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jean baptiste alayrac jean baptiste alayrac research scientist deepmind london bio i am a research director at deepmind i obtained a ph d from the sierra and willow groups i was supervised by simon lacoste julien ivan laptev and josef sivic before that i graduated from ecole polytechnique and telecom paristech in 2015 and got a masters degree in mathematics machine learning and computer vision mva my work focuses on structured learning from video and natural language more details can be found in my resume invited talks leave those nets alone advances in self supervised learning tutorials cvpr 2021 tutorial page video towards versatile and powerful multimodal networks the 6th international challenge on activity recognition cvpr 2021 activitynet workshop video representation learning from unlabeled narrated videos computer vision and deep learning summit machine can see 2020 summit website video learning from narrated videos the 3rd workshop on youtube 8m large scale video understanding iccv 2019 yt8m workshop slides selected publications flamingo a visual language model for few shot learning jean baptiste alayrac jeff donahue pauline luc antoine miech iain barr yana hasson karel lenc arthur mensch katie millican malcolm reynolds roman ring eliza rutherford serkan cabi tengda han zhitao gong sina samangooei marianne monteiro jacob menick sebastian borgeaud andrew brock aida nematzadeh sahand sharifzadeh mikolaj binkowski ricardo barreira oriol vinyals andrew zisserman and karen simonyan in arxiv 2022 arxiv blog bibtex article alayrac2022flamingo title flamingo a visual language model for few shot learning author alayrac jean baptiste and donahue jeff and luc pauline and miech antoine and barr iain and hasson yana and lenc karel and mensch arthur and millican katie and reynolds malcolm and ring roman and rutherford eliza and cabi serkan and han tengda and gong zhitao and samangooei sina and monteiro marianne and menick jacob and borgeaud sebastian and brock andrew and nematzadeh aida and sharifzadeh sahand and binkowski mikolaj and barreira ricardo and vinyals oriol and zisserman andrew and simonyan karen journal arxiv preprint arxiv 2204 14198 year 2022 perceiver io a general architecture for structured inputs outputs andrew jaegle sebastian borgeaud jean baptiste alayrac carl doersch catalin ionescu david ding skanda koppula daniel zoran andrew brock evan shelhamer olivier hénaff matthew m botvinick andrew zisserman oriol vinyals and joāo carreira in proc iclr 2022 arxiv github bibtex inproceedings searnn18 author jaegle andrew and borgeaud sebastian and alayrac jean baptiste and doersch carl and ionescu catalin and ding david and koppula skanda and zoran daniel and brock andrew and shelhamer evan and hénaff olivier and botvinick matthew m and zisserman andrew and vinyals oriol and carreira joāo title perceiver io a general architecture for structured inputs outputs booktitle international conference on learning representations iclr year 2022 thinking fast and slow efficient text to visual retrieval with transformers antoine miech jean baptiste alayrac ivan laptev josef sivic and andrew zisserman in proc cvpr 2021 arxiv bibtex inproceedings miech2019end2end title thinking fast and slow efficient text to visual retrieval with transformers author miech antoine and alayrac jean baptiste and laptev ivan and sivic josef and zisserman andrew booktitle computer vision and pattern recognition cvpr year 2021 self supervised multimodal versatile networks jean baptiste alayrac adrià recasens rosalia schneider relja arandjelović jason ramapuram jeffrey de fauw lucas smaira sander dieleman andrew zisserman in proc neurips 2020 arxiv tfhub bibtex article alayrac2020self title self supervised multimodal versatile networks author alayrac jean baptiste and recasens adri a and schneider rosalia and arandjelovi c relja and ramapuram jason and de fauw jeffrey and smaira lucas and dieleman sander and zisserman andrew journal arxiv preprint arxiv 2006 16228 year 2020 end to end learning of visual representations from uncurated instructional videos antoine miech jean baptiste alayrac lucas smaira ivan laptev josef sivic and andrew zisserman in proc cvpr 2020 oral arxiv talk tf i3d model tf s3d model pytorch s3d model webpage youcook2 demo bibtex inproceedings miech2019end2end title e nd to e nd l earning of v isual r epresentations from u ncurated i nstructional v ideos author miech antoine and alayrac jean baptiste and smaira lucas and laptev ivan and sivic josef and zisserman andrew booktitle computer vision and pattern recognition cvpr year 2019 visual grounding in video for unsupervised word translation gunnar sigurdsson jean baptiste alayrac aida nematzadeh