Mercatali, Giangiacomo

1. Disentangling Generative Factors in Natural Language with Discrete\n Variational Autoencoders
   2021/09/15 by Giangiacomo Mercatali, André Freitas, Mercatali, Giangiacomo +1 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Topic Modeling
2. Learning Disentangled Representations for Natural Language Definitions
   2022/09/22 by Carvalho, Danilo S., Mercatali, Giangiacomo, Zhang, Yingji +1 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series
   2024/10/17 by Giangiacomo Mercatali, André Freitas, Mercatali, Giangiacomo +3 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Statistical and Computational Modeling #Time Series Analysis and Forecasting
4. Diffusion Twigs with Loop Guidance for Conditional Graph Generation
   2024/10/31 by Giangiacomo Mercatali, Yogesh Kumar Verma, Mercatali, Giangiacomo +5 · 1 citation
   Computer Science · Engineering · #Advanced Materials and Mechanics #FOS: Computer and information sciences #Interactive and Immersive Displays #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence