Seyed Mohsen Moosavi-Dezfooli

Assistant Professor

Department of Electrical and Electronic Engineering

Imperial College London

Room 1003

Exhibition Road

London SW7 2AZ, UK

I am an Assistant Professor (or UK “Lecturer”) at Imperial College London in the Department of Electrical and Electronic Engineering.

Before joining Imperial College, I was a postdoctoral researcher in the Institute for Machine Learning at the ETH Zurich. I received my PhD in Computer and Communication Sciences under the supervision of Pascal Frossard at the École Polytechnique Fédérale de Lausanne (EPFL), Switzerland in November 2019. My PhD research focused on the analysis of the robustness of classifiers and its connection with the geometry of deep neural networks. I was also fortunate to intern for the Apple AI Research in 2017, working on autonomous technologies.

I got my M.Sc. degree in Communication Systems from the EPFL, in 2014, and my B.Sc. in Electrical Engineering from Tehran Polytechnic, Iran, in 2012.

News

Aug 2022 I gave an invited talk on various aspects of robustness and generalization at Apple MLR/MI.
Jul 2022 I attended Dagstuhl Seminar on Security of Machine Learning. That was amazing!
Jun 2022 Our work on data augmentationt for common corruptions, PRIME, got accepted at ECCV 2022!
Mar 2022 My joint work with EPFL’s VITA lab on robustness of vehicle trajectory prediction models is accepted at CVPR 2022.
Jan 2022 Our adversarial training method, HAT, is going to appear at ICLR 2022!

Selected Publications

  1. Rahul Rade, and Seyed-Mohsen Moosavi-Dezfooli
    In International Conference on Learning Representations 2022
  2. Gregor Bachmann, Seyed-Mohsen Moosavi-Dezfooli, and Thomas Hofmann
    In International Conference on Machine Learning 2021
  3. Guillermo Ortiz-Jimenez, Apostolos Modas, Seyed-Mohsen Moosavi-Dezfooli, and Pascal Frossard
    In Advances in Neural Information Processing Systems 2020
  4. Ali Rahmati, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard, and Huaiyu Dai
    In IEEE Conference on Computer Vision and Pattern Recognition 2020
  5. Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Jonathan Uesato, and Pascal Frossard
    In IEEE Conference on Computer Vision and Pattern Recognition 2019
  6. Can Kanbak, Seyed-Mohsen Moosavi-Dezfooli, and Pascal Frossard
    In IEEE Conference on Computer Vision and Pattern Recognition 2018