Xinjun Mao
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
catastrophic forgetting
(2)
class-incremental learning
(2)
knowledge distillation
(1)
pre-trained model
(1)
vision-language model
(1)
cross-entropy loss
(1)
parameter-efficient adaptation
(1)
exponential moving average
(1)
knowledge memorization
(1)
recency bia
(1)
logit alignment
(1)
logit-based distillation
(1)
continual learning
(1)
analytical learning
(1)
zero-shot learning
(1)
Papers
Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning
CVPR 2025
Maintaining Fairness in Logit-based Knowledge Distillation for Class-Incremental Learning
AAAI 2025
Stabilizing Zero-Shot Prediction: A Novel Antidote to Forgetting in Continual Vision-Language Tasks
NeurIPS 2024