Pedrini, Helio

1. On the Effect of Pruning on Adversarial Robustness
   2021/08/10 by Jordao, Artur, Pedrini, Helio · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Lite Training Strategies for Portuguese-English and English-Portuguese\n Translation
   2020/08/20 by Alexandre Lopes, Lopes, Alexandre, Rodrigo Nogueira +5 · 3 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
3. Adaptive Multiplane Image Generation from a Single Internet Picture
   2020/11/26 by Luvizon, Diogo C., Carvalho, Gustavo Sutter P., Santos, Andreza A. dos +7 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages
   2023/10/20 by Gabriel Oliveira dos Santos, Santos, Gabriel Oliveira dos, Diego A. B. Moreira +21 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
5. FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models
   2024/09/28 by Diego A. B. Moreira, Alef Iury Siqueira Ferreira, Moreira, Diego A. B. +21 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
6. SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering
   2023/10/03 by Souza, Bruno, Aasan, Marius, Pedrini, Helio +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features
   2024/07/03 by Silva, Thalles, Pedrini, Helio, Rivera, Adín Ramírez · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. When Layers Play the Lottery, all Tickets Win at Initialization
   2023/01/25 by Artur Jordão, Jordao, Artur, George Corrêa de Araújo +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)