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I am doing postdoctoral studies. My scientific interest lies in understanding the underlying mechanisms of intelligence. My research is currently focused on learning complex behaviors with neural networks. I am working on novel architectures, learning approaches, theoritical frameworks and explainability methods. I always release my code. I also like to read about neuroscience. I am looking for new collaborators!

CV

Publications

Overcoming Statistical Shortcuts for Open-ended Visual Counting

C. Dancette*, R. Cadene*, X. Chen, M. Cord

Arxiv (2020)

Arxiv

@inproceedings{dancette2020counting,
author = {Dancette, Corentin and Cadene, Remi and Chen, Xinlei and Cord, Matthieu},
title = {Overcoming Statistical Shortcuts for Open-ended Visual Counting},
booktitle = {Arxiv},
year = {2020},
url = {https://arxiv.org/abs/2006.10079}
}
Image

RUBi: Reducing Unimodal Biases for Visual Question Answering

R. Cadene*, C. Dancette*, H. Ben-Younes, M. Cord, D. Parikh

NeurIPS (2019)

Arxiv Code

@inproceedings{cadene2019rubi,
author = {Cadene, Remi and Dancette, Corentin and Ben-Younes, Hedi and Cord, Matthieu and Parikh, Devi},
title = {{RUB}i: {R}educing {U}nimodal {B}iases for {V}isual {Q}uestion {A}nswering},
booktitle = {Advances in Neural Information Processing Systems 32},
year = {2019},
url = {https://arxiv.org/abs/1906.10169}
}
Image

MUREL: Multimodal Relational Reasoning for Visual Question Answering

R. Cadene*, H. Ben-Younes*, N. Thome, M. Cord

CVPR (2019)

Arxiv Code

@inproceedings{cadene2019murel,
author = {Cadene, Remi and Ben-Younes, Hedi and Thome, Nicolas and Cord, Matthieu},
title = {MUREL: {M}ultimodal {R}elational {R}easoning for {V}isual {Q}uestion {A}nswering},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition {CVPR}},
year = {2019},
url = {https://arxiv.org/abs/1902.09487}
}
Image

BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection

H. Ben-Younes, R. Cadene, N. Thome, M. Cord

AAAI (2019)

Arxiv Poster Code

@inproceedings{benyounes2019block,
author = {Ben-Younes, Hedi and Cadene, Remi and Thome, Nicolas and Cord, Matthieu},
title = {BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection},
booktitle = {Proceedings of the 33st Conference on Artificial Intelligence (AAAI)},
year = {2019},
url = {https://arxiv.org/abs/1902.00038}
}
Image

Bootstrap.pytorch, a high-level framework for accelerating research

R. Cadene, M. Carvalho, H. Ben-Younes, T. Robert, M. Cord

Pytorch (2018)

Poster Code

Benchmark Analysis of Representative Deep Neural Network Architectures

S. Bianco, R. Cadene, L. Celona, P. Napoletano

IEEE Access (2018)

Arxiv Code

@article{bianco2018dnnsbench,
author = {Bianco, Simone and Cadene, Remi and Celona, Luigi and Napoletano, Paolo},
year = {2018},
title = {Benchmark Analysis of Representative Deep Neural Network Architectures},
journal = {IEEE Access},
volume = {6},
pages = {64270-64277},
doi = {10.1109/ACCESS.2018.2877890},
ISSN = {2169-3536},
}
Image

VQA Challenge Workshop: Bilinear Superdiagonal Fusion

H. Ben-Younes, R. Cadene, N. Thome, M. Cord

VQA Workshop (CVPR) (2018)

Code

Cross-modal retrieval in the cooking context: Learning semantic text-image embeddings

M. Carvalho*, R. Cadene* D. Picard, L. Soulier, N. Thome, M. Cord

SIGIR (2018)

Arxiv Code

@inproceedings{carvalho2018adamine,
author = {Carvalho, Micael and Cadene, Remi and Picard, David and Soulier, Laure and Thome, Nicolas and Cord, Matthieu},
title = {Cross-modal retrieval in the cooking context: {L}earning semantic text-image embeddings},
booktitle = {The ACM Conference on Research and Development in Information Retrieval (SIGIR)},
year = {2018},
url = {https://arxiv.org/abs/1804.11146}
}
Image

Images & Recipes: Retrieval in the cooking context

M. Carvalho*, R. Cadene*, D. Picard, L. Soulier, M. Cord

DECOR Workshop (ICDE) (2018)

Arxiv Slides Code

MUTAN: Multimodal Tucker Fusion for Visual Question Answering

H. Ben-Younes*, R. Cadene*, N. Thome, M. Cord

ICCV (2017)

Arxiv Slides Code

@inproceedings{benyounes2017mutan,
author = {Ben-younes, Hedi and Cadene, Remi and Cord, Matthieu and Thome, Nicolas},
title = {{MUTAN}: {M}ultimodal {T}ucker {F}usion for {V}isual {Q}uestion {A}nswering},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017},
url = {http://arxiv.org/abs/1705.06676}
}
Image

VQA Challenge Workshop: MUTAN 2.0

H. Ben-Younes*, R. Cadene*, N. Thome, M. Cord

VQA Workshop (CVPR) (2017)

Poster Code

Master's Thesis - Deep Learning for Visual Recognition

R. Cadene, N. Thome, M. Cord

(2016)

Arxiv Slides Code

@article{DBLP:journals/corr/CadeneTC16,
author = {R{\'{e}}mi Cad{\`{e}}ne and
Nicolas Thome and
Matthieu Cord},
title = {Master's Thesis : Deep Learning for Visual Recognition},
journal = {CoRR},
volume = {abs/1610.05567},
year = {2016},
url = {http://arxiv.org/abs/1610.05567},
timestamp = {Wed, 02 Nov 2016 09:51:26 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/CadeneTC16},
bibsource = {dblp computer science bibliography, http://dblp.org}
}

M2CAI Workflow Challenge: Convolutional Neural Networks for Video Frames Classification

R. Cadene, T. Robert, N. Thome, M. Cord

M2CAI Workshop (MICCAI) (2016)

Arxiv Poster Code

@article{DBLP:journals/corr/CadeneRTC16,
author = {R{\'{e}}mi Cad{\`{e}}ne and
Thomas Robert and
Nicolas Thome and
Matthieu Cord},
title = {{M2CAI} Workflow Challenge: Convolutional Neural Networks with Time
Smoothing and Hidden Markov Model for Video Frames Classification},
journal = {CoRR},
volume = {abs/1610.05541},
year = {2016},
url = {http://arxiv.org/abs/1610.05541},
timestamp = {Wed, 02 Nov 2016 09:51:26 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/CadeneRTC16},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
* equal contribution

Contact

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@remicadene
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