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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
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<meta name="author" content="Oriane Siméoni">
<title>Oriane Siméoni</title>
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<h1 style="padding-top: 5px"> Oriane Siméoni</h1>
<b>Research Scientist</b> at <a href="https://ai.meta.com/research/">Meta FAIR</a> <br>
Located in Paris, France
<br>
<div style="overflow: hidden;word-wrap: break-word; padding-top: 5px">
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<span style="font-size: 0.7rem; font-family: monospace; font-weight: bold; color:#474b4b">download <br> resume
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<br>
<div class="justify-content-md-center" style="background-color: #a0b3d38a; position: relative; padding-top:10px">
<h2 class="text-center text-lg text-uppercase">Short Bio<i class="fa fa-address-card"aria-hidden="true"></i></h2>
<div style="width: 80%; height: auto; margin: 0 auto; padding: 10px; position: relative;">
<p align="justify">Oriane Siméoni is a Research Scientist in the team DINO of <a href="https://ai.meta.com/research/">Meta FAIR</a> specializing in computer vision with a focus on methods that require no human-made annotation.
Previously, she spent over three years as part of the research team <a href="https://www.valeo.com/en/valeo-ai/">valeo.ai</a>, where she was already concentrating on vision solutions using little to no annotation.
She did her PhD at <a href="https://www.inria.fr/en/centre/rennes">Inria Rennes--Bretagne Atlantique</a> under the supervision of <a href="https://avrithis.net/">Yannis Avrithis </a> and <a href="https://scholar.google.com/citations?user=MbFGBKwAAAAJ&hl=en">Guillaume Gravier</a>.
During her PhD, she performed two internships at Twitter and Google and visited the <a href="https://www.cvut.cz/en">Visual Recognition Group (CVUT)</a>.
</p>
</div>
</div>
</div>
</div>
<!-- News -->
<div class="container" id="news">
<div class="row justify-content-md-center">
<div class="col-sm-9 justify-content-md-center bg-faded p-4 my-4">
<h2 class="text-center text-lg text-uppercase"> News<i class="fa fa-newspaper-o"aria-hidden="true"></i></h2>
<div class="centered-div">
<ul class="list-unstyled">
<!-- AC -->
<li class="news"><span class="badge badge-future badge-pill" >05/24</span>
I am for the first time Area Chair @<a href="https://eccv2024.ecva.net/">ECCV'24</a>.
</li>
<!-- SCaLR -->
<li class="news"><span class="badge badge-future badge-pill">02/24</span>
How to distill high-quality 3D representation from 2D self-sup. backbones? <a href="https://sites.google.com/site/puygilles/">Gilles Puy</a> will present <a href="https://github.com/valeoai/ScaLR">ScaLR</a> at CVPR'24. <a class="btn btn-primary" data-toggle="collapse" href="#cvpr2024"><small>>></small></a>
<div class="collapse" id="cvpr2024">
<div class="card card-body">
<ul style="list-style-type:square;">
<li style="font-size:12px"><i>Three Pillars improving Vision Foundation Model Distillation for Lidar</i>,
<br>G. Puy, S. Gidaris, A. Boulch, O. Siméoni, C. Sautier, P. Pérez, A. Bursuc, R. Marlet
<br> <i> CVPR 2024 </i>
<a class="btn btn-primary" href="https://arxiv.org/abs/2310.17504" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/valeoai/ScaLR" role="button">code</a>
</li>
</ul>
</div>
</div>
</li>
<!-- CLIP-DINOiser -->
<li class="news"><span class="badge badge-future badge-pill">12/23</span>
Our new work on efficient CLIP densification is out, check out <a href="https://wysoczanska.github.io/CLIP_DINOiser/">CLIP-DINOiser</a> !
</li>
<!-- NeurIPS -->
<li class="news"><span class="badge badge-future badge-pill">12/23</span>
<a href="https://vobecant.github.io/">Antonin Vobecký<a> is presenting <a href="https://vobecant.github.io/POP3D/"> POP-3D<a> @<a href="https://nips.cc/">NeurIPS'23</a>. <a class="btn btn-primary" data-toggle="collapse" href="#neurips2023"><small>>></small></a>
<div class="collapse" id="neurips2023">
<div class="card card-body">
<ul style="list-style-type:square;">
<li style="font-size:12px"><i>POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images</i>,
<br>A. Vobecký, O. Siméoni, D. Hurych, S. Gidaris, A. Bursuc, P. Perez and J. Sivic
<br> <i> NeurIPS 2023 </i>
<a class="btn btn-primary" href="https://openreview.net/pdf?id=eBXM62SqKY" role="button">paper</a>
<a class="btn btn-primary" href="https://vobecant.github.io/POP3D/" role="button">page</a>
<a class="btn btn-primary" href="https://github.com/vobecant/POP3D" role="button">code</a>
</li>
</ul>
</div>
</div>
</li>
<!-- Talk-->
<li class="news"><span class="badge badge-future badge-pill">12/23</span>
I had the honour to give a talk at <a href="https://cmp.felk.cvut.cz/colloquium/">46th PRCV Colloquium</a> about object localization <a href="material/simeoni_46thcolloquium_2023.pdf"><i class="fa fa-desktop" style="font-size: 1.2em; padding-left: 3px;" aria-hidden="true"></i></a>.
</li>
<!-- WACV -->
<li class="news"><span class="badge badge-danger badge-pill badge-all">10/23</span>
<a href="https://arxiv.org/abs/2309.14289">CLIP-DIY</a> is accepted at <a href="https://wacv2024.thecvf.com/">WACV'24</a>. Congrats <a href="https://wysoczanska.github.io/">Monika Wysoczanska</a>! <a class="btn btn-primary" data-toggle="collapse" href="#wacv2024"><small>>></small></a>
<div class="collapse" id="wacv2024">
<div class="card card-body">
<ul style="list-style-type:square;">
<li style="font-size:12px"><i>CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free</i>,
<br>M. Wysoczańska, M. Ramamonjisoa, T. Trzciński and O. Siméoni.
<br> <i> WACV 2024 </i>
<a class="btn btn-primary" href="https://arxiv.org/abs/2309.14289" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/wysoczanska/clip-diy" role="button">code</a>
</li>
</ul>
</div>
</div>
</li>
<!-- Survey -->
<li class="news"><span class="badge badge-danger badge-pill badge-all">10/23</span>
Our survey <i class="fa fa-book" style="font-size: 13px; padding-left: 2px;" aria-hidden="true"></i> about <i><mono>Unsupervised Object Localization w. SSL ViTs</mono></i> is out ! <a class="btn btn-primary" href="https://arxiv.org/abs/2310.12904" role="button">paper</a> <a class="btn btn-primary" href="https://github.com/valeoai/Awesome-Unsupervised-Object-Localization" role="button">awesome page</a>
</li>
<!-- ICCV Logistic Chair -->
<li class="news"><span class="badge badge-danger badge-pill badge-all" >10/23</span>
I am Logistic Chair @<a href="https://iccv2023.thecvf.com/">ICCV'23</a>, see you in Paris!
</li>
<!-- Talk-->
<li class="news"><span class="badge badge-danger badge-pill badge-all">09/23</span>
Keynote talk at
ECMLPKDD <a href="https://sites.google.com/view/adapting-to-change-ecml-pkdd">Workshop "Adapting to Change"</a> <a href="material/simeoni_keynote_ECMLW23.pdf"><i class="fa fa-desktop" style="font-size: 1.2em; padding-left: 3px;" aria-hidden="true"></i></a>.
</li>
<!-- Tutorial -->
<li class="news"><span class="badge badge-danger badge-pill badge-all">07/23</span>
Our paper <a href="https://arxiv.org/abs/2304.11762">SeedAL</a> is accepted at <a href="https://iccv2023.thecvf.com/">ICCV'23</a>. <a class="btn btn-primary" data-toggle="collapse" href="#iccv2023"><small>>></small></a>
<div class="collapse" id="iccv2023">
<div class="card card-body">
<ul style="list-style-type:square;">
<li style="font-size:12px"><i>You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation</i>,
<br>N. Samet, O. Siméoni, G. Puy, G. Ponimatkin, R. Marlet and V. Lepetit.
<br> <i> ICCV 2023 </i>
<a class="btn btn-primary" href="https://arxiv.org/abs/2304.11762" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/nerminsamet/seedal" role="button">code</a>
</li>
</ul>
</div>
</div>
</li>
<!-- Tutorial -->
<li class="news"><span class="badge badge-danger badge-pill badge-all">06/23</span>
Our tutorial @<a href="https://cvpr2023.thecvf.com/">CVPR'23</a> about <a href="https://osimeoni.github.io/object-localization-for-free/">object localization for free</a> is now <a href="https://www.youtube.com/watch?v=AxhjGR1WIv8&feature=youtu.be">online <i class="fa fa-youtube-play" style="font-size: 1.7em; padding-left: 3px;" aria-hidden="true"></i></a> <a href="material/simeoni_tutorial_cvpr23.pdf"><i class="fa fa-desktop" style="font-size: 1.2em; padding-left: 3px;" aria-hidden="true"></i></a>.
<!-- FOUND -->
<li class="news"><span class="badge badge-danger badge-pill badge-all">03/23</span>
The <a href="https://github.com/valeoai/FOUND">code</a> and <a href="https://huggingface.co/spaces/osimeoni/FOUND">demo</a> of our paper <a href="https://arxiv.org/abs/2212.07834">FOUND</a> are out. </li>
<li class="news"><span class="badge badge-danger badge-pill badge-all"> 02/23</span>
Our tutorial about <mono>unsupervised object localization</mono> is accepted at CVPR'23, <a href="https://osimeoni.github.io/object-localization-for-free/">check it out!</a>
</li>
<li class="news"><span class="badge badge-danger badge-pill badge-all"> 02/23</span>
<a href="https://arxiv.org/abs/2212.07834">FOUND</a> (running at <b>80 FPS</b>) for unsupervised object localization is accepted at <a href="https://cvpr2023.thecvf.com/">CVPR'23</a>. <a class="btn btn-primary" data-toggle="collapse" href="#cvpr2023"><small>>></small></a>
<div class="collapse" id="cvpr2023">
<div class="card card-body">
<ul style="list-style-type:square;">
<li style="font-size:12px"><i>Unsupervised Object Localization: Observing the Background to Discover Objects</i>,
<br> O. Siméoni, C. Sekkat, G. Puy, A. Vobecky, E. Zablocki and P. Pérez.
<br> <i> CVPR 2023 </i>
<a class="btn btn-primary" href="https://valeoai.github.io/blog/publications/found/" role="button">page</a>
<a class="btn btn-primary" href="https://arxiv.org/abs/2212.07834" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/valeoai/FOUND" role="button">code</a>
<a class="btn btn-primary" href="https://huggingface.co/spaces/osimeoni/FOUND" role="button">demo</a>
</li>
</ul>
</div>
</div>
</li>
<li class="news"><span class="badge badge-any badge-pill badge-all"> 11/22</span>
I had the honor to be <mono>invited jury member</mono> at the excellent PhD defense of <a href="https://huyvvo.github.io/">Huy V. Vo</a>. Congrats Huy !
</li>
<!-- ECCV -->
<li class="news"><span class="badge badge-any badge-pill badge-all"> 06/22</span>
Two papers (incl. one oral) accepted to <a href="https://eccv2022.ecva.net/">ECCV'22</a>.
<a class="btn btn-primary" data-toggle="collapse" href="#eccv2022"><small>>></small></a>
<div class="collapse" id="eccv2022">
<div class="card card-body">
<ul style="list-style-type:square;">
<li style="font-size:12px"><i>Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation</i>,
<br> A. Vobecky, D. Hurych, O. Siméoni, S. Gidaris, A. Bursuc, P. Pérez and J. Sivic.
<br> <i> ECCV 2022 </i> (oral)
<a class="btn btn-primary" href="https://vobecant.github.io/DriveAndSegment/" role="button">page</a>
<a class="btn btn-primary" href="https://arxiv.org/abs/2203.11160" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/vobecant/DriveAndSegment" role="button">code</a>
</li>
<li style="font-size:12px"><i>Active Learning Strategies for Weakly-Supervised Object Detection,</i>
<br> H. V. Vo, O. Siméoni, S. Gidaris, A. Bursuc, P. Pérez and J. Ponce.
<br> <i> ECCV 2022 </i>
<a class="btn btn-primary" href="https://huyvvo.github.io/BiB.html" role="button">page</a>
<a class="btn btn-primary" href="https://arxiv.org/abs/2207.12112" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/huyvvo/BiB" role="button">code</a>
</li>
</ul>
</div>
</div>
</li>
<li class="news"><span class="badge badge-any badge-pill badge-all">04/22</span>
I am an Emergency Reviewer at <a href="https://eccv2022.ecva.net/">ECCV'22</a>.</li>
<li class="news"><span class="badge badge-any badge-pill badge-all">03/22</span>
I am an Outstanding Reviewer at <a href="https://cvpr2022.thecvf.com/">CVPR'22</a>.</li>
<li class="news"><span class="badge badge-any badge-pill badge-all">11/21</span>
The code of our paper <a href="https://arxiv.org/abs/2109.14279">LOST</a> is out <a href="https://github.com/valeoai/LOST">here</a>.</li>
<li class="news"><span class="badge badge-any badge-pill badge-all"> 09/21</span>
Our paper <a href="https://arxiv.org/abs/2109.14279">LOST</a> accepted to <a href="https://eccv2022.ecva.net/">BMVC'21</a>.
<a class="btn btn-primary" data-toggle="collapse" href="#bmvc2021"><small>>></small></a>
<div class="collapse" id="bmvc2021">
<div class="card card-body">
<ul style="list-style-type:square;">
<li style="font-size:12px"><i>Localizing Objects with Self-Supervised Transformers and no Labels</i>, <br> Oriane Siméoni, Gilles Puy, Huy V Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce.
<br> <i> BMVC 2021</i>
<a class="btn btn-primary" href="https://arxiv.org/abs/2109.14279" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/valeoai/LOST" role="button">code</a>
</li>
</ul>
</div>
</div>
</li>
</ul>
</div>
</div>
</div>
</div>
<div class="container">
<div class="row justify-content-md-center">
<div class="col-sm-4 justify-content-md-center bg-faded p-4 my-4" id="activity">
<!-- style="background-color: rgb(173, 173, 237);"> -->
<h2 class="text-center text-lg text-uppercase"> Activities<i class="fa fa-share-alt" aria-hidden="true"></i></h2>
<br>
<div class="row justify-content-md-center">
<ul style="padding-left: 25px; padding-right: 10px;">
<li>[<mono><b>09/23</b></mono>] I am a <b>Logistic Chair</b> at <b>ICCV'23</b>, <mono>Paris, France</mono>.
<li>[<mono><b>06/23</b></mono>] Organization of the <b>CVPR'23 Tutorial</b> <a href="https://osimeoni.github.io/object-localization-for-free/">object localization for free</a>, <mono>Vancouver, Canada</mono>.
<li>[<mono><b>01/23</b></mono>] Organization of valeo.ai internal workshop <b>VAST</b>, <mono>Paris, France</mono>.
<li>Outstanding reviewer award CVPR'22</li>
<li>Active <b>conference reviewer</b>: CVPR [<mono><b>2020-2024</b></mono>], ECCV [<mono><b>2022</b></mono>], ICCV [<mono><b>2023</b></mono>], NeurIPSW [<mono><b>2021</b></mono>]
<li>Active <b>journal reviewer</b>: TPAMI [<mono><b>2021-2023</b></mono>], IJCV [<mono><b>2022-2024</b></mono>], CVIU [<mono><b>2022-2023</b></mono>], IEEE RA [<mono><b>2020</b></mono>]
<li>Conference <b>Area Chair</b>: ECCV [<mono><b>2024</b></mono>] </li>
<li>PhD jury member: <a href="https://huyvvo.github.io/">Huy V. Vo</a> (<i>invited member</i>, 2022), <a href="https://romainloiseau.fr/">Romain Loiseau</a> (<i>examiner</i>, 2023)</li>
<ul>
</div>
</div>
<div class="col-sm-6 justify-content-md-center bg-faded p-4 my-4 vertical" id="talks" >
<h2 class="text-center text-lg text-uppercase"> <i class="fa-regular fa-presentation-screen"></i> Talks<i class="fa fa-volume-up" aria-hidden="true"></i></h2>
<br>
<div class="row justify-content-md-center">
<ul class="list-unstyled" style="margin-left: 15px;">
<!-- <li style=" margin-bottom: .3rem;"><span class="badge badge-pill badge-talk-future"> workshop </span> <mono><b>09/23</b></mono> - Upcoming talk @ECMLPKDD'23 <a href="https://sites.google.com/view/adapting-to-change-ecml-pkdd">Workshop "Adapting to Change"</a>, <mono>Turin, Italy </mono></li> -->
<li style=" margin-bottom: .3rem;"><span class="badge badge-pill badge-talk"> talk </span> <mono><b>12/23</b></mono> - Talk @ <a href="https://cmp.felk.cvut.cz/colloquium/">46th Pattern Recognition and Computer Vision Colloquium</a> <a href="material/simeoni_46thcolloquium_2023.pdf"><i class="fa fa-desktop" style="font-size: 1.2em; padding-left: 3px;" aria-hidden="true"></i></a>, <mono>Prague, Czech Republic </mono></li>
<li style=" margin-bottom: .3rem;"><span class="badge badge-pill badge-talk"> workshop </span> <mono><b>09/23</b></mono> - Keynote talk @ECMLPKDD'23 <a href="https://sites.google.com/view/adapting-to-change-ecml-pkdd">Workshop "Adapting to Change"</a> <a href="material/simeoni_keynote_ECMLW23.pdf"><i class="fa fa-desktop" style="font-size: 1.2em; padding-left: 3px;" aria-hidden="true"></i></a>, <mono>Turin, Italy </mono></li>
<li style=" margin-bottom: .3rem;"><span class="badge badge-pill badge-talk"> tutorial </span> <mono><b>06/23</b></mono> - About <mono>unsupervised object localization</mono> @<a href="https://cvpr2023.thecvf.com/">CVPR23</a> <a href="https://osimeoni.github.io/object-localization-for-free/">Tutorial</a><a href="https://www.youtube.com/watch?v=AxhjGR1WIv8&t=2354s" role="button">
<i class="fa fa-youtube-play" style="font-size: 1.7em; padding-left: 3px;" aria-hidden="true"></i></a><a href="material/simeoni_tutorial_cvpr23.pdf"><i class="fa fa-desktop" style="font-size: 1.2em; padding-left: 3px;" aria-hidden="true"></i></a>, <mono>Vancouver, Canada</mono></li>
<li style=" margin-bottom: .3rem;"><span class="badge badge-pill badge-talk"> seminar </span> <mono><b>03/22</b></mono> - About <mono>dataset construction & active learning</mono> @<a href="https://www.confiance.ai/">Confiance</a>, <mono>online</mono></li>
<li style=" margin-bottom: .3rem;"><span class="badge badge-pill badge-talk"> talk </span> <mono><b>01/22</b></mono> - About <mono>our paper <a href="https://github.com/valeoai/LOST">LOST</a></mono> to the <a href="https://imagine-lab.enpc.fr/">IMAGINE</a> team, <mono>online</mono></li>
<li style=" margin-bottom: .3rem;"><span class="badge badge-pill badge-talk"> talk </span> <mono><b>04/21</b></mono> - About <mono> object discovery & retrieval</mono> to the Vertigo team, <a href="https://www.cnam.fr/">CNAM</a>, <mono>online</mono></li>
<li style=" margin-bottom: .3rem;"><span class="badge badge-pill badge-talk"> talk </span> <mono><b>06/21</b></mono> - About <mono>active learning</mono> to the <a href="https://qarma.lis-lab.fr/">Quarma</a> team, <mono>online</mono></li>
<li style=" margin-bottom: .3rem;"><span class="badge badge-pill badge-talk"> defense </span> <mono><b>10/20</b></mono> - Defense of my <a href="https://hal.inria.fr/tel-03082952/document">PhD thesis</a></mono> <a href="materials/simeoni_phd_thesis.pdf"><i class="fa fa-desktop" style="font-size: 1.2em; padding-left: 3px;" aria-hidden="true"></i></a>, <mono>Rennes, France</mono></li>
<li style=" margin-bottom: .3rem;"><span class="badge badge-pill badge-talk"> talk </span> <mono><b>07/19</b></mono> - About <mono> CVPR19 paper <a href="https://openaccess.thecvf.com/content_CVPR_2019/papers/Simeoni_Local_Features_and_Visual_Words_Emerge_in_Activations_CVPR_2019_paper.pdf">DSM</a></mono> @<a href="https://iplab.dmi.unict.it/icvss2019/">ICVSS</a> (<a href="https://iplab.dmi.unict.it/icvss2019/PresentationPrize">best pres. award</a>), <mono>Sicily, Italy</mono></li>
<li style=" margin-bottom: .3rem;"><span class="badge badge-pill badge-talk"> talk </span> <mono><b>05/19</b></mono> - About <mono> CVPR19 paper <a href="https://openaccess.thecvf.com/content_CVPR_2019/papers/Simeoni_Local_Features_and_Visual_Words_Emerge_in_Activations_CVPR_2019_paper.pdf">Deep Spatial Matching</a></mono> to the <a href="https://www.robots.ox.ac.uk/~vgg/">VGG</a> group, <mono>Oxford, UK</mono></li>
</ul>
</div>
<i style="font-size:0.7rem"> Material noted <i class="fa fa-desktop" style="font-size: 1.2em; padding-left: 3px;" aria-hidden="true"></i> are licensed under the Creative Commons BY-NC-SA 4.0 International License. They may be used for purposes that are not lucrative.
</i>
</div>
</div>
</div>
<div class="container" id="papers">
<div class="col-sm bg-faded p-4 my-4">
<h2 class="text-center text-lg text-uppercase"> Research<i class="fa fa-book" aria-hidden="true"></i></h2>
<br>
<!-- <li class="news"><span class="badge badge-future badge-pill">02/24</span>
How to distill high-quality 3D representation from 2D self-sup. backbones? <a href="https://sites.google.com/site/puygilles/">Gilles Puy</a> will present <a href="https://github.com/valeoai/ScaLR">ScaLR</a> at CVPR'24.<a class="btn btn-primary" data-toggle="collapse" href="#cvpr2024"><small>>></small></a>
<div class="collapse" id="cvpr2024">
<div class="card card-body">
<ul style="list-style-type:square;">
<li style="font-size:12px"><i>Three Pillars improving Vision Foundation Model Distillation for Lidar</i>,
<br>G. Puy, S. Gidaris, A. Boulch, O. Siméoni, C. Sautier, P. Pérez, A. Bursuc, R. Marlet
<br> <i> CVPR 2024 </i>
<a class="btn btn-primary" href="https://arxiv.org/abs/2310.17504" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/valeoai/ScaLR" role="button">code</a>
</li>
</ul>
</div>
</div> -->
<!-- Scalr -->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style="width: 80%; max-height: 130px; object-fit: cover;" src= "img/papers/scalr.PNG" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://arxiv.org/abs/2310.17504">
<h3>Three Pillars improving Vision Foundation Model Distillation for Lidar</h3></a>
Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet
<br> <i>CVPR</i>, 2024
<br>
<a class="btn btn-primary" href="https://arxiv.org/abs/2310.17504" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/valeoai/ScaLR" role="button">code</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-scalr2024">BibTeX</a>
<div class="collapse" id="bib-scalr2024">
<div class="card card-bibtex">
@inproceedings{puy24scalr,<br>
title={Three Pillars improving Vision Foundation Model Distillation for Lidar},<br>
author={Puy, Gilles and Gidaris, Spyros and Boulch, Alexandre and Sim\'eoni, Oriane and Sautier, Corentin and P\'erez, Patrick and Bursuc, Andrei and Marlet, Renaud},<br>
booktitle={CVPR},<br>
year={2024}
}
</div>
</div>
</div>
</div>
<br>
<!-- CLIP-DINOiser -->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style="width: 50%; max-height: 130px; object-fit: cover;" src= "img/papers/clip_dinoiser.gif" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://arxiv.org/abs/2312.12359">
<h3>CLIP-DINOiser: Teaching CLIP a few DINO tricks</h3></a>
Monika Wysoczańska, Oriane Siméoni, Michaël Ramamonjisoa, Andrei Bursuc, Tomasz Trzciński and Patrick Pérez
<br> <i>ECCV</i>, 2024
<br>
<a class="btn btn-primary" href="https://arxiv.org/abs/2312.12359" role="button">paper</a>
<a class="btn btn-primary" href="https://wysoczanska.github.io/CLIP_DINOiser" role="button">page</a>
<a class="btn btn-primary" href="https://github.com/wysoczanska/clip_dinoiser" role="button">code</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-clipdino2023">BibTeX</a>
<div class="collapse" id="bib-clipdino2023">
<div class="card card-bibtex">
@article{wysoczanska2023clipdino,<br>
title={CLIP-DINOiser: Teaching CLIP a few DINO tricks},<br>
author={Wysocza{\'n}ska, Monika and Sim{\'e}oni, Oriane and Ramamonjisoa, Micha{\"e}l and Bursuc, Andrei and Trzci{\'n}ski, Tomasz and P{\'e}rez, Patrick},<br>
journal={arXiv preprint arXiv:2312.12359},<br>
year={2023}<br>
}
</div>
</div>
</div>
</div>
<br>
<!-- survey -->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style="width: 89%; max-height: 120px; object-fit: cover;" src= "img/papers/survey_image.PNG" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://arxiv.org/abs/2310.12904">
<h3>Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey</h3></a>
Oriane Siméoni, Eloi Zablocki, Spyros Gidaris, Gilles Puy and Patrick Pérez
<br> <i>IJCV</i>, 2024
<br>
<a class="btn btn-primary" href="https://arxiv.org/abs/2310.12904" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/valeoai/Awesome-Unsupervised-Object-Localization" role="button">Awesome page</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-survey2023">BibTeX</a>
<div class="collapse" id="bib-survey2023">
<div class="card card-bibtex">
@article{simeoni2023unsupervised,<br>
title={Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey},<br>
author={Sim{\'e}oni, Oriane and Zablocki, {\'E}loi and Gidaris, Spyros and Puy, Gilles and P{\'e}rez, Patrick},<br>
journal={arXiv preprint arXiv:2310.12904},<br>
year={2023}<br>
}
</div>
</div>
</div>
</div>
<br>
<!-- CLIP-DIY -->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style="width: 70%; max-height: 120px; object-fit: cover;" src= "img/papers/clip-diy.PNG" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://arxiv.org/abs/2309.14289">
<h3>CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free</h3></a>
Monika Wysoczańska, Michaël Ramamonjisoa, Tomasz Trzciński, Oriane Siméoni
<br> <i>WACV</i>, 2024
<br>
<a class="btn btn-primary" href="https://arxiv.org/abs/2309.14289" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/wysoczanska/clip-diy" role="button">code</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-wacv2024">BibTeX</a>
<div class="collapse" id="bib-wacv2024">
<div class="card card-bibtex">
@inproceedings{wysoczanska2023clipdiy,<br>
title={CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free},<br>
author={Wysocza{\'n}ska, Monika and Ramamonjisoa, Micha{\"e}l and Trzci{\'n}ski, Tomasz and Sim{\'e}oni, Oriane},<br>
journal={IEEE Winter Conference on Applications of Computer Vision (WACV)},<br>
year={2024}<br>
}
</div>
</div>
</div>
</div>
<br>
<!--POP 3D -->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style="width: 70%; max-height: 120px; object-fit: cover;" src= "https://vobecant.github.io/POP3D/sources/pop3d_logo.png" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://openreview.net/pdf?id=eBXM62SqKY">
