Bernhard Sick
4 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Keywords
active learning
(2)
image classification
(1)
self-supervised learning
(1)
multi-label classification
(1)
trajectory prediction
(1)
object tracking
(1)
deep learning
(1)
covariate shift
(1)
audio classification
(1)
multi-annotator learning
(1)
ensemble method
(1)
benchmark dataset
(1)
noisy annotation
(1)
dataset benchmark
(1)
crowdsourced label
(1)
human annotation
(1)
doppler radar
(1)
occluded object
(1)
progressive filtering
(1)
animal classification
(1)
Papers
Cleaning the Pool: Progressive Filtering of Unlabeled Pools in Deep Active Learning
CVPR 2026
BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
ICLR 2025
dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans
NeurIPS 2024
Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar
CVPR 2020