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Generating High Fidelity Data from Low-density Regions using Diffusion Models


Mar 31, 2022
Vikash Sehwag, Caner Hazirbas, Albert Gordo, Firat Ozgenel, Cristian Canton Ferrer

* CVPR 2022 

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Large-Scale Attribute-Object Compositions


May 24, 2021
Filip Radenovic, Animesh Sinha, Albert Gordo, Tamara Berg, Dhruv Mahajan


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Towards measuring fairness in AI: the Casual Conversations dataset


Apr 06, 2021
Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton Ferrer


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Attention-Based Query Expansion Learning


Jul 15, 2020
Albert Gordo, Filip Radenovic, Tamara Berg

* Accepted for publication at ECCV2020 

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Using Hindsight to Anchor Past Knowledge in Continual Learning


Feb 19, 2020
Arslan Chaudhry, Albert Gordo, Puneet K. Dokania, Philip Torr, David Lopez-Paz


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Decoupling Representation and Classifier for Long-Tailed Recognition


Oct 21, 2019
Bingyi Kang, Saining Xie, Marcus Rohrbach, Zhicheng Yan, Albert Gordo, Jiashi Feng, Yannis Kalantidis


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Rosetta: Large scale system for text detection and recognition in images


Oct 11, 2019
Fedor Borisyuk, Albert Gordo, Viswanath Sivakumar

* Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) 2018, London, United Kingdom 

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Transparent Model Distillation


Jan 26, 2018
Sarah Tan, Rich Caruana, Giles Hooker, Albert Gordo


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A deep architecture for unified aesthetic prediction


Aug 16, 2017
Naila Murray, Albert Gordo


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End-to-end Learning of Deep Visual Representations for Image Retrieval


May 05, 2017
Albert Gordo, Jon Almazan, Jerome Revaud, Diane Larlus

* Accepted for publication at the International Journal of Computer Vision (IJCV). Extended version of our ECCV2016 paper "Deep Image Retrieval: Learning global representations for image search" 

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