19 citations · 34 across the 5 of their papers we have counts for
5 papers
PiGW: A Plug-in Generative Watermarking Framework
Rui Ma, Mengxi Guo, Li Yuming +5
Integrating watermarks into generative images is a critical strategy for protecting intellectual property and enhancing artificial intelligence security. This paper proposes Plug-i…
Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage
Yu Gui, Cong Ma, Yiqiao Zhong
We investigate the role of projection heads, also known as projectors, within the encoder-projector framework (e.g., SimCLR) used in contrastive learning. We aim to demystify the o…
BBA-net: A bi-branch attention network for crowd counting
Yi Hou, Chengyang Li, Fan Yang +5
In the field of crowd counting, the current mainstream CNN-based regression methods simply extract the density information of pedestrians without finding the position of each perso…
TANet++: Triple Attention Network with Filtered Pointcloud on 3D Detection
Cong Ma
TANet is one of state-of-the-art 3D object detection method on KITTI and JRDB benchmark, the network contains a Triple Attention module and Coarse-to-Fine Regression module to impr…
Trajectory Factory: Tracklet Cleaving and Re-connection by Deep Siamese Bi-GRU for Multiple Object Tracking
Cong Ma, Changshui Yang, Fan Yang +4
Multi-Object Tracking (MOT) is a challenging task in the complex scene such as surveillance and autonomous driving. In this paper, we propose a novel tracklet processing method to…