I am Adrián Rodríguez-Muñoz, a 2nd year grad student at MIT EECS under the supervision of Prof. Antonio Torralba. Currently my research focuses on synthetic data and adversarial robustness in Computer Vision.

I studied Mathematics and Data Science and Engineering at CFIS-UPC until 2022. During my undergrad, I did internships at the Barcelona Supercomputing Center, the biotech company ZeClinics, and the finance firms Aspect Capital (London) and Susquehanna International Group (Dublin).

Click here for my CV.

Publications

[ECCV 2024] Characterizing Model Robustness with Natural Input Gradients

Adrián Rodríguez-Muñoz, Tongzhou Wang, Antonio Torralba

[paper] [webpage] [code]

[CVPR 2024 - Highlight] A Vision Check-up for Language Models

Pratyusha Sharma*, Tamar Rott Shaham*, Manel Baradad, Stephanie Fu, Adrián Rodríguez-Muñoz, Shivam Duggal, Phillip Isola, Antonio Torralba

[paper] [webpage]

Aliasing is a Driver of Adversarial Attacks

Adrián Rodríguez-Muñoz, Antonio Torralba

[paper] [webpage] [code]