Silva, Bruno
- RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
2024/01/16 by Angels Balaguer, Angels de Luis Balaguer, Balaguer, Angels +33 · 2 voices · 17 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
2024/03/30 by Nick Mecklenburg, Yiyou Lin, Mecklenburg, Nick +20 · 18 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models
2023/10/10 by Bruno Silva, Leonardo Silva Nunes, Silva, Bruno +5 · 6 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- A Scalable Machine Learning System for Pre-Season Agriculture Yield\n Forecast
2018/06/24 by I.V.P. De Oliveira, Renato L. F. Cunha, Oliveira, Igor +6 · 1 citation
Agricultural and Biological Sciences · Environmental Science · #Applications (stat.AP) #Climate change impacts on agriculture #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing in Agriculture #Smart Agriculture and AI
- Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds
2021/07/01 by Cunha, Renato L. F., Real, Lucas V., Souza, Renan +2 · 1 citation
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- SurgT challenge: Benchmark of Soft-Tissue Trackers for Robotic Surgery
2023/02/06 by João Cartucho, Alistair Weld, Cartucho, Joao +48 · 1 citation
Computer Science · Engineering · Medicine · #Anatomy and Medical Technology #Augmented Reality Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Robotics (cs.RO) #Surgical Simulation and Training #electronic engineering #information engineering
- Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification
2023/10/02 by Eurico Almeida, Bruno Silva, Almeida, Eurico +3 · 1 citation
Computer Science · Engineering · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Vehicle License Plate Recognition
- Point Tracking in Surgery--The 2024 Surgical Tattoos in Infrared (STIR) Challenge
2025/03/31 by Schmidt, Adam, Karaoglu, Mert Asim, Sinha, Soham +37 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences