Andrii Zadaianchuk

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Reinforcement Learning

Top Venues

Publications

Maximilian Seitzer, Max Horn, Andrii Zadaianchuk, Dominik Zietlow, Tianjun Xiao, Carl-Johann Simon-Gabriel, Tong He, Zheng Zhang, Bernhard Schölkopf, Thomas Brox, Francesco Locatello
Bridging the Gap to Real-World Object-Centric Learning. ICLR (2023)
Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities. NeurIPS (2023)
Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities. CoRR (2023)
Andrii Zadaianchuk, Matthäus Kleindessner, Yi Zhu, Francesco Locatello, Thomas Brox
Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations. ICLR (2023)
Maximilian Seitzer, Max Horn, Andrii Zadaianchuk, Dominik Zietlow, Tianjun Xiao, Carl-Johann Simon-Gabriel, Tong He, Zheng Zhang, Bernhard Schölkopf, Thomas Brox, Francesco Locatello
Bridging the Gap to Real-World Object-Centric Learning. CoRR (2022)
Andrii Zadaianchuk, Matthäus Kleindessner, Yi Zhu, Francesco Locatello, Thomas Brox
Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations. CoRR (2022)
Andrii Zadaianchuk, Georg Martius, Fanny Yang
Self-supervised Reinforcement Learning with Independently Controllable Subgoals. CoRR (2021)
Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius
Self-supervised Visual Reinforcement Learning with Object-centric Representations. ICLR (2021)
Andrii Zadaianchuk, Georg Martius, Fanny Yang
Self-supervised Reinforcement Learning with Independently Controllable Subgoals. CoRL (2021)
Diego Agudelo-España, Andrii Zadaianchuk, Philippe Wenk, Aditya Garg, Joel Akpo, Felix Grimminger, Julian Viereck, Maximilien Naveau, Ludovic Righetti, Georg Martius, Andreas Krause, Bernhard Schölkopf, Stefan Bauer, Manuel Wüthrich
A Real-Robot Dataset for Assessing Transferability of Learned Dynamics Models. ICRA (2020)
Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius
Self-supervised Visual Reinforcement Learning with Object-centric Representations. CoRR (2020)