17 citations · 18 across the 4 of their papers we have counts for
4 papers
Learning without Isolation: Pathway Protection for Continual Learning
Zhikang Chen, Abudukelimu Wuerkaixi, Sen Cui +10
Deep networks are prone to catastrophic forgetting during sequential task learning, i.e., losing the knowledge about old tasks upon learning new tasks. To this end, continual learn…
Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation
Honglei Zhang, Haoxuan Li, Jundong Chen +6
Federated recommendation aims to collect global knowledge by aggregating local models from massive devices, to provide recommendations while ensuring privacy. Current methods mainl…
MetaAge: Meta-Learning Personalized Age Estimators
Wanhua Li, Jiwen Lu, Abudukelimu Wuerkaixi +2
Different people age in different ways. Learning a personalized age estimator for each person is a promising direction for age estimation given that it better models the personaliz…
Rethinking Audio-visual Synchronization for Active Speaker Detection
Abudukelimu Wuerkaixi, You Zhang, Zhiyao Duan +1
Active speaker detection (ASD) systems are important modules for analyzing multi-talker conversations. They aim to detect which speakers or none are talking in a visual scene at an…