CLEAN: Psychometrically Consistent Incremental Cognitive Diagnosis under Concept-Space Expansion via Architectural Isolation
cs.LG
Submitted: 2026-10-01
Updated: 2026-10-01
Sources
- Efficient Lifelong Learning with A-GEM
- LoRA: Low-Rank Adaptation of Large Language Models
- Progressive Neural Networks
- A Survey of Models for Cognitive Diagnosis: New Developments and Future Directions
- MetaCD: A Meta Learning Framework for Cognitive Diagnosis based on Continual Learning
- C-LoRA: Continual Low-Rank Adaptation for Pre-trained Visual Models
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