8 citations · 26 across the 9 of their papers we have counts for
4 papers · 1 filter
Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection
Jieren Deng, Haojian Zhang, Kun Ding +3
This paper presents Incremental Vision-Language Object Detection (IVLOD), a novel learning task designed to incrementally adapt pre-trained Vision-Language Object Detection Models…
GBSD: Generative Bokeh with Stage Diffusion
Jieren Deng, Xin Zhou, Hao Tian +2
The bokeh effect is an artistic technique that blurs out-of-focus areas in a photograph and has gained interest due to recent developments in text-to-image synthesis and the ubiqui…
Smooth and Stepwise Self-Distillation for Object Detection
Jieren Deng, Xin Zhou, Hao Tian +2
Distilling the structured information captured in feature maps has contributed to improved results for object detection tasks, but requires careful selection of baseline architectu…
Incremental Prototype Tuning for Class Incremental Learning
Jieren Deng, Jianhua Hu, Haojian Zhang +1
Class incremental learning(CIL) has attracted much attention, but most existing related works focus on fine-tuning the entire representation model, which inevitably results in much…