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Found 2 papers, 1 papers with code
CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning
Large pre-trained VLMs like CLIP have demonstrated superior zero-shot recognition ability, and a number of recent studies leverage this ability to mitigate catastrophic forgetting in CL, but they focus on closed-set CL in a single domain dataset.
A Dynamic Feature Interaction Framework for Multi-task Visual Perception
In particular, one feature merge branch is designed for instance-level recognition the other for dense predictions.
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