Publications

Myeongho Jeon, Jan Sobotka, Suhwan Choi, Maria Brbic (2025). Weak-to-Strong Generalization under Distribution Shifts. Conference on Neural Information Processing Systems (NeurIPS 2025).

Poster OpenReview

Jan Sobotka, Luca Baroni, Ján Antolík (2025). MEIcoder: Decoding Visual Stimuli from Neural Activity by Leveraging Most Exciting Inputs. Conference on Neural Information Processing Systems (NeurIPS 2025).

Jan Sobotka, Auke Ijspeert, Guillaume Bellegarda (2025). Reverse-Engineering Memory in DreamerV3: From Sparse Representations to Functional Circuits. Conference on Neural Information Processing Systems (NeurIPS 2025, Spotlight at Mechanistic Interpretability Workshop).

Mustafa O. Karabag, Jan Sobotka, Ufuk Topcu (2025). Do LLMs Strategically Reveal, Conceal, and Infer Information? A Theoretical and Empirical Analysis in The Chameleon Game. ArXiv.

Jan Sobotka, Petr Šimánek, Pavel Kordík (2024). Enhancing Fractional Gradient Descent with Learned Optimizers. ArXiv.

Jan Sobotka, Petr Šimánek, Daniel Vašata (2024). Investigation into the Training Dynamics of Learned Optimizers. 16th International Conference on Agents and Artificial Intelligence (ICAART 2024).

Jan Sobotka, Petr Šimánek (2024). Investigation into Training Dynamics of Learned Optimizers (Student Abstract). The 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24).