no code implementations • 28 Oct 2024 • Haomiao Sun, Mingjie He, Tianheng Lian, Hu Han, Shiguang Shan
To tackle this problem, we design a practical pipeline for constructing datasets, upon which we further build a novel multimodal large face perception model, namely Face-MLLM.
no code implementations • 14 Jun 2024 • Xiaojun Bi, Mingjie He, Yiwen Sun
This enables agents to effectively balance their individual interests with the collective benefit.
no code implementations • 15 May 2024 • Haomiao Sun, Mingjie He, Shiguang Shan, Hu Han, Xilin Chen
Although face analysis has achieved remarkable improvements in the past few years, designing a multi-task face analysis model is still challenging.
no code implementations • CVPR 2022 • Mingjie He, Jie Zhang, Shiguang Shan, Xilin Chen
In this paper, we propose to enhance face recognition with a bypass of self-supervised 3D reconstruction, which enforces the neural backbone to focus on the identity-related depth and albedo information while neglects the identity-irrelevant pose and illumination information.
no code implementations • 20 Jul 2021 • Mingjie He, Jie Zhang, Shiguang Shan, Xiao Liu, Zhongqin Wu, Xilin Chen
Furthermore, by randomly dropping out several feature channels, our method can well simulate the occlusion of larger area.
no code implementations • 29 Jun 2021 • Fadi Boutros, Naser Damer, Jan Niklas Kolf, Kiran Raja, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper, Pengcheng Fang, Chao Zhang, Fei Wang, David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal, Ekenel, Asaki Kataoka, Kohei Ichikawa, Shizuma Kubo, Jie Zhang, Mingjie He, Dan Han, Shiguang Shan, Klemen Grm, Vitomir Štruc, Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana F. Sequeira, Joao Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso
These teams successfully submitted 18 valid solutions.