2 papers
cs.CV2026
TiFRe: Text-guided Video Frame Reduction for Efficient Video Multi-modal Large Language Models
Xiangtian Zheng, Zishuo Wang, Yuxin Peng
With the rapid development of Large Language Models (LLMs), Video Multi-Modal Large Language Models (Video MLLMs) have achieved remarkable performance in video-language tasks such…
cs.CV2024
SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection
Zishuo Wang, Wenhao Zhou, Jinglin Xu +1
Open-vocabulary detection (OVD) aims to detect novel objects without instance-level annotations to achieve open-world object detection at a lower cost. Existing OVD methods mainly…