Daniel C. G. Pedronette

2026

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Context-Aware Interpretable Representations for Retrieval and Graph Convolutional Network Classification.
Thiago César Castilho Almeida|Gustavo Rosseto Leticio|Vinicius Atsushi Sato Kawai|Daniel Carlos Guimarães Pedronette
Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026

2021

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Rank-based self-training for graph convolutional networks.
Daniel Carlos Guimarães Pedronette|Longin Jan Latecki
Information Processing and Management 2021 Volume 58 Issue 2
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A Denoising Convolutional Neural Network for Self-Supervised Rank Effectiveness Estimation on Image Retrieval.
Lucas Pascotti Valem|Daniel Carlos Guimarães Pedronette
ICMR '21: International Conference on Multimedia Retrieval, Taipei, Taiwan, August 21-24, 2021

2019

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Unsupervised graph-based rank aggregation for improved retrieval.
Ícaro Cavalcante Dourado|Daniel Carlos Guimarães Pedronette|Ricardo da Silva Torres
Information Processing and Management 2019 Volume 56 Issue 4
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An Unsupervised Genetic Algorithm Framework for Rank Selection and Fusion on Image Retrieval.
Lucas Pascotti Valem|Daniel Carlos Guimarães Pedronette
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019.

2017

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An Unsupervised Distance Learning Framework for Multimedia Retrieval.
Lucas Pascotti Valem|Daniel Carlos Guimarães Pedronette
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017

2016

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Rank Diffusion for Context-Based Image Retrieval.
Daniel Carlos Guimarães Pedronette|Ricardo da Silva Torres
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016

2015

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Unsupervised Distance Learning by Rank Correlation Measures for Image Retrieval.
César Yugo Okada|Daniel Carlos Guimarães Pedronette|Ricardo da Silva Torres
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015
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Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks.
Lucas Pascotti Valem|Daniel Carlos Guimarães Pedronette|Ricardo da Silva Torres|Edson Borin|Jurandy Almeida
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015

2014

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Unsupervised Distance Learning By Reciprocal kNN Distance for Image Retrieval.
Daniel Carlos Guimarães Pedronette|Otávio Augusto Bizetto Penatti|Rodrigo Tripodi Calumby|Ricardo da Silva Torres
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

2012

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Exploiting contextual information for image re-ranking and rank aggregation.
Daniel Carlos Guimarães Pedronette|Ricardo da Silva Torres
International Journal of Multimedia Information Retrieval (IJMIR) 2012 Volume 1 Issue 2

2011

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Exploiting contextual spaces for image re-ranking and rank aggregation.
Daniel Carlos Guimarães Pedronette|Ricardo da Silva Torres
Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011