Maximilian Soelch

3 papers · 2019–2021 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICLR (1) NIPS (1) RSS (1)

Top co-authors

Patrick van der Smagt (3) Justin Bayer (2) Atanas Mirchev (2) Baris Kayalibay (2) Richard Kurle (1) Alexej Klushyn (1) Botond Cseke (1)

Keywords

variational inference (2) probabilistic inference (1) kalman filter (1) sequential model (1) approximate bayesian inference (1) sequence prediction (1) state-space model (1) dynamical system (1) spatial environment (1) extended kalman vae (1)

Papers

Latent Matters: Learning Deep State-Space Models NIPS 2021

Mind the Gap when Conditioning Amortised Inference in Sequential Latent-Variable Models ICLR 2021

Approximate Bayesian Inference in Spatial Environments RSS 2019