Jan Hosang
8 papers · 2015–2023 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Bronze
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Topic Evolution
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The Questioner
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Computer Vision
(6)
Machine Learning
(6)
Analysis
(6)
Deep Learning
(3)
Architectures
(3)
Learning Types Β· Machine Learning
(3)
Core Methods
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Foundations
(1)
Learning Types Β· Deep Learning
(1)
Keywords
convolutional neural network
(3)
object detection
(2)
pedestrian detection
(2)
transfer learning
(1)
scene understanding
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
data augmentation
(1)
image reconstruction
(1)
instance segmentation
(1)
feature clustering
(1)
image registration
(1)
object discovery
(1)
outlier rejection
(1)
optical flow
(1)
correspondence matching
(1)
camera pose
(1)
camera pose estimation
(1)
semantic map
(1)
annotation noise
(1)
Papers
SNAP: Self-Supervised Neural Maps for Visual Positioning and Semantic Understanding
NeurIPS 2023
TUSK: Task-Agnostic Unsupervised Keypoints
NeurIPS 2022
COTR: Correspondence Transformer for Matching Across Images
ICCV 2021
Efficient Large Scale Inlier Voting for Geometric Vision Problems
ICCV 2021
Learning Non-Maximum Suppression
CVPR 2017
Simple Does It: Weakly Supervised Instance and Semantic Segmentation
CVPR 2017
How Far Are We From Solving Pedestrian Detection?
CVPR 2016
Taking a Deeper Look at Pedestrians
CVPR 2015