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Florian Hess

5 papers · 2022–2024 · 1 venue · 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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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

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)

Research topics

Machine Learning (5) Deep Learning (4) Architectures (3) Optimization & Theory (3) Artificial Intelligence (2) Core AI (2) Core Methods (2) Models (2) Data Science & Analytics (1) Application Areas (1) Learning Types (1) Methods (1)

Keywords

teacher forcing (2) dynamical system (2) recurrent neural network (2) dynamical systems reconstruction (2) gradient descent (1) piecewise linear (1) chaotic dynamics (1) nonlinear dynamical system (1) variational autoencoder (1) gradient clipping (1) latent dynamics (1) out-of-domain generalization (1) multimodal data (1) ergodic theory (1) symbolic data (1) dendritic computation (1) structural prior (1) piecewise linear system (1) phase space (1) attractor's geometrical structure (1)

Papers

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