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cs.LG2025
CLoRA: Parameter-Efficient Continual Learning with Low-Rank Adaptation
Shishir Muralidhara, Didier Stricker, René Schuster
In the past, continual learning (CL) was mostly concerned with the problem of catastrophic forgetting in neural networks, that arises when incrementally learning a sequence of task…
cs.CV2025
Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions
Shishir Muralidhara, René Schuster, Didier Stricker
Semantic segmentation for autonomous driving is an even more challenging task when faced with adverse driving conditions. Standard models trained on data recorded under ideal condi…