Search Results for author: Hyewon Seo

Found 3 papers, 1 papers with code

Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model

no code implementations20 Mar 2024 Diwei Wang, Kun Yuan, Candice Muller, Frédéric Blanc, Nicolas Padoy, Hyewon Seo

Based on a large-scale pre-trained Vision Language Model (VLM), our model learns and improves visual, textual, and numerical representations of patient gait videos, through a collective learning across three distinct modalities: gait videos, class-specific descriptions, and numerical gait parameters.

Language Modelling

4D Facial Expression Diffusion Model

1 code implementation29 Mar 2023 Kaifeng Zou, Sylvain Faisan, Boyang Yu, Sébastien Valette, Hyewon Seo

In this paper, we introduce a generative framework for generating 3D facial expression sequences (i. e. 4D faces) that can be conditioned on different inputs to animate an arbitrary 3D face mesh.

Denoising Facial expression generation

DSNet: Dynamic Skin Deformation Prediction by Recurrent Neural Network

no code implementations26 Nov 2021 Hyewon Seo, Kaifeng Zou, Frederic Cordier

Our network also learns to predict the variation of skin dynamics across different individuals with varying body shapes.

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