2 papers
cs.LG2025
LODAP: On-Device Incremental Learning Via Lightweight Operations and Data Pruning
Biqing Duan, Qing Wang, Di Liu +3
Incremental learning that learns new classes over time after the model's deployment is becoming increasingly crucial, particularly for industrial edge systems, where it is difficul…
cs.CV2023
How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection
Yiyang Yao, Peng Liu, Tiancheng Zhao +5
Object detection (OD) in computer vision has made significant progress in recent years, transitioning from closed-set labels to open-vocabulary detection (OVD) based on large-scale…