Julian Lienen
6 papers · 2021–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12)
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Trend Setter
Conferences
AAAI (2)
ACML (1)
CVPR (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
superset learning
(3)
monocular depth estimation
(2)
self-supervised learning
(1)
label smoothing
(1)
label noise
(1)
probability distribution
(1)
listwise ranking
(1)
plackett-luce model
(1)
credal set
(1)
consistency regularization
(1)
cross-entropy loss
(1)
regression model
(1)
confidence threshold
(1)
zero-shot setting
(1)
memorization effect
(1)
metric depth
(1)
target information
(1)
label relaxation
(1)
loss regularization
(1)
upper probability distribution
(1)
Papers
Mitigating Label Noise through Data Ambiguation
AAAI 2024
Memorization-Dilation: Modeling Neural Collapse Under Noise
ICLR 2023
Credal Self-Supervised Learning
NIPS 2021
From Label Smoothing to Label Relaxation
AAAI 2021
Robust Regression for Monocular Depth Estimation
ACML 2021
Monocular Depth Estimation via Listwise Ranking Using the Plackett-Luce Model
CVPR 2021