<h3>POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images</h3></a>
Antonín Vobecký, Oriane Siméoni, David Hurych, Spyros Gidaris, Andrei Bursuc, Patrick Perez, Josef Sivic
<br> <i>NeurIPS</i>, 2023
<br>
<a class="btn btn-primary" href="https://openreview.net/pdf?id=eBXM62SqKY" role="button">paper</a>
<a class="btn btn-primary" href="https://vobecant.github.io/POP3D/" role="button">page</a>
<a class="btn btn-primary" href="https://github.com/vobecant/POP3D" role="button">code</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-neurips2023">BibTeX</a>
<div class="collapse" id="bib-neurips2023">
<div class="card card-bibtex">
@inproceedings{vobecky2023pop3d,<br>
title={POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images},<br>
author={Wysocza{\'n}ska, Monika and Ramamonjisoa, Micha{\"e}l and Trzci{\'n}ski, Tomasz and Sim{\'e}oni, Oriane},<br>
journal={IEEE Winter Conference on Applications of Computer Vision (WACV)},<br>
year={2024}<br>
}
</div>
</div>
</div>
</div>
<br>
<!-- MOCA -->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style="width: 70%; max-height: 120px; object-fit: cover;" src= "img/papers/moca.png" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://arxiv.org/abs/2307.09361">
<h3>MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments</h3></a>
Spyros Gidaris, Andrei Bursuc, Oriane Simeoni, Antonin Vobecky, Nikos Komodakis, Matthieu Cord, Patrick Pérez
<br> <i>arxiv</i>, 2023
<br>
<a class="btn btn-primary" href="https://arxiv.org/abs/2307.09361" role="button">paper</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-moca2023">BibTeX</a>
<div class="collapse" id="bib-moca2023">
<div class="card card-bibtex">
@article{gidaris2023moca,<br>
title={MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments},<br>
author={Gidaris, Spyros and Bursuc, Andrei and Simeoni, Oriane and Vobecky, Antonin and Komodakis, Nikos and Cord, Matthieu and P{\'e}rez, Patrick},<br>
journal={arXiv preprint arXiv:2307.09361},<br>
year={2023}<br>
}
</div>
</div>
</div>
</div>
<br>
<!-- SeedAL -->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style="width: 90%; max-height: 120px; object-fit: cover;" src= "https://github.com/nerminsamet/seedal/raw/master/images/kitti.png" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://arxiv.org/abs/2212.07834">
<h3>You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation</h3></a>
Nermin Samet, Oriane Siméoni, Gilles Puy, Georgy Ponimatkin, Renaud Marlet and Vincent Lepetit
<br> <i>ICCV</i>, 2023
<br>
<a class="btn btn-primary" href="https://arxiv.org/abs/2304.11762" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/nerminsamet/seedal" role="button">code</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-seedal2023">BibTeX</a>
<div class="collapse" id="bib-seedal2023">
<div class="card card-bibtex">
@inproceedings{samet2023seedal,<br>
author = {Samet, Nermin and Sim{\'e}oni, Oriane and Puy,Gilles and Ponimatkin, Georgy and Marlet,Renaud and Lepetit, Vincent},<br>
title = {You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation},<br>
booktitle = {IEEE International Conference on Computer Vision (ICCV)},<br>
year = {2023},<br>
}
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</div>
</div>
</div>
<br>
<!-- FOUND -->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style="width: 90%; max-height: 120px; object-fit: cover;" src= "https://github.com/valeoai/FOUND/raw/main/data/examples/found_examples.png" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://arxiv.org/abs/2212.07834">
<h3>Unsupervised Object Localization: Observing the Background to Discover Objects</h3></a>
Oriane Siméoni, Chloé Sekkat, Gilles Puy, Antonin Vobecky, Eloi Zablocki and Patrick Pérez
<br> <i>CVPR</i>, 2023
<br>
<a class="btn btn-primary" href="https://valeoai.github.io/blog/publications/found/" role="button">page</a>
<a class="btn btn-primary" href="https://arxiv.org/abs/2212.07834" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/valeoai/FOUND" role="button">code</a>
<a class="btn btn-primary" href="https://huggingface.co/spaces/osimeoni/FOUND" role="button">demo</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-found2023">BibTeX</a>
<div class="collapse" id="bib-found2023">
<div class="card card-bibtex">
@inproceedings{simeoni2023found,<br>
author = {Sim{\'e}oni, Oriane and Sekkat, Chlo{\'e} and Puy, Gilles and Vobecky, Antonin and Zablocki, {\'E}loi and P{\'e}rez, Patrick},<br>
title = {Unsupervised Object Localization: Observing the Background to Discover Objects},<br>
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, {CVPR}},<br>
year = {2023},<br>
}
</div>
</div>
</div>
</div>
<br>
<!-- Weakly AL -->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style="width: 70%; max-height: 120px; object-fit: cover;" src= "img/papers/weakly-al.png" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://arxiv.org/abs/2207.12112">
<h3>Active Learning Strategies for Weakly-Supervised Object Detection</h3></a>
Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez and Jean Ponce
<br> <i>ECCV</i>, 2022
<br>
<a class="btn btn-primary" href="https://huyvvo.github.io/BiB.html" role="button">page</a>
<a class="btn btn-primary" href="https://arxiv.org/abs/2207.12112" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/huyvvo/BiB" role="button">code</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-bib2022">BibTeX</a>
<div class="collapse" id="bib-bib2022">
<div class="card card-bibtex">
@inproceedings{vo2022bib,<br>
title = {Active Learning Strategies for Weakly-Supervised Object Detection},<br>
