Daniel C. G. Pedronette

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 8

Top Topics

Metric Learning

Domain Adaptation

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Biomed. Signal Process. Control.

Publications

Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar
Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization. Biomed. Signal Process. Control. 94 (2024)
Vanessa Helena Pereira-Ferrero, T. G. Lewis, Lucas Pascotti Valem, L. G. P. Ferrero, Daniel C. G. Pedronette, Longin Jan Latecki
Unsupervised affinity learning based on manifold analysis for image retrieval: A survey. Comput. Sci. Rev. 53 (2024)
Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar
Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets. CoRR (2022)
Luiz H. Buris, Daniel C. G. Pedronette, João P. Papa, Jurandy Almeida, Gustavo Carneiro, Fábio Augusto Faria
Mixup-based Deep Metric Learning Approaches for Incomplete Supervision. CoRR (2022)
Rafael Bezerra de Menezes Rodrigues, Pedro Ivo Monteiro Privatto, Gustavo José de Sousa, Rafael P. Murari, Luis C. S. Afonso, João P. Papa, Daniel C. G. Pedronette, Ivan Rizzo Guilherme, Stephan R. Perrout, Aliel F. Riente
PetroBERT: A Domain Adaptation Language Model for Oil and Gas Applications in Portuguese. PROPOR (2022)
Luiz H. Buris, Daniel C. G. Pedronette, João P. Papa, Jurandy Almeida, Gustavo Carneiro, Fábio A. Faria
Mixup-Based Deep Metric Learning Approaches for Incomplete Supervision. ICIP (2022)
Lucas Fernando Alvarenga e Silva, Daniel C. G. Pedronette, Fábio Augusto Faria, João P. Papa, Jurandy Almeida
Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers. SIBGRAPI (2021)
Jurandy Almeida, Daniel C. G. Pedronette, Bruna C. Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres
Unsupervised Distance Learning for Plant Species Identification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (12) (2016)
Fábio Augusto Faria, Daniel C. G. Pedronette, Jefersson A. dos Santos, Anderson Rocha, Ricardo da Silva Torres
Rank Aggregation for Pattern Classifier Selection in Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (4) (2014)