Matheus Pereira

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Variational Inference

Semantic Representations

Collective Knowledge

Top Venues

Publications

Oleksiy Ostapenko, Zhan Su, Edoardo Maria Ponti, Laurent Charlin, Nicolas Le Roux, Matheus Pereira, Lucas Caccia, Alessandro Sordoni
Towards Modular LLMs by Building and Reusing a Library of LoRAs. CoRR (2024)
Lucas Page-Caccia, Edoardo Maria Ponti, Zhan Su, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
Multi-Head Adapter Routing for Cross-Task Generalization. NeurIPS (2023)
Alessandro Sordoni, Eric Yuan, Marc-Alexandre Côté, Matheus Pereira, Adam Trischler, Ziang Xiao, Arian Hosseini, Friederike Niedtner, Nicolas Le Roux
Joint Prompt Optimization of Stacked LLMs using Variational Inference. NeurIPS (2023)
Alessandro Sordoni, Xingdi Yuan, Marc-Alexandre Côté, Matheus Pereira, Adam Trischler, Ziang Xiao, Arian Hosseini, Friederike Niedtner, Nicolas Le Roux
Deep Language Networks: Joint Prompt Training of Stacked LLMs using Variational Inference. CoRR (2023)
Lucas Caccia, Edoardo Maria Ponti, Lucas Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
Multi-Head Adapter Routing for Data-Efficient Fine-Tuning. CoRR (2022)
Matheus Pereira, Rosa Maria Vicari, João Luis Tavares da Silva
Semantic Representation for Collaboration Trajectories in Communities of Practice. IBERAMIA (2018)
Matheus Pereira, Rosa Maria Vicari, João Luis Tavares da Silva
Semantic Collaboration Trajectories in Communities of Practice. ITS (2018)