Chaymae Yahyati

Continual Visual Learning under Evolving Semantic Concept Shift

Experiments show that SemReWrite achieves a stronger balance between learning revised semantics and retaining unaffected knowledge than prompt replacement, conventional fine-tuning, parameter-efficient adaptation, and continual-learning strategies.