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Cristian Meo
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2020 – today
- 2024
- [c5]Junzhe Yin, Cristian Meo, Ankush Roy, Zeineh Bou Cher, Mircea Lica, Yanbo Wang, Ruben Imhoff, Remko Uijlenhoet, Justin Dauwels:
Precipitation Nowcasting Using Physics Informed Discriminator Generative Models. EUSIPCO 2024: 967-971 - [c4]Cristian Meo, Louis Mahon, Anirudh Goyal, Justin Dauwels:
αTC-VAE: On the relationship between Disentanglement and Diversity. ICLR 2024 - [i12]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 abs/2403.03929 (2024) - [i11]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 abs/2406.10108 (2024) - [i10]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 abs/2406.13046 (2024) - [i9]Cristian Meo, Mircea Lica, Zarif Ikram, Akihiro Nakano, Vedant Shah, Aniket Rajiv Didolkar, Dianbo Liu, Anirudh Goyal, Justin Dauwels:
Masked Generative Priors Improve World Models Sequence Modelling Capabilities. CoRR abs/2410.07836 (2024) - [i8]Cristian Meo, Akihiro Nakano, Mircea Lica, Aniket Didolkar, Masahiro Suzuki, Anirudh Goyal, Mengmi Zhang, Justin Dauwels, Yutaka Matsuo, Yoshua Bengio:
Object-Centric Temporal Consistency via Conditional Autoregressive Inductive Biases. CoRR abs/2410.15728 (2024) - [i7]Cristian Meo, Louis Mahon, Anirudh Goyal, Justin Dauwels:
α-TCVAE: On the relationship between Disentanglement and Diversity. CoRR abs/2411.00588 (2024) - 2023
- [j1]Cristian Meo
, Giovanni Franzese
Adaptation Through Prediction: Multisensory Active Inference Torque Control. IEEE Trans. Cogn. Dev. Syst. 15(1): 32-41 (2023) - [c3]Haoran Bi, Maksym Kyryliuk, Zhiyi Wang, Cristian Meo, Yanbo Wang, Ruben Imhoff, Remko Uijlenhoet
Nowcasting of Extreme Precipitation Using Deep Generative Models. ICASSP 2023: 1-5 - [c2]Dianbo Liu, Vedant Shah, Oussama Boussif
Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning. ICLR 2023 - [i6]Hang Chen, Yuchuan Jang, Weijie Zhou, Cristian Meo, Ziwei Chen, Dianbo Liu:
Discrete Messages Improve Communication Efficiency among Isolated Intelligent Agents. CoRR abs/2312.15985 (2023) - 2022
- [i5]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 abs/2205.10607 (2022) - [i4]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 abs/2210.03022 (2022) - 2021
- [c1]Cristian Meo, Pablo Lanillos
Multimodal VAE Active Inference Controller. IROS 2021: 2693-2699 - [i3]Cristian Meo, Pablo Lanillos:
Multimodal VAE Active Inference Controller. CoRR abs/2103.04412 (2021) - [i2]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 abs/2112.01871 (2021) - [i1]Cristian Meo, Giovanni Franzese, Corrado Pezzato, Max Spahn, Pablo Lanillos:
Adaptation through prediction: multisensory active inference torque control. CoRR abs/2112.06752 (2021)
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