Rafal Mantiuk

4 papers · 2017–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird ❓ The Questioner

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Venues

NeurIPS (2) CVPR (1) ECCV (1)

Top co-authors

Nanyang Ye (1) Junle Wang (1) Suiyi Ling (1) Jing Li (1) Fei Yin (1) Patrick Le Callet (1) Yancheng Cai (1) A. Cengiz Oztireli (1) Zhanxing Zhu (1) Fangcheng Zhong (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Bayesian & Probabilistic · Machine Learning (2) Learning Types (2) Deep Learning (1) Bayesian & Probabilistic · Artificial Intelligence (1) Core AI (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

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 NeurIPS 2018 Langevin Dynamics with Continuous Tempering for Training Deep Neural Networks NeurIPS 2017