Andrii Zadaianchuk

22 papers A* 10Misc 1Journal 11
YearRankTypeTitle / Venue / Authors
2025 A* conf
CTRL-O: Language-Controllable Object-Centric Visual Representation Learning.
CVPR
Aniket Didolkar, Andrii Zadaianchuk, Rabiul Awal, Maximilian Seitzer, Efstratios Gavves, Aishwarya Agrawal
2025 J jnl
CTRL-O: Language-Controllable Object-Centric Visual Representation Learning.
CoRR
Aniket Didolkar, Andrii Zadaianchuk, Rabiul Awal, Maximilian Seitzer, Efstratios Gavves, Aishwarya Agrawal
2025 A* conf
Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination.
ICLR
Leonardo Barcellona, Andrii Zadaianchuk, Davide Allegro, Samuele Papa, Stefano Ghidoni, Efstratios Gavves
2025 J jnl
Morpheus: Benchmarking Physical Reasoning of Video Generative Models with Real Physical Experiments.
CoRR
Chenyu Zhang, Daniil Cherniavskii, Andrii Zadaianchuk, Antonios Tragoudaras, Antonios Vozikis, Thijmen Nijdam, Derck W. E. Prinzhorn, Mark Bodracska, Nicu Sebe, Efstratios Gavves
2025 A* conf
On the Transfer of Object-Centric Representation Learning.
ICLR
Aniket Rajiv Didolkar, Andrii Zadaianchuk, Anirudh Goyal, Michael Curtis Mozer, Yoshua Bengio, Georg Martius, Maximilian Seitzer
2025 A* conf
SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models.
ICML
Cansu Sancaktar, Christian Gumbsch, Andrii Zadaianchuk, Pavel Kolev, Georg Martius
2025 J jnl
SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models.
CoRR
Cansu Sancaktar, Christian Gumbsch, Andrii Zadaianchuk, Pavel Kolev, Georg Martius
2025 A* conf
Temporally Consistent Object-Centric Learning by Contrasting Slots.
CVPR
Anna Manasyan, Maximilian Seitzer, Filip Radovic, Georg Martius, Andrii Zadaianchuk
2024 J jnl
Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination.
CoRR
Leonardo Barcellona, Andrii Zadaianchuk, Davide Allegro, Samuele Papa, Stefano Ghidoni, Efstratios Gavves
2024 J jnl
Temporally Consistent Object-Centric Learning by Contrasting Slots.
CoRR
Anna Manasyan, Maximilian Seitzer, Filip Radovic, Georg Martius, Andrii Zadaianchuk
2024 J jnl
Zero-Shot Object-Centric Representation Learning.
CoRR
Aniket Didolkar, Andrii Zadaianchuk, Anirudh Goyal, Michael C. Mozer, Yoshua Bengio, Georg Martius, Maximilian Seitzer
2023 A* conf
Bridging the Gap to Real-World Object-Centric Learning.
ICLR
Maximilian Seitzer, Max Horn, Andrii Zadaianchuk, Dominik Zietlow, Tianjun Xiao, Carl-Johann Simon-Gabriel, Tong He, Zheng Zhang, Bernhard Schölkopf, Thomas Brox, Francesco Locatello
2023 A* conf
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities.
NeurIPS
Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius
2023 J jnl
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities.
CoRR
Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius
2023 A* conf
Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations.
ICLR
Andrii Zadaianchuk, Matthäus Kleindessner, Yi Zhu, Francesco Locatello, Thomas Brox
2022 J jnl
Bridging the Gap to Real-World Object-Centric Learning.
CoRR
Maximilian Seitzer, Max Horn, Andrii Zadaianchuk, Dominik Zietlow, Tianjun Xiao, Carl-Johann Simon-Gabriel, Tong He, Zheng Zhang, Bernhard Schölkopf, Thomas Brox, Francesco Locatello
2022 J jnl
Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations.
CoRR
Andrii Zadaianchuk, Matthäus Kleindessner, Yi Zhu, Francesco Locatello, Thomas Brox
2021 Misc conf
Self-supervised Reinforcement Learning with Independently Controllable Subgoals.
CoRL
Andrii Zadaianchuk, Georg Martius, Fanny Yang
2021 J jnl
Self-supervised Reinforcement Learning with Independently Controllable Subgoals.
CoRR
Andrii Zadaianchuk, Georg Martius, Fanny Yang
2021 A* conf
Self-supervised Visual Reinforcement Learning with Object-centric Representations.
ICLR
Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius
2020 A* conf
A Real-Robot Dataset for Assessing Transferability of Learned Dynamics Models.
ICRA
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
2020 J jnl
Self-supervised Visual Reinforcement Learning with Object-centric Representations.
CoRR
Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius