activity
20162024
most citedEmbedding Deep Metric for Person Re-identication A Study Against Large Variations

69 citations · 82 across the 18 of their papers we have counts for

collaborators

18 papers

cs.CV2024

MVBoost: Boost 3D Reconstruction with Multi-View Refinement

Xiangyu Liu, Xiaomei Zhang, Zhiyuan Ma +2

Recent advancements in 3D object reconstruction have been remarkable, yet most current 3D models rely heavily on existing 3D datasets. The scarcity of diverse 3D datasets results i…

cs.CV2024

Revisiting Marr in Face: The Building of 2D--2.5D--3D Representations in Deep Neural Networks

Xiangyu Zhu, Chang Yu, Jiankuo Zhao +3

David Marr's seminal theory of vision proposes that the human visual system operates through a sequence of three stages, known as the 2D sketch, the 2.5D sketch, and the 3D model.…

cs.CV2024

Enhancing Instruction-Following Capability of Visual-Language Models by Reducing Image Redundancy

Te Yang, Jian Jia, Xiangyu Zhu +9

Large Language Models (LLMs) have strong instruction-following capability to interpret and execute tasks as directed by human commands. Multimodal Large Language Models (MLLMs) hav…

cs.CV2024

S2TD-Face: Reconstruct a Detailed 3D Face with Controllable Texture from a Single Sketch

Zidu Wang, Xiangyu Zhu, Jiang Yu +2

3D textured face reconstruction from sketches applicable in many scenarios such as animation, 3D avatars, artistic design, missing people search, etc., is a highly promising but un…

cs.CV20244 cited

DiffSpeaker: Speech-Driven 3D Facial Animation with Diffusion Transformer

Zhiyuan Ma, Xiangyu Zhu, Guojun Qi +3

Speech-driven 3D facial animation is important for many multimedia applications. Recent work has shown promise in using either Diffusion models or Transformer architectures for thi…

cs.CV2024

Modeling Spoof Noise by De-spoofing Diffusion and its Application in Face Anti-spoofing

Bin Zhang, Xiangyu Zhu, Xiaoyu Zhang +1

Face anti-spoofing is crucial for ensuring the security and reliability of face recognition systems. Several existing face anti-spoofing methods utilize GAN-like networks to detect…