Fountas, Zafeirios

7 publications

ICLRW 2025 Hierarchical Episodic Memory in LLMs via Multi-Scale Event Organization Martin Benfeghoul, Haitham Bou Ammar, Jun Wang, Zafeirios Fountas

ICLR 2025 Human-Inspired Episodic Memory for Infinite Context LLMs Zafeirios Fountas, Martin Benfeghoul, Adnan Oomerjee, Fenia Christopoulou, Gerasimos Lampouras, Haitham Bou Ammar, Jun Wang

ICML 2024 Sample as You Infer: Predictive Coding with Langevin Dynamics Umais Zahid, Qinghai Guo, Zafeirios Fountas

ICLR 2022 Variational Predictive Routing with Nested Subjective Timescales Alexey Zakharov, Qinghai Guo, Zafeirios Fountas

ICMLW 2021 Episodic Memory for Subjective-Timescale Models Alexey Zakharov, Matthew Crosby, Zafeirios Fountas

ICMLW 2021 Exploration and Preference Satisfaction Trade-Off in Reward-Free Learning Noor Sajid, Panagiotis Tigas, Alexey Zakharov, Zafeirios Fountas, Karl Friston

NeurIPS 2020 Deep Active Inference Agents Using Monte-Carlo Methods Zafeirios Fountas, Noor Sajid, Pedro Mediano, Karl Friston