Rafal Mantiuk
4 papers · 2017–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Cross-Pollinator (15) π Academic Marathon (8) π Interdisciplinary Bridge π Conference Polyglot (3)
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
π
Trend Setter
β
The Questioner
Conferences
NIPS (2)
CVPR (1)
ECCV (1)
Top co-authors
Keywords
stochastic optimization
(1)
active learning
(1)
langevin dynamics
(1)
neural network training
(1)
computer vision
(1)
self-supervised learning
(1)
bayesian sampling
(1)
bayesian optimization
(1)
human visual system
(1)
bradley-terry model
(1)
foundation model
(1)
pairwise preference
(1)
active sampling
(1)
contrast detection
(1)
expected information gain
(1)
pairwise preference aggregation
(1)
continuous tempering
(1)
Papers
Do Computer Vision Foundation Models Learn the Low-level Characteristics of the Human Visual System?
CVPR 2025
Hypernetworks for Generalizable BRDF Representation
ECCV 2024
Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation
NIPS 2018
Langevin Dynamics with Continuous Tempering for Training Deep Neural Networks
NIPS 2017