most citedSynthetic Data in AI: Challenges, Applications, and Ethical Implications

18 citations · 21 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2025

OwlCap: Harmonizing Motion-Detail for Video Captioning via HMD-270K and Caption Set Equivalence Reward

Chunlin Zhong, Qiuxia Hou, Zhangjun Zhou +5

Video captioning aims to generate comprehensive and coherent descriptions of the video content, contributing to the advancement of both video understanding and generation. However,…

cs.CV2025★ 1 cited

Synergistic Bleeding Region and Point Detection in Laparoscopic Surgical Videos

Jialun Pei, Zhangjun Zhou, Diandian Guo +4

Intraoperative bleeding in laparoscopic surgery causes rapid obscuration of the operative field to hinder the surgical process and increases the risk of postoperative complications…

cs.CV2024

Rethinking Detecting Salient and Camouflaged Objects in Unconstrained Scenes

Zhangjun Zhou, Yiping Li, Chunlin Zhong +4

While the human visual system employs distinct mechanisms to perceive salient and camouflaged objects, existing models struggle to disentangle these tasks. Specifically, salient ob…

cs.CV2024★ 2 cited

Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation

Jialun Pei, Zhangjun Zhou, Tiantian Zhang

Segment Anything Model (SAM) has demonstrated powerful zero-shot segmentation performance in natural scenes. The recently released Segment Anything Model 2 (SAM2) has further heigh…

cs.LG2024★ 18 cited

Synthetic Data in AI: Challenges, Applications, and Ethical Implications

Shuang Hao, Wenfeng Han, Tao Jiang +5

In the rapidly evolving field of artificial intelligence, the creation and utilization of synthetic datasets have become increasingly significant. This report delves into the multi…