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XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation
Bowen Chen, Mengyi Zhao, Haomiao Sun +4
Achieving fine-grained control over subject identity and semantic attributes (pose, style, lighting) in text-to-image generation, particularly for multiple subjects, often undermin…
Tarsier2: Advancing Large Vision-Language Models from Detailed Video Description to Comprehensive Video Understanding
Liping Yuan, Jiawei Wang, Haomiao Sun +2
We introduce Tarsier2, a state-of-the-art large vision-language model (LVLM) designed for generating detailed and accurate video descriptions, while also exhibiting superior genera…
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…
Affective Behaviour Analysis Using Pretrained Model with Facial Priori
Yifan Li, Haomiao Sun, Zhaori Liu +1
Affective behaviour analysis has aroused researchers' attention due to its broad applications. However, it is labor exhaustive to obtain accurate annotations for massive face image…