author = {Vo, Huy V. and Sim{\'e}oni, Oriane and Gidaris, Spyros and Bursuc, Andrei and P{\'e}rez, Patrick and Ponce, Jean},<br>
journal = {Proceedings of the European Conference on Computer Vision {(ECCV)}},<br>
month = {October},<br>
year = {2022}<br>
}
</div>
</div>
</div>
</div>
<br>
<!-- D&S -->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style="width: 80%; max-height: 120px; object-fit: cover;" src= "img/papers/2022_dns.gif" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://arxiv.org/abs/2203.11160"><h3>Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation</h3></a>
Antonin Vobecky, David Hurych, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez and Josef Sivic
<br> <i>ECCV</i>, 2022 (oral presentation)
<br>
<a class="btn btn-primary" href="https://vobecant.github.io/DriveAndSegment/" role="button">page</a>
<a class="btn btn-primary" href="https://arxiv.org/abs/2203.11160" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/vobecant/DriveAndSegment" role="button">code</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-DS2022">BibTeX</a>
<div class="collapse" id="bib-DS2022">
<div class="card card-bibtex">
@inproceedings{vobecky2022drivesegment,<br>
title={Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation},<br>
author={Antonin Vobecky and David Hurych and Oriane Sim{\'e}oni and Spyros Gidaris and Andrei Bursuc and Patrick P{\'e}rez and Josef Sivic},<br>
journal = {Proceedings of the European Conference on Computer Vision {(ECCV)}},<br>
month = {October},<br>
year = {2022}<br>
}
</div>
</div>
</div>
</div>
<br>
<!-- LOST -->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style="width: 45%; max-height: 120px; object-fit: cover;" src= "img/papers/LOST_ex0.png" alt="">
<img class="img-fluid img-thumbnail mb-2" style="width: 45%; max-height: 120px; object-fit: cover;" src= "img/papers/LOST_ex1.png" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://arxiv.org/abs/2109.14279"><h3>Localizing Objects with Self-Supervised Transformers and no Labels</h3></a>
Oriane Siméoni, Gilles Puy, Huy V Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet and Jean Ponce
<br> <i>BMVC</i>, 2021
<br>
<a class="btn btn-primary" href="https://arxiv.org/abs/2109.14279" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/valeoai/LOST" role="button">code</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-lost2021">BibTeX</a>
<div class="collapse" id="bib-lost2021">
<div class="card card-bibtex">
@inproceedings{simeoni2021LOST,<br>
title = {Localizing Objects with Self-Supervised Transformers and no Labels},<br>
author = {Oriane Sim\'eoni and Gilles Puy and Huy V. Vo and Simon Roburin and Spyros Gidaris and Andrei Bursuc and Patrick P\'erez and Renaud Marlet and Jean Ponce},<br>
journal = {Proceedings of the British Machine Vision Conference (BMVC)},<br>
month = {November},<br>
year = {2021}<br>
}
</div>
</div>
</div>
</div>
<br>
<!--PhD thesis-->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style=" width: 70%; max-height: 120px; object-fit: cover;" src= "img/papers/simeoni_2020.png" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://hal.inria.fr/tel-03082952/document"><h3>Robust image representation for classification, retrieval and object discovery</h3></a>
<span>Oriane Siméoni </span>
<br> PhD thesis
<br>
<a class="btn btn-primary" href="https://hal.inria.fr/tel-03082952/document" role="button">thesis</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-thesis">BibTeX</a>
<div class="collapse" id="bib-thesis">
<div class="card card-bibtex">
@phdthesis{simeoni2020robust,<br>
title={Robust image representation for classification, retrieval and object discovery},<br>
author={Sim{\'e}oni, Oriane},<br>
year={2020},<br>
school={Rennes 1}<br>
}
</div>
</div>
</div>
</div>
<br>
<!--Active Learning-->
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<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style=" width: 80%; max-height: 120px; object-fit: cover;" src= "img/papers/active.svg" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://arxiv.org/abs/1911.08177"><h3>Rethinking deep active learning: Using unlabeled data at model training</h3></a>
Oriane Siméoni, Mateusz Budnik, Yannis Avrithis and Guillaume Gravier
<br> <i>ICPR</i>, 2020
<br>
<a class="btn btn-primary" href="https://arxiv.org/abs/1911.08177" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/osimeoni/RethinkingDeepActiveLearning" role="button">code</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-AL2020">BibTeX</a>
<div class="collapse" id="bib-AL2020">
<div class="card card-bibtex">
@inproceedings{simeoni2020rethinking,<br>
title = {Rethinking deep active learning: Using unlabeled data at model training},<br>
author = {Oriane Sim\'eoni and Mateusz Budnik and Yannis Avrithis and Guillaume Gravier},<br>
booktitle = {Proceedings of International Conference on Pattern Recognition (ICPR)},<br>
month = {December},<br>
address = {Virtual},<br>
year = {2020}<br>
}
</div>
</div>
</div>
</div>
<br>
<!--CVPR 2019-->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style=" width: 70%; max-height: 120px; object-fit: cover;" src= "img/papers/cvpr2019.jpg" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="http://openaccess.thecvf.com/content_CVPR_2019/papers/Simeoni_Local_Features_and_Visual_Words_Emerge_in_Activations_CVPR_2019_paper.pdf"><h3>Local Features and Visual Words Emerge in Activations</h3></a>
Oriane Siméoni, Yannis Avrithis and Ondrej Chum
<br> <i>CVPR</i>, 2019
<br>
<a class="btn btn-primary" href="http://openaccess.thecvf.com/content_CVPR_2019/papers/Simeoni_Local_Features_and_Visual_Words_Emerge_in_Activations_CVPR_2019_paper.pdf" role="button">paper</a>
<a class="btn btn-primary" href="https://github.com/osimeoni/DSM" role="button">code</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-DSM2019">BibTeX</a>
