Search Results for author: Ziyao Zeng

Found 4 papers, 3 papers with code

PointCLIP V2: Adapting CLIP for Powerful 3D Open-world Learning

2 code implementations21 Nov 2022 Xiangyang Zhu, Renrui Zhang, Bowei He, Ziyao Zeng, Shanghang Zhang, Peng Gao

Contrastive Language-Image Pre-training (CLIP) has shown promising open-world performance on 2D image tasks, while its transferred capacity on 3D point clouds, i. e., PointCLIP, is still far from satisfactory.

3D Classification 3D Object Detection +1

Can Language Understand Depth?

1 code implementation3 Jul 2022 Renrui Zhang, Ziyao Zeng, Ziyu Guo, Yafeng Li

To our best knowledge, we are the first to conduct zero-shot adaptation from the semantic language knowledge to quantified downstream tasks and perform zero-shot monocular depth estimation.

Image Classification Monocular Depth Estimation

VT-CLIP: Enhancing Vision-Language Models with Visual-guided Texts

no code implementations4 Dec 2021 Longtian Qiu, Renrui Zhang, Ziyu Guo, Ziyao Zeng, Yafeng Li, Guangnan Zhang

Contrastive Language-Image Pre-training (CLIP) has drawn increasing attention recently for its transferable visual representation learning.

Language Modelling Representation Learning +1

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