13 citations · 13 across the 4 of their papers we have counts for
4 papers
Neighborhood Commonality-aware Evolution Network for Continuous Generalized Category Discovery
Ye Wang, Yaxiong Wang, Guoshuai Zhao +1
Continuous Generalized Category Discovery (C-GCD) aims to continually discover novel classes from unlabelled image sets while maintaining performance on old classes. In this paper,…
Knowledge Adaptation Network for Few-Shot Class-Incremental Learning
Ye Wang, Yaxiong Wang, Guoshuai Zhao +1
Few-shot class-incremental learning (FSCIL) aims to incrementally recognize new classes using a few samples while maintaining the performance on previously learned classes. One of…
CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval
Xintong Jiang, Yaxiong Wang, Mengjian Li +3
Composed Image Retrieval (CIR) involves searching for target images based on an image-text pair query. While current methods treat this as a query-target matching problem, we argue…
Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery
Ye Wang, Yaxiong Wang, Yujiao Wu +2
Generalized Class Discovery (GCD) aims to dynamically assign labels to unlabelled data partially based on knowledge learned from labelled data, where the unlabelled data may come f…