Jan Ernst
7 papers · 2017–2019 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(4)
Deep Learning
(3)
Machine Learning
(3)
Analysis
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Core AI · Artificial Intelligence
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Processing
(2)
Core AI · Computer Vision
(1)
Generation
(1)
Learning Paradigms
(1)
Models
(1)
Techniques
(1)
Keywords
visual explanation
(2)
semantic segmentation
(1)
metric learning
(1)
attention mechanism
(1)
weakly supervised learning
(1)
data augmentation
(1)
image synthesis
(1)
image editing
(1)
object localization
(1)
concept learning
(1)
descriptor learning
(1)
generative adversarial network
(1)
gradient backpropagation
(1)
counterfactual explanation
(1)
attention map
(1)
scene synthesis
(1)
simultaneous localization and mapping
(1)
autonomous navigation
(1)
keypoint detection
(1)
cyclic consistency
(1)
Papers
Counterfactual Visual Explanations
ICML 2019
Incremental Scene Synthesis
NeurIPS 2019
End-to-End Learning of Keypoint Detector and Descriptor for Pose Invariant 3D Matching
CVPR 2018
Learning Compositional Visual Concepts With Mutual Consistency
CVPR 2018
Tell Me Where to Look: Guided Attention Inference Network
CVPR 2018
Zero-Shot Deep Domain Adaptation
ECCV 2018
Weakly Supervised Summarization of Web Videos
ICCV 2017