2 papers
cs.CV2026
Generalized Category Discovery under Domain Shifts: From Vision to Vision-Language Models
Hongjun Wang, Po Hu, Kai Han
Generalized Category Discovery (GCD) aims to categorize unlabelled instances from both known and unknown classes by transferring knowledge from labelled data of known classes. Exis…
cs.CV2025
Mr. DETR++: Instructive Multi-Route Training for Detection Transformers with Mixture-of-Experts
Chang-Bin Zhang, Yujie Zhong, Kai Han
Existing methods enhance the training of detection transformers by incorporating an auxiliary one-to-many assignment. In this work, we treat the model as a multi-task framework, si…