A conditional diffusion model generates LoRA adapter parameters for object detectors at test time, improving continual domain adaptation accuracy by small margins over prior methods.
Cloud-device col- laborative adaptation to continual changing environments in the real-world
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Continual Adaptation: Environment-Conditional Parameter Generation for Object Detection in Dynamic Scenarios
A conditional diffusion model generates LoRA adapter parameters for object detectors at test time, improving continual domain adaptation accuracy by small margins over prior methods.