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Yu-Xiao Guo

3 accepted papers

2024

3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining

ICLR 2024poster

Masked autoencoders (MAE) have recently been introduced to 3D self-supervised pretraining for point clouds due to their great success in NLP and computer vision. Unlike MAEs used in the image domain, where the pretext task is to restore features at the masked pixels, such as colors, the existing 3D…

2024

VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

NeurIPS 2024oral

We introduce VASA, a framework for generating lifelike talking faces with appealing visual affective skills (VAS) given a single static image and a speech audio clip. Our premiere model, VASA-1, is capable of not only generating lip movements that are exquisitely synchronized with the audio, but als…

Cited by 92SourcePDFScholar
2021

Indoor Scene Generation From a Collection of Semantic-Segmented Depth Images

ICCV 2021poster

We present a method for creating 3D indoor scenes with a generative model learned from a collection of semantic-segmented depth images captured from different unknown scenes. Given a room with a specified size, our method automatically generates 3D objects in a room from a randomly sampled latent co…

Cited by 34PDFcodeScholar