Search Results for author: Lin Liang

Found 7 papers, 2 papers with code

MM-VID: Advancing Video Understanding with GPT-4V(ision)

no code implementations30 Oct 2023 Kevin Lin, Faisal Ahmed, Linjie Li, Chung-Ching Lin, Ehsan Azarnasab, Zhengyuan Yang, JianFeng Wang, Lin Liang, Zicheng Liu, Yumao Lu, Ce Liu, Lijuan Wang

We present MM-VID, an integrated system that harnesses the capabilities of GPT-4V, combined with specialized tools in vision, audio, and speech, to facilitate advanced video understanding.

Video Understanding

MPT: Mesh Pre-Training with Transformers for Human Pose and Mesh Reconstruction

no code implementations24 Nov 2022 Kevin Lin, Chung-Ching Lin, Lin Liang, Zicheng Liu, Lijuan Wang

Traditional methods of reconstructing 3D human pose and mesh from single images rely on paired image-mesh datasets, which can be difficult and expensive to obtain.

3D Human Pose Estimation Hand Pose Estimation

The Overlooked Classifier in Human-Object Interaction Recognition

no code implementations10 Mar 2022 Ying Jin, Yinpeng Chen, Lijuan Wang, JianFeng Wang, Pei Yu, Lin Liang, Jenq-Neng Hwang, Zicheng Liu

Human-Object Interaction (HOI) recognition is challenging due to two factors: (1) significant imbalance across classes and (2) requiring multiple labels per image.

Classification Human-Object Interaction Detection +4

Injecting Semantic Concepts into End-to-End Image Captioning

1 code implementation CVPR 2022 Zhiyuan Fang, JianFeng Wang, Xiaowei Hu, Lin Liang, Zhe Gan, Lijuan Wang, Yezhou Yang, Zicheng Liu

In this paper, we are concerned with a better-performing detector-free image captioning model, and propose a pure vision transformer-based image captioning model, dubbed as ViTCAP, in which grid representations are used without extracting the regional features.

Caption Generation Image Captioning

Generating Realistic Geology Conditioned on Physical Measurements with Generative Adversarial Networks

1 code implementation8 Feb 2018 Emilien Dupont, Tuanfeng Zhang, Peter Tilke, Lin Liang, William Bailey

An important problem in geostatistics is to build models of the subsurface of the Earth given physical measurements at sparse spatial locations.

Spatial Interpolation

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