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Giangiacomo Mercatali
First name(s): Giangiacomo
Last name(s): Mercatali

Publications of Giangiacomo Mercatali sorted by first author

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Learning Disentangled Representations for Natural Language Definitions, Danilo Carvalho, Giangiacomo Mercatali, Yingji Zhang and Andre Freitas, in: In Findings of the European chapter of Association for Computational Linguistics, 2023
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Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders, Giangiacomo Mercatali and Andre Freitas, in: The 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series, Giangiacomo Mercatali, Andre Freitas and Jie Chen, in: Thirty-Eighth Annual Conference on Neural Information Processing Systems, 2024
Symmetry-induced Disentanglement on Graphs, Giangiacomo Mercatali, Vikas Garg and Andre Freitas, in: Advances in Neural Information Processing Systems 35, 2022
Diffusion Twigs with Loop Guidance for Conditional Graph Generation, Giangiacomo Mercatali, Yogesh Verma, Andre Freitas and Vikas Garg, in: Thirty-Eighth Annual Conference on Neural Information Processing Systems, 2024