Selected publications

For a full list of my publications, please see my Google Scholar profile

Disentanglement of correlated factors via hausdorff factorized support

Karsten Roth, Mark Ibrahim, Zeynep Akata, Pascal Vincent*,Diane Bouchacourt*
> paper

PUG: Photorealistic and semantically controllable synthetic data for representation learning

Florian Bordes, Shashank Shekhar, Mark Ibrahim, Diane Bouchacourt, Pascal Vincent, Ari S Morcos
> paper + website

Does progress on object recognition benchmarks improve real-world generalization?

Megan Richards, Polina Kirichenko, Diane Bouchacourt*, Mark Ibrahim*
> paper

The robustness limits of sota vision models to natural variation

Mark Ibrahim, Quentin Garrido, Ari Morcos*, Diane Bouchacourt*
> paper

Grounding inductive biases in natural images: invariance stems from variations in data

Diane Bouchacourt*, Mark Ibrahim*, Ari S. Morcos
> paper + code

Talks

MILA Tea Talk on Learning structured representation for generalization under distribution shifts.

Community

Among other reviewer commitment, I been Area Chairs NeurIPS 2022 and was elected among top-10% reviewers at AISTATS 2022