Types (1)

Keywords

graph neural network (3) flow matching (3) continuous normalizing flow (2) vector field (2) message passing (2) diffusion model (2) weisfeiler-lehman test (1) expressive power (1) generative model (1) graph isomorphism (1) frame averaging (1) ordinary differential equation (1) matrix multiplication (1) permutation invariance (1) transport map (1) probability path (1) manifold data (1) group symmetry (1) probability path divergence (1) log mass conservation (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 Invariant and Equivariant Graph Networks ICLR 2019 Provably Powerful Graph Networks NeurIPS 2019 Surface Networks via General Covers ICCV 2019