Thomas Probst
15 papers · 2017–2023 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(15)
ποΈ
Keyword Collector
(65)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Century Club Β· Bronze
π
Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Computer Vision
(12)
Analysis
(10)
Deep Learning
(7)
Machine Learning
(7)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Paradigms
(2)
Models
(2)
Optimization & Theory
(2)
Processing
(2)
Mathematics & Optimization
(1)
Keywords
hand pose estimation
(3)
consensus maximization
(2)
depth map
(2)
generative adversarial network
(2)
structure from motion
(2)
camera calibration
(2)
multi-task learning
(2)
task conditioning
(2)
convex optimization
(1)
3d vision
(1)
path planning
(1)
semantic segmentation
(1)
image synthesis
(1)
visual localization
(1)
self-supervised learning
(1)
context modeling
(1)
motion estimation
(1)
convex relaxation
(1)
parameter efficient
(1)
image retrieval
(1)
Papers
Spatially Multi-Conditional Image Generation
WACV 2023
Coarse-To-Fine Feature Mining for Video Semantic Segmentation
CVPR 2022
CompositeTasking: Understanding Images by Spatial Composition of Tasks
CVPR 2021
Task Switching Network for Multi-Task Learning
ICCV 2021
Dual Grid Net: Hand Mesh Vertex Regression from Single Depth Maps
ECCV 2020
Convex Relaxations for Consensus and Non-Minimal Problems in 3D Vision
ICCV 2019
Mapping, Localization and Path Planning for Image-Based Navigation Using Visual Features and Map
CVPR 2019
Self-Supervised 3D Hand Pose Estimation Through Training by Fitting
CVPR 2019
Unsupervised Learning of Consensus Maximization for 3D Vision Problems
CVPR 2019
What Correspondences Reveal About Unknown Camera and Motion Models?
CVPR 2019
Dense 3D Regression for Hand Pose Estimation
CVPR 2018
Incremental Non-Rigid Structure-from-Motion with Unknown Focal Length
ECCV 2018
Model-free Consensus Maximization for Non-Rigid Shapes
ECCV 2018
Crossing Nets: Combining GANs and VAEs With a Shared Latent Space for Hand Pose Estimation
CVPR 2017
Deep Learning on Lie Groups for Skeleton-Based Action Recognition
CVPR 2017