conftrace_

Florian Hess

5 papers · 2022–2024 · 1 conference · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12)

Conferences

ICML (5)

Top co-authors

Manuel Brenner (5) Daniel Durstewitz (5) Zahra Monfared (3) Christoph Jürgen Hemmer (1) Leonard F Bereska (1) Niclas Alexander Göring (1) Po-Chen Kuo (1) Jonas M Mikhaeil (1) Georgia Koppe (1)

Keywords

teacher forcing (2) recurrent neural network (2) dynamical system (2) piecewise linear (1) chaotic dynamics (1) gradient clipping (1) piecewise-linear system (1) variational inference (1) dendritic computation (1) model interpretability (1) gradient descent (1)

Papers

Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics ICML 2024 Out-of-Domain Generalization in Dynamical Systems Reconstruction ICML 2024 Optimal Recurrent Network Topologies for Dynamical Systems Reconstruction ICML 2024 Generalized Teacher Forcing for Learning Chaotic Dynamics ICML 2023 Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems ICML 2022