1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.AI2025
Partitioned Memory Storage Inspired Few-Shot Class-Incremental learning
Renye Zhang, Yimin Yin, Jinghua Zhang
Current mainstream deep learning techniques exhibit an over-reliance on extensive training data and a lack of adaptability to the dynamic world, marking a considerable disparity fr…
cs.CV2024
Cross Domain Object Detection via Multi-Granularity Confidence Alignment based Mean Teacher
Jiangming Chen, Li Liu, Wanxia Deng +4
Cross domain object detection learns an object detector for an unlabeled target domain by transferring knowledge from an annotated source domain. Promising results have been achiev…
cs.CV2023★ 1 cited
Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning
Yawen Cui, Wanxia Deng, Haoyu Chen +1
Given a model well-trained with a large-scale base dataset, Few-Shot Class-Incremental Learning (FSCIL) aims at incrementally learning novel classes from a few labeled samples by a…