Seitzer, Maximilian

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

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

ICLR 2024 DyST: Towards Dynamic Neural Scene Representations on Real-World Videos Maximilian Seitzer, Sjoerd van Steenkiste, Thomas Kipf, Klaus Greff, Mehdi S. M. Sajjadi

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 2022 On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks Maximilian Seitzer, Arash Tavakoli, Dimitrije Antic, Georg Martius

NeurIPS 2021 Causal Influence Detection for Improving Efficiency in Reinforcement Learning Maximilian Seitzer, Bernhard Schölkopf, Georg Martius

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