Search Results for author: Yatian Pang

Found 4 papers, 4 papers with code

Envision3D: One Image to 3D with Anchor Views Interpolation

1 code implementation13 Mar 2024 Yatian Pang, Tanghui Jia, Yujun Shi, Zhenyu Tang, Junwu Zhang, Xinhua Cheng, Xing Zhou, Francis E. H. Tay, Li Yuan

To address this issue, we propose a novel cascade diffusion framework, which decomposes the challenging dense views generation task into two tractable stages, namely anchor views generation and anchor views interpolation.

Image to 3D

Repaint123: Fast and High-quality One Image to 3D Generation with Progressive Controllable 2D Repainting

1 code implementation20 Dec 2023 Junwu Zhang, Zhenyu Tang, Yatian Pang, Xinhua Cheng, Peng Jin, Yida Wei, Munan Ning, Li Yuan

The core idea is to combine the powerful image generation capability of the 2D diffusion model and the texture alignment ability of the repainting strategy for generating high-quality multi-view images with consistency.

3D Generation Image to 3D

Masked Autoencoders for Point Cloud Self-supervised Learning

3 code implementations13 Mar 2022 Yatian Pang, Wenxiao Wang, Francis E. H. Tay, Wei Liu, Yonghong Tian, Li Yuan

Then, a standard Transformer based autoencoder, with an asymmetric design and a shifting mask tokens operation, learns high-level latent features from unmasked point patches, aiming to reconstruct the masked point patches.

3D Part Segmentation Few-Shot 3D Point Cloud Classification +2

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