EBCDet: Energy-Based Curriculum for Robust Domain Adaptive Object Detection

EBCDet: Energy-Based Curriculum for Robust Domain Adaptive Object Detection

This paper proposes a new method for addressing the problem of unsupervised domain adaptation for robust object detection. To this end, we propose an energy-based curriculum for progressively adapting a model, thereby mitigating the pseudo-label noise caused by domain shifts. Throughout the adaptati...

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Bibliographic Details
Main Authors: Amin Banitalebi-Dehkordi, Abdollah Amirkhani, Alireza Mohammadinasab
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Object detection
domain adaptation
energy
model robustness
curriculum learning
Online Access:https://ieeexplore.ieee.org/document/10192408/

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