Hanguang Xiao

DELNET: CONTINUOUS ALL-IN-ONE WEATHER REMOVAL VIA DYNAMIC EXPERT LIBRARY

All-in-one weather image restoration methods are valuable in practice but depend on pre-collected data and require retraining for unseen degradations, leading to high cost. We propose DELNet, a continual learning framework for weather image restoration. DELNet integrates a judging valve that measure…