Alexandre Araujo

1. Diffusion-Based Adversarial Sample Generation for Improved Stealthiness and Controllability
   2023/05/25 by Haotian Xue, Alexandre Araujo, Xue, Haotian +5 · 10 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis
2. R-LPIPS: An Adversarially Robust Perceptual Similarity Metric
   2023/07/27 by Sara Ghazanfari, Siddharth Garg, Ghazanfari, Sara +7 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
3. EMMA: Efficient Visual Alignment in Multi-Modal LLMs
   2024/10/02 by Sara Ghazanfari, Ghazanfari, Sara, Alexandre Araujo +7 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques
4. Theoretical evidence for adversarial robustness through randomization
   2019/02/04 by Rafaël Pinot, Pinot, Rafael, Laurent Meunier +11 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
5. Towards Real-World Focus Stacking with Deep Learning
   2023/11/29 by Alexandre Araujo, Jean Ponce, Araujo, Alexandre +3 · 2 citations
   Engineering · Computer Science · #Image Processing Techniques and Applications #Advanced Image Processing Techniques #Advanced Vision and Imaging