lucas smaira mateusz malinowski joao carreira phil blunsom and andrew zisserman in proc cvpr 2020 arxiv bibtex inproceedings sigurdsson2020visual title visual grounding in video for unsupervised word translation author sigurdsson gunnar a and alayrac jean baptiste and nematzadeh aida and smaira lucas and malinowski mateusz and carreira jo a o and blunsom phil and zisserman andrew booktitle computer vision and pattern recognition cvpr year 2020 howto100m learning a text video embedding by watching hundred million narrated video clips antoine miech dimitri zhukov jean baptiste alayrac makarand tapaswi ivan laptev josef sivic in proc iccv 2019 arxiv webpage poster github bibtex inproceedings miech2019howto100m title howto100m learning a text video embedding by watching hundred million narrated video clips author miech antoine and zhukov dimitri and alayrac jean baptiste and tapaswi makarand and laptev ivan and sivic josef booktitle international conference on computer vision iccv year 2019 are labels required for improving adversarial robustness jonathan uesato jean baptiste alayrac po sen huang robert stanforth alhussein fawzi pushmeet kohli in proc neurips 2019 arxiv bibtex inproceedings ueasato19uat title are labels required for improving adversarial robustness author jonathan uesato and jean baptiste alayrac and po sen huang and robert stanforth and alhussein fawzi and pushmeet kohli booktitle neural information processing systems neurips year 2019 the visual centrifuge model free layered video representations jean baptiste alayrac joao carreira andrew zisserman in proc cvpr 2019 oral talk arxiv poster bibtex inproceedings alayrac19centrifuge author jean baptiste alayrac and joao carreira and andrew zisserman title the visual centrifuge model free layered video representations booktitle computer vision and pattern recognition cvpr year 2019 cross task weakly supervised learning from instructional videos dimitri zhukov jean baptiste alayrac ramazan gokberk cinbis david fouhey ivan laptev josef sivic in proc cvpr 2019 arxiv bibtex inproceedings zhukov19crosstask author dimitri zhukov and jean baptiste alayrac and ramazan gokberk cinbis and david fouhey and ivan laptev and josef sivic title cross task weakly supervised learning from instructional videos booktitle computer vision and pattern recognition cvpr year 2019 searnn training rnns with global local losses rémi leblond jean baptiste alayrac anton osokin and simon lacoste julien accepted to iclr 2018 paper arxiv webpage github workshop version bibtex inproceedings searnn18 author leblond r emi and alayrac jean baptiste and osokin anton and lacoste julien simon title textsc searnn training rnns with global local losses booktitle international conference on learning representations iclr year 2018 joint discovery of object states and manipulation actions jean baptiste alayrac josef sivic ivan laptev and simon lacoste julien in proc iccv 2017 paper arxiv poster webpage github bibtex inproceedings alayrac16objectstates author alayrac jean baptiste and sivic josef and laptev ivan and lacoste julien simon title joint discovery of object states and manipulation actions booktitle international conference on computer vision iccv year 2017 learning from video and text via large scale discriminative clustering antoine miech jean baptiste alayrac piotr bojanowski ivan laptev and josef sivic in proc iccv 2017 spotlight paper arxiv github bibtex inproceedings miech17learning author miech antoine and alayrac jean baptiste and bojanowski piotr and laptev ivan and sivic josef title learning from video and text via large scale discriminative clustering booktitle international conference on computer vision iccv year 2017 unsupervised learning from narrated instruction videos jean baptiste alayrac piotr bojanowski nishant agrawal ivan laptev josef sivic and simon lacoste julien in proc cvpr 2016 oral talk paper poster hal arxiv bibtex webpage github inproceedings alayrac16unsupervised author alayrac jean baptiste and bojanowski piotr and agrawal nishant and laptev ivan and sivic josef and lacoste julien simon title unsupervised learning from narrated instruction videos booktitle computer vision and pattern recognition cvpr year 2016 phd thesis structured learning from videos and language jean baptiste alayrac thesis teaching statistical machine learning master m1 ecole normale supérieure ta 2015 2016 webpage 1m001 analyse et algèbre pour les sciences universite pierre et marie curie ta 2014 2016 1m004 calcul matriciel universite pierre et marie curie ta 2014 2016 2m223 algèbre bilinéaire et géométrie universite pierre et marie curie ta 2014 2015 other projects simple sketch recognizer used in an exhibition at palais de la découverte github exhibition