Zadaianchuk, Andrii

13 publications

CVPR 2025 CTRL-O: Language-Controllable Object-Centric Visual Representation Learning Aniket Didolkar, Andrii Zadaianchuk, Rabiul Awal, Maximilian Seitzer, Efstratios Gavves, Aishwarya Agrawal

ICLR 2025 Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination Leonardo Barcellona, Andrii Zadaianchuk, Davide Allegro, Samuele Papa, Stefano Ghidoni, Efstratios Gavves

ICLR 2025 On the Transfer of Object-Centric Representation Learning Aniket Rajiv Didolkar, Andrii Zadaianchuk, Anirudh Goyal, Michael Curtis Mozer, Yoshua Bengio, Georg Martius, Maximilian Seitzer

ICML 2025 SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models Cansu Sancaktar, Christian Gumbsch, Andrii Zadaianchuk, Pavel Kolev, Georg Martius

CVPR 2025 Temporally Consistent Object-Centric Learning by Contrasting Slots Anna Manasyan, Maximilian Seitzer, Filip Radovic, Georg Martius, Andrii Zadaianchuk

NeurIPSW 2024 CTRL-O: Language-Controllable Object-Centric Visual Representation Learning Aniket Rajiv Didolkar, Andrii Zadaianchuk, Rabiul Awal, Maximilian Seitzer, Efstratios Gavves, Aishwarya Agrawal

NeurIPSW 2024 SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models Cansu Sancaktar, Christian Gumbsch, Andrii Zadaianchuk, Pavel Kolev, Georg Martius

ICMLW 2024 STREAM: Embodied Reasoning Through Code Generation Daniil Cherniavskii, Phillip Lippe, Andrii Zadaianchuk, Efstratios Gavves

ICLR 2023 Bridging the Gap to Real-World Object-Centric Learning Maximilian Seitzer, Max Horn, Andrii Zadaianchuk, Dominik Zietlow, Tianjun Xiao, Carl-Johann Simon-Gabriel, Tong He, Zheng Zhang, Bernhard Schölkopf, Thomas Brox, Francesco Locatello

NeurIPS 2023 Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius

ICLR 2023 Unsupervised Semantic Segmentation with Self-Supervised Object-Centric Representations Andrii Zadaianchuk, Matthaeus Kleindessner, Yi Zhu, Francesco Locatello, Thomas Brox

CoRL 2021 Self-Supervised Reinforcement Learning with Independently Controllable Subgoals Andrii Zadaianchuk, Georg Martius, Fanny Yang

ICLR 2021 Self-Supervised Visual Reinforcement Learning with Object-Centric Representations Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius