ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results. - Nina Miolane; Matteo Caorsi; Umberto Lupo; Marius Guerard; Nicolas Guigui; Johan Mathe; Yann Cabanes; Wojciech Reise; Thomas Davies 001; António Leitão; Somesh Mohapatra; Saiteja Utpala; et al. (CoRR, 2021)

Learning Diverse Features in Vision Transformers for Improved Generalization. - Armand Mihai Nicolicioiu; Andrei Liviu Nicolicioiu; Bogdan Alexe; Damien Teney (CoRR, 2023)

Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks. - Luca Scimeca; Alexander Rubinstein 002; Armand Mihai Nicolicioiu; Damien Teney; Yoshua Bengio (CoRR, 2023)

Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models. - Luca Scimeca; Alexander Rubinstein 002; Damien Teney; Seong Joon Oh; Armand Mihai Nicolicioiu; Yoshua Bengio (CoRR, 2023)

Neural Redshift: Random Networks are not Random Functions. - Damien Teney; Armand Mihai Nicolicioiu; Valentin Hartmann; Ehsan Abbasnejad (CVPR, 2024)

Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning. - Armand Nicolicioiu; Eugenia Iofinova; Eldar Kurtic; Mahdi Nikdan; Andrei Panferov; Ilia Markov; Nir Shavit; Dan Alistarh (CoRR, 2024)