25 citations · 26 across the 3 of their papers we have counts for
6 papers
JANUS: Enhancing Long-Horizon Autonomous Research with Co-Evolving World Models
Mengdi Liu, Chenghao Jia, Hong Chang +3
Long-horizon autonomous research has shown promise in accelerating scientific progress through sustained cycles of hypothesis generation, implementation, and validation. However, t…
DBCF: Dual-Branch Complementary Fusion of Foundation Models for Generalized Deepfake Detection
Fengming Gu, Mingjie He, Zonghui Guo +2
As image generation and editing technologies have progressed substantially, facial forgeries pose significant challenges to privacy and public safety. Due to limited ability to cap…
Face-MLLM: A Large Face Perception Model
Haomiao Sun, Mingjie He, Tianheng Lian +2
Although multimodal large language models (MLLMs) have achieved promising results on a wide range of vision-language tasks, their ability to perceive and understand human faces is…
Task-adaptive Q-Face
Haomiao Sun, Mingjie He, Shiguang Shan +2
Although face analysis has achieved remarkable improvements in the past few years, designing a multi-task face analysis model is still challenging. Most face analysis tasks are stu…
Locality-aware Channel-wise Dropout for Occluded Face Recognition
Mingjie He, Jie Zhang, Shiguang Shan +3
Face recognition remains a challenging task in unconstrained scenarios, especially when faces are partially occluded. To improve the robustness against occlusion, augmenting the tr…
MFR 2021: Masked Face Recognition Competition
Fadi Boutros, Naser Damer, Jan Niklas Kolf +32
This paper presents a summary of the Masked Face Recognition Competitions (MFR) held within the 2021 International Joint Conference on Biometrics (IJCB 2021). The competition attra…