Albert Gordo

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 25

Top Topics

Visual Representations

Exploration Exploitation Dilemma

Mid Level Features

Top Venues

Pattern Recognit.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Sarah Tan, Giles Hooker, Paul Koch, Albert Gordo, Rich Caruana
Considerations when learning additive explanations for black-box models. Mach. Learn. 112 (9) (2023)
Zhiheng Li, Ivan Evtimov, Albert Gordo, Caner Hazirbas, Tal Hassner, Cristian Canton-Ferrer, Chenliang Xu, Mark Ibrahim
A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others. CVPR (2023)
Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton-Ferrer
Towards Measuring Fairness in AI: The Casual Conversations Dataset. IEEE Trans. Biom. Behav. Identity Sci. 4 (3) (2022)
Vikash Sehwag, Caner Hazirbas, Albert Gordo, Firat Ozgenel, Cristian Canton-Ferrer
Generating High Fidelity Data from Low-density Regions using Diffusion Models. CVPR (2022)
Zhiheng Li, Ivan Evtimov, Albert Gordo, Caner Hazirbas, Tal Hassner, Cristian Canton-Ferrer, Chenliang Xu, Mark Ibrahim
A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others. CoRR (2022)
Vikash Sehwag, Caner Hazirbas, Albert Gordo, Firat Ozgenel, Cristian Canton-Ferrer
Generating High Fidelity Data from Low-density Regions using Diffusion Models. CoRR (2022)
Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton-Ferrer
Towards measuring fairness in AI: the Casual Conversations dataset. CoRR (2021)
Filip Radenovic, Animesh Sinha, Albert Gordo, Tamara Berg, Dhruv Mahajan
Large-Scale Attribute-Object Compositions. CoRR (2021)
Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton-Ferrer
Casual Conversations: A Dataset for Measuring Fairness in AI. CVPR Workshops (2021)
Arslan Chaudhry, Albert Gordo, Puneet K. Dokania, Philip H. S. Torr, David Lopez-Paz
Using Hindsight to Anchor Past Knowledge in Continual Learning. AAAI (2021)
Albert Gordo, Filip Radenovic, Tamara Berg
Attention-Based Query Expansion Learning. ECCV (28) (2020)
Arslan Chaudhry, Albert Gordo, Puneet K. Dokania, Philip H. S. Torr, David Lopez-Paz
Using Hindsight to Anchor Past Knowledge in Continual Learning. CoRR (2020)
Bingyi Kang, Saining Xie, Marcus Rohrbach, Zhicheng Yan, Albert Gordo, Jiashi Feng, Yannis Kalantidis
Decoupling Representation and Classifier for Long-Tailed Recognition. ICLR (2020)
Albert Gordo, Filip Radenovic, Tamara Berg
Attention-Based Query Expansion Learning. CoRR (2020)
Bingyi Kang, Saining Xie, Marcus Rohrbach, Zhicheng Yan, Albert Gordo, Jiashi Feng, Yannis Kalantidis
Decoupling Representation and Classifier for Long-Tailed Recognition. CoRR (2019)
Fedor Borisyuk, Albert Gordo, Viswanath Sivakumar
Rosetta: Large scale system for text detection and recognition in images. CoRR (2019)
Fedor Borisyuk, Albert Gordo, Viswanath Sivakumar
Rosetta: Large Scale System for Text Detection and Recognition in Images. KDD (2018)
Sarah Tan, Rich Caruana, Giles Hooker, Albert Gordo
Transparent Model Distillation. CoRR (2018)
Albert Gordo, Diane Larlus
Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval. CVPR (2017)
Albert Gordo, Jon Almazán, Jérôme Revaud, Diane Larlus
End-to-End Learning of Deep Visual Representations for Image Retrieval. Int. J. Comput. Vis. 124 (2) (2017)
Naila Murray, Albert Gordo
A deep architecture for unified aesthetic prediction. CoRR (2017)
Gabriela Csurka, Diane Larlus, Albert Gordo, Jon Almazán
What is the right way to represent document images? CoRR (2016)
Albert Gordo, Jon Almazán, Jérôme Revaud, Diane Larlus
Deep Image Retrieval: Learning global representations for image search. CoRR (2016)
Albert Gordo, Jon Almazán, Jérôme Revaud, Diane Larlus
End-to-end Learning of Deep Visual Representations for Image Retrieval. CoRR (2016)
Albert Gordo, Jon Almazán, Jérôme Revaud, Diane Larlus
Deep Image Retrieval: Learning Global Representations for Image Search. ECCV (6) (2016)
Albert Gordo
Supervised mid-level features for word image representation. CVPR (2015)
Albert Gordo, Jon Almazán, Naila Murray, Florent Perronnin
LEWIS: Latent Embeddings for Word Images and their Semantics. CoRR (2015)
Albert Gordo, Adrien Gaidon, Florent Perronnin
Deep Fishing: Gradient Features from Deep Nets. BMVC (2015)
Albert Gordo, Adrien Gaidon, Florent Perronnin
