Diverse Code Query Learning for Speech-Driven Facial Animation

C. Gu, S. Kuriyama, K. Hotta 

IEEE Transactions on Visualization and Computer Graphics, 2025

Exploring the vector-quantized latent space with a diversity-promoting formulation to generate diverse yet natural facial movements with high speech fidelity. 

Orientation-Aware Leg Movement Learning for Action-Driven Human Motion Prediction

C. Gu, C. Zhang, S. Kuriyama

Pattern Recognition, 2024 

Learning the transition (i.e., in-betweening) with natural leg dynamics among multiple actions for long-term human motion composition.

Learning Disentangled Representations for Controllable Human Motion Prediction

C. Gu,  J. Yu, C. Zhang

Pattern Recognition, 2024 

Disentangling the VAE latent space to realize versatile forms of control over human motion prediction.

Example-based Color Transfer with Gaussian Mixture Modeling

C. Gu, X. Lu, C. Zhang

Pattern Recognition, 2022 

Endowing the source image with the color style of the example image via Gaussian mixture modeling.

Blur Removal via Blurred-Noisy Image Pair

C. Gu, X. Lu, Y. He, C. Zhang

IEEE Transactions on Image Processing, 2021 

Restoring the blurry image captured in low-light environments using its paired noisy image.