<div class="collapse" id="bib-DSM2019">
<div class="card card-bibtex">
@inproceedings{simeoni2019SAC,<br>
author = {Sim{\'e}oni Oriane and Avrithis, Yannis and Chum, Ondrej},<br>
title = {Local Features and Visual Words Emerge in Activations},<br>
booktitle = {CVPR},<br>
year = {2019}<br>
}
</div>
</div>
</div>
</div>
<br>
<!--MVA 2019-->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style="width: 60%; max-height: 120px; object-fit: cover;" src= "img/papers/wacv2017.png" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://avrithis.net/data/pub/pdf/journ/J28.mva18.disco.pdf"><h3>Graph-based particular object discovery</h3></a>
Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis and Ondrej Chum
<br> <i>MVA</i>, 2019
<br>
<a class="btn btn-primary" href="https://avrithis.net/data/pub/pdf/journ/J28.mva18.disco.pdf" role="button">paper</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-mva2019">BibTeX</a>
<div class="collapse" id="bib-wacv2018">
<div class="card card-bibtex">
@article{simeoni2019graph,<br>
title={Graph-based particular object discovery},<br>
author={Sim{\'e}oni, Oriane and Iscen, Ahmet and Tolias, Giorgos and Avrithis, Yannis and Chum, Ond{\v{r}}ej},<br>
journal={Machine Vision and Applications},<br>
volume={30},<br>
number={2},<br>
pages={243--254},<br>
year={2019},<br>
publisher={Springer}<br>
}
</div>
</div>
</div>
</div>
<br>
<!--WACV 2018-->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail mb-2" style="width: 60%; max-height: 120px; object-fit: cover;" src= "img/papers/wacv2017.png" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://arxiv.org/abs/1709.04725"><h3>Unsupervised object discovery for instance recognition</h3></a>
Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis and Ondrej Chum
<br> <i>WACV</i>, 2018
<br>
<a class="btn btn-primary" href="https://arxiv.org/abs/1709.04725" role="button">paper</a>
<a class="btn btn-primary" href="https://www.youtube.com/watch?v=BkmOHwKUCTA" role="button">video</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-wacv2018">BibTeX</a>
<div class="collapse" id="bib-wacv2018">
<div class="card card-bibtex">
@inproceedings{simeoni2018uod,<br>
title={Unsupervised object discovery for instance recognition},<br>
author={Sim{\'e}oni, Oriane and Iscen, Ahmet and Tolias, Giorgos and Avrithis, Yannis and Chum, Ondrej},<br>
journal={IEEE Winter Conference on Applications of Computer Vision (WACV)},<br>
year={2018}<br>
}
</div>
</div>
</div>
</div>
<br>
<!--Gene-->
<div class="row">
<div class="col-md-4 text-center no-padding-img">
<img class="img-fluid img-thumbnail" style="width: 70%; max-height: 120px; object-fit: cover;" src= "img/papers/genes2015.jpg" alt="">
</div>
<div class="col-md-8 no-padding-txt">
<a href="https://arxiv.org/abs/1709.04725"><h3>Tracking global gene expression responses in T cell differentiation</h3></a>
Oriane Siméoni, Vincent Piras, M. Tomita and Kumar Selvarajoo
<br> <i>Gene</i>, 2015
<br>
<a class="btn btn-primary" href="https://ac.els-cdn.com/S0378111915006460/1-s2.0-S0378111915006460-main.pdf?_tid=3dac5152-d531-11e7-b3a8-00000aacb35f&acdnat=1511979492_936f55347116c114ce1d067f9df03cf2" role="button">paper</a>
<a class="btn btn-primary" data-toggle="collapse" href="#bib-gene2015">BibTeX</a>
<div class="collapse" id="bib-gene2015">
<div class="card card-bibtex">
@article{simeoni2015tracking,<br>
title={Tracking global gene expression responses in T cell differentiation},<br>
author={Simeoni, Oriane and Piras, Vincent and Tomita, Masaru and Selvarajoo, Kumar},<br>
journal={Gene},<br>
volume={569},<br>
number={2},<br>
pages={259--266},<br>
year={2015},<br>
publisher={Elsevier}<br>
}
</div>
</div>
</div>
</div>
</div>
</div>
<div class="container" id="presentation">
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<h2 class="text-center text-lg text-uppercase text-expanded"> Longer Presentation </h2>
<br>
<p align="justify"> I am currently working as a Research Scientist in the research team <a href="https://ptrckprz.github.io/valeoai/">valeo.ai</a>, focusing on perception issues. My research focuses on <b>computer vision</b>. I study methods to compute <b>robust visual representations</b> whilst having the aim of using <b>less supervision</b> and exploiting more <b>available data</b>. In particular I have worked on classification, detection and retrieval tasks. I am interested in image representation, multimodal learning and machine learning in general. </p>
<p align="justify">I have defended my PhD on the 10th of September 2020 (delayed due to COVID). I have had the honor of been reviewed by <a href="https://scholar.google.com/citations?user=8Cph5uQAAAAJ&hl=en">Pr. Patrick Pérez</a> and <a href="https://scholar.google.com/citations?user=NCtKHnQAAAAJ&hl=en">Pr. Josef Sivic</a> and examined by <a href="https://scholar.google.com/citations?user=IvqCXP4AAAAJ&hl=en">Pr. Cordelia Schmid</a>, <a href="https://scholar.google.com/citations?user=1lcY2z4AAAAJ&hl=en">Dr. Hervé Jégou</a>, <a href="https://scholar.google.com/citations?user=nI2oJqkAAAAJ&hl=en">Dr. Diane Larlus</a>, <a href="https://scholar.google.com/citations?user=c_7y_6MAAAAJ&hl=fr">Dr. Elisa Fromont</a> and <a href="">Dr. Ondřej Chum</a> (as invited member).
I have performed my PhD at <a href="https://www.inria.fr/en/centre/rennes">Inria Rennes--Bretagne Atlantique</a> under the supervision of <a href="https://avrithis.net/">Yannis Avrithis </a> and <a href="https://scholar.google.com/citations?user=MbFGBKwAAAAJ&hl=en">Guillaume Gravier</a>.
During my PhD, I have performed two <b>internships</b> at Twitter and Google and visited the <a href="https://www.cvut.cz/en">Visual Recognition Group (CVUT)</a>.</p>
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