Deep Fishing: Gradient Features from Deep Nets. CoRR (2015)
Albert Gordo, Jon Almazán, Naila Murray, Florent Perronnin
LEWIS: Latent Embeddings for Word Images and Their Semantics. ICCV (2015)
José A. Rodríguez-Serrano, Albert Gordo, Florent Perronnin
Label Embedding: A Frugal Baseline for Text Recognition. Int. J. Comput. Vis. 113 (3) (2015)
Jon Almazán, Albert Gordo, Alicia Fornés, Ernest Valveny
Segmentation-free word spotting with exemplar SVMs. Pattern Recognit. 47 (12) (2014)
Jon Almazán, Albert Gordo, Alicia Fornés, Ernest Valveny
Word Spotting and Recognition with Embedded Attributes. IEEE Trans. Pattern Anal. Mach. Intell. 36 (12) (2014)
Albert Gordo, Florent Perronnin, Yunchao Gong, Svetlana Lazebnik
Asymmetric Distances for Binary Embeddings. IEEE Trans. Pattern Anal. Mach. Intell. 36 (1) (2014)
Albert Gordo
Supervised mid-level features for word image representation. CoRR (2014)
Albert Gordo, Marçal Rusiñol, Dimosthenis Karatzas, Andrew D. Bagdanov
Document Classification and Page Stream Segmentation for Digital Mailroom Applications. ICDAR (2013)
Yunchao Gong, Svetlana Lazebnik, Albert Gordo, Florent Perronnin
Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 35 (12) (2013)
Albert Gordo, Alicia Fornés, Ernest Valveny
Writer identification in handwritten musical scores with bags of notes. Pattern Recognit. 46 (5) (2013)
Albert Gordo, Florent Perronnin, Ernest Valveny
Large-scale document image retrieval and classification with runlength histograms and binary embeddings. Pattern Recognit. 46 (7) (2013)
Jon Almazán, Albert Gordo, Alicia Fornés, Ernest Valveny
Handwritten Word Spotting with Corrected Attributes. ICCV (2013)
Jon Almazán, Albert Gordo, Alicia Fornés, Ernest Valveny
Efficient Exemplar Word Spotting. BMVC (2012)
Albert Gordo, Florent Perronnin, Ernest Valveny
Document Classification Using Multiple Views. Document Analysis Systems (2012)
Alicia Fornés, Anjan Dutta, Albert Gordo, Josep Lladós
CVC-MUSCIMA: a ground truth of handwritten music score images for writer identification and staff removal. Int. J. Document Anal. Recognit. 15 (3) (2012)
Albert Gordo, José A. Rodríguez-Serrano, Florent Perronnin, Ernest Valveny
Leveraging category-level labels for instance-level image retrieval. CVPR (2012)
Alicia Fornés, Anjan Dutta, Albert Gordo, Josep Lladós
The ICDAR 2011 Music Scores Competition: Staff Removal and Writer Identification. ICDAR (2011)
Albert Gordo, Florent Perronnin
Asymmetric distances for binary embeddings. CVPR (2011)
Alicia Fornés, Anjan Dutta, Albert Gordo, Josep Lladós
The 2012 Music Scores Competitions: Staff Removal and Writer Identification. GREC (2011)
Albert Gordo, Florent Perronnin
A Bag-of-Pages Approach to Unordered Multi-page Document Classification. ICPR (2010)
Albert Gordo, Jaume Gibert, Ernest Valveny, Marçal Rusiñol
A kernel-based approach to document retrieval. Document Analysis Systems (2010)
Albert Gordo, Alicia Fornés, Ernest Valveny, Josep Lladós
A bag of notes approach to writer identification in old handwritten musical scores. Document Analysis Systems (2010)
Oriol Ramos Terrades, Nicolás Serrano, Albert Gordo, Ernest Valveny, Alfons Juan
Interactive-predictive detection of handwritten text blocks. DRR (2010)
Albert Gordo, Ernest Valveny
The Diagonal Split: A Pre-segmentation Step for Page Layout Analysis and Classification. IbPRIA (2009)
Juan Miguel Vilar, María José Castro Bleda, Francisco Zamora-Martínez, Salvador España Boquera, Albert Gordo, David Llorens, Andrés Marzal, Federico Prat, Jorge Gorbe-Moya
A Flexible System for Document Processing and Text Transcription. CAEPIA (2009)
Albert Gordo, Ernest Valveny
A Rotation Invariant Page Layout Descriptor for Document Classification and Retrieval. ICDAR (2009)
David Llorens, Federico Prat, Andrés Marzal, Juan Miguel Vilar, María José Castro, Juan-Carlos Amengual, Sergio Barrachina, Antonio Castellanos, Salvador España Boquera, J. A. Gómez, Jorge Gorbe-Moya, Albert Gordo, Vicente Palazón, Guillermo Peris, Rafael Ramos-Garijo, Francisco Zamora-Martínez
The UJIpenchars Database: a Pen-Based Database of Isolated Handwritten Characters. LREC (2008)
Albert Gordo, David Llorens, Andrés Marzal, Federico Prat, Juan Miguel Vilar
State: A Multimodal Assisted Text-Transcription System for Ancient Documents. Document Analysis Systems (2008)