David Latortue

Modality Translation for Object Detection Adaptation without forgetting prior knowledge

"A common practice in deep learning involves training large neural networks on massive datasets to achieve high accuracy across various domains and tasks. While this approach works well in many application areas, it often fails drastically when processing data from a new modality with a significant…