Search Results for author: Heitor Rapela Medeiros

Found 5 papers, 3 papers with code

Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge

no code implementations1 Apr 2024 Heitor Rapela Medeiros, Masih Aminbeidokhti, Fidel Guerrero Pena, David Latortue, Eric Granger, Marco Pedersoli

This opens the doors to a more flexible and efficient service-based detection pipeline in which, instead of using a different detector for each modality, a unique and unaltered server is constantly running, where multiple modalities with the corresponding translations can query it.

object-detection Object Detection +1

Re-basin via implicit Sinkhorn differentiation

1 code implementation CVPR 2023 Fidel A. Guerrero Peña, Heitor Rapela Medeiros, Thomas Dubail, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli

The recent emergence of new algorithms for permuting models into functionally equivalent regions of the solution space has shed some light on the complexity of error surfaces, and some promising properties like mode connectivity.

Continual Learning Incremental Learning +3

Privacy-Preserving Person Detection Using Low-Resolution Infrared Cameras

no code implementations22 Sep 2022 Thomas Dubail, Fidel Alejandro Guerrero Peña, Heitor Rapela Medeiros, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli

In intelligent building management, knowing the number of people and their location in a room are important for better control of its illumination, ventilation, and heating with reduced costs and improved comfort.

Human Detection Management +1

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