Cristian Meo

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Cooperative Multi Agent Systems

Scoring Metrics

Intelligent Agents

Top Venues

IEEE Trans. Cogn. Dev. Syst.

Publications

Cristian Meo, Louis Mahon, Anirudh Goyal, Justin Dauwels
αTC-VAE: On the relationship between Disentanglement and Diversity. ICLR (2024)
Cristian Meo, Ankush Roy, Mircea Lica, Junzhe Yin, Zeineb Bou Che, Yanbo Wang, Ruben Imhoff, Remko Uijlenhoet, Justin Dauwels
Extreme Precipitation Nowcasting using Transformer-based Generative Models. CoRR (2024)
Cristian Meo, Ksenia Sycheva, Anirudh Goyal, Justin Dauwels
Bayesian-LoRA: LoRA based Parameter Efficient Fine-Tuning using Optimal Quantization levels and Rank Values trough Differentiable Bayesian Gates. CoRR (2024)
Junzhe Yin, Cristian Meo, Ankush Roy, Zeineh Bou Cher, Yanbo Wang, Ruben Imhoff, Remko Uijlenhoet, Justin Dauwels
Precipitation Nowcasting Using Physics Informed Discriminator Generative Models. CoRR (2024)
Cristian Meo, Anirudh Goyal, Justin Dauwels
TC-VAE: Uncovering Out-of-Distribution Data Generative Factors. CoRR (2023)
Haoran Bi, Maksym Kyryliuk, Zhiyi Wang, Cristian Meo, Yanbo Wang, Ruben Imhoff, Remko Uijlenhoet, Justin Dauwels
Nowcasting of Extreme Precipitation Using Deep Generative Models. ICASSP (2023)
Hang Chen, Yuchuan Jang, Weijie Zhou, Cristian Meo, Ziwei Chen, Dianbo Liu
Discrete Messages Improve Communication Efficiency among Isolated Intelligent Agents. CoRR (2023)
Cristian Meo, Giovanni Franzese, Corrado Pezzato, Max Spahn, Pablo Lanillos
Adaptation Through Prediction: Multisensory Active Inference Torque Control. IEEE Trans. Cogn. Dev. Syst. 15 (1) (2023)
Dianbo Liu, Vedant Shah, Oussama Boussif, Cristian Meo, Anirudh Goyal, Tianmin Shu, Michael Curtis Mozer, Nicolas Heess, Yoshua Bengio
Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning. ICLR (2023)
Dianbo Liu, Vedant Shah, Oussama Boussif, Cristian Meo, Anirudh Goyal, Tianmin Shu, Michael Mozer, Nicolas Heess, Yoshua Bengio
Stateful active facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning. CoRR (2022)
Dianbo Liu, Vedant Shah, Oussama Boussif, Cristian Meo, Anirudh Goyal, Tianmin Shu, Michael Mozer, Nicolas Heess, Yoshua Bengio
Coordinating Policies Among Multiple Agents via an Intelligent Communication Channel. CoRR (2022)
Pablo Lanillos, Cristian Meo, Corrado Pezzato, Ajith Anil Meera, Mohamed Baioumy, Wataru Ohata, Alexander Tschantz, Beren Millidge, Martijn Wisse, Christopher L. Buckley, Jun Tani
Active Inference in Robotics and Artificial Agents: Survey and Challenges. CoRR (2021)
Cristian Meo, Pablo Lanillos
Multimodal VAE Active Inference Controller. CoRR (2021)
Cristian Meo, Giovanni Franzese, Corrado Pezzato, Max Spahn, Pablo Lanillos
Adaptation through prediction: multisensory active inference torque control. CoRR (2021)
Cristian Meo, Pablo Lanillos
Multimodal VAE Active Inference Controller. IROS (2021)