Jan Stühmer

29 papers A* 6C 1Journal 16Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Approximate equivariance via projection-based regularisation.
CoRR
Torben Berndt, Jan Stühmer
2025 J jnl
Flexibility-Conditioned Protein Structure Design with Flow Matching.
CoRR
Vsevolod Viliuga, Leif Seute, Nicolas Wolf, Simon Wagner, Arne Elofsson, Jan Stühmer, Frauke Gräter
2025 A* conf
Flexibility-conditioned protein structure design with flow matching.
ICML
Vsevolod Viliuga, Leif Seute, Nicolas Wolf, Simon Wagner, Arne Elofsson, Jan Stühmer, Frauke Gräter
2025 J jnl
Learning conformational ensembles of proteins based on backbone geometry.
CoRR
Nicolas Wolf, Leif Seute, Vsevolod Viliuga, Simon Wagner, Jan Stühmer, Frauke Gräter
2025 J jnl
Permutation Equivariant Neural Controlled Differential Equations for Dynamic Graph Representation Learning.
CoRR
Torben Berndt, Benjamin Walker, Tiexin Qin, Jan Stühmer, Andrey Kormilitzin
2025 J jnl
Set-LLM: A Permutation-Invariant LLM.
CoRR
Beni Egressy, Jan Stühmer
2024 A* conf
Generating Highly Designable Proteins with Geometric Algebra Flow Matching.
NeurIPS
Simon Wagner, Leif Seute, Vsevolod Viliuga, Nicolas Wolf, Frauke Gräter, Jan Stühmer
2024 J jnl
Generating Highly Designable Proteins with Geometric Algebra Flow Matching.
CoRR
Simon Wagner, Leif Seute, Vsevolod Viliuga, Nicolas Wolf, Frauke Gräter, Jan Stühmer
2024 J jnl
Graph Neural Networks and Spatial Information Learning for Post-Processing Ensemble Weather Forecasts.
CoRR
Moritz Feik, Sebastian Lerch, Jan Stühmer
2024 J jnl
Grappa - A Machine Learned Molecular Mechanics Force Field.
CoRR
Leif Seute, Eric Hartmann, Jan Stühmer, Frauke Gräter
2024 J jnl
Machine Learning and AI in the Sciences.
Künstliche Intell.
Jan Stühmer
2023 J jnl
Connectivity Optimized Nested Graph Networks for Crystal Structures.
CoRR
Robin Ruff, Patrick Reiser, Jan Stühmer, Pascal Friederich
2023 C conf
Learning Where and When to Reason in Neuro-Symbolic Inference.
NeSy
Cristina Cornelio, Jan Stühmer, Shell Xu Hu, Timothy M. Hospedales
2022 J jnl
HyperInvariances: Amortizing Invariance Learning.
CoRR
Ruchika Chavhan, Henry Gouk, Jan Stühmer, Timothy M. Hospedales
2022 A* conf
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference.
CVPR
Shell Xu Hu, Da Li, Jan Stühmer, Minyoung Kim, Timothy M. Hospedales
2022 J jnl
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference.
CoRR
Shell Xu Hu, Da Li, Jan Stühmer, Minyoung Kim, Timothy M. Hospedales
2021 A* conf
H2O: Two Hands Manipulating Objects for First Person Interaction Recognition.
ICCV
Taein Kwon, Bugra Tekin, Jan Stühmer, Federica Bogo, Marc Pollefeys
2021 J jnl
H2O: Two Hands Manipulating Objects for First Person Interaction Recognition.
CoRR
Taein Kwon, Bugra Tekin, Jan Stühmer, Federica Bogo, Marc Pollefeys
2020 J jnl
HoloLens 2 Research Mode as a Tool for Computer Vision Research.
CoRR
Dorin Ungureanu, Federica Bogo, Silvano Galliani, Pooja Sama, Xin Duan, Casey Meekhof, Jan Stühmer, Thomas J. Cashman, Bugra Tekin, Johannes L. Schönberger, Pawel Olszta, Marc Pollefeys
2019 J jnl
Independent Subspace Analysis for Unsupervised Learning of Disentangled Representations.
CoRR
Jan Stühmer, Richard E. Turner, Sebastian Nowozin
2018 J jnl
Variational Inference for Data-Efficient Model Learning in POMDPs.
CoRR
Sebastian Tschiatschek, Kai Arulkumaran, Jan Stühmer, Katja Hofmann
2016 — —
A Convex Optimization Framework for Connectivity Constraints in Image Segmentation and 3D Reconstruction.
Jan Stühmer
2015 A* conf
Model-Based Tracking at 300Hz Using Raw Time-of-Flight Observations.
ICCV
Jan Stühmer, Sebastian Nowozin, Andrew W. Fitzgibbon, Richard Szeliski, Travis Perry, Sunil Acharya, Daniel Cremers, Jamie Shotton
2014 — conf
A Fast Projection Method for Connectivity Constraints in Image Segmentation.
EMMCVPR
Jan Stühmer, Daniel Cremers
2014 — conf
Active Online Learning for Interactive Segmentation Using Sparse Gaussian Processes.
GCPR
Rudolph Triebel, Jan Stühmer, Mohamed Souiai, Daniel Cremers
2014 — conf
Generalized Connectivity Constraints for Spatio-temporal 3D Reconstruction.
ECCV (4)
Martin Ralf Oswald, Jan Stühmer, Daniel Cremers
2013 A* conf
Tree Shape Priors with Connectivity Constraints Using Convex Relaxation on General Graphs.
ICCV
Jan Stühmer, Peter Schröder, Daniel Cremers
2010 — conf
Parallel Generalized Thresholding Scheme for Live Dense Geometry from a Handheld Camera.
ECCV Workshops (1)
Jan Stühmer, Stefan Gumhold, Daniel Cremers
2010 — conf
Real-Time Dense Geometry from a Handheld Camera.
DAGM-Symposium
Jan Stühmer, Stefan Gumhold, Daniel Cremers