Jan Stühmer
6 papers · 2013–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (12) 🐝 Cross-Pollinator (14)
🌈
Renaissance Researcher
(7)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(19)
🚀
Conference Pioneer
Conferences
ICCV (3)
CVPR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
transformer architecture
(1)
image classification
(1)
image segmentation
(1)
few-shot learning
(1)
action recognition
(1)
transfer learning
(1)
convex optimization
(1)
graph theory
(1)
medical imaging
(1)
egocentric vision
(1)
human pose estimation
(1)
object tracking
(1)
flow matching
(1)
geometric algebra
(1)
message passing
(1)
protein design
(1)
primal-dual algorithm
(1)
generative model
(1)
tree structure
(1)
protein structure
(1)
Papers
Flexibility-conditioned protein structure design with flow matching
ICML 2025
Generating Highly Designable Proteins with Geometric Algebra Flow Matching
NIPS 2024
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference
CVPR 2022
H2O: Two Hands Manipulating Objects for First Person Interaction Recognition
ICCV 2021
Model-Based Tracking at 300Hz Using Raw Time-of-Flight Observations
ICCV 2015
Tree Shape Priors with Connectivity Constraints Using Convex Relaxation on General Graphs
ICCV 2013