3 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.CV2024★ 3 cited
Organizing Background to Explore Latent Classes for Incremental Few-shot Semantic Segmentation
Lianlei Shan, Wenzhang Zhou, Wei Li +1
The goal of incremental Few-shot Semantic Segmentation (iFSS) is to extend pre-trained segmentation models to new classes via few annotated images without access to old training da…
cs.AI2024★ 3 cited
Lifelong Learning and Selective Forgetting via Contrastive Strategy
Lianlei Shan, Wenzhang Zhou, Wei Li +1
Lifelong learning aims to train a model with good performance for new tasks while retaining the capacity of previous tasks. However, some practical scenarios require the system to…
cs.LG2024★ 3 cited
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention
Xingyu Ding, Lianlei Shan, Guiqin Zhao +3
Deep learning-based information processing consumes long time and requires huge computing resources, especially for dense prediction tasks which require an output for each pixel, l…