Search Results for author: Zhuoran Zhou

Found 7 papers, 3 papers with code

DAug: Diffusion-based Channel Augmentation for Radiology Image Retrieval and Classification

no code implementations6 Dec 2024 Ying Jin, Zhuoran Zhou, Haoquan Fang, Jenq-Neng Hwang

Our method is motivated by the fact that generative models learn the distribution of normal and abnormal images, and such knowledge is complementary to image understanding tasks.

Contrastive Learning Image-to-Image Translation +2

Detection-Triggered Recursive Impact Mitigation against Secondary False Data Injection Attacks in Microgrids

no code implementations9 Jul 2024 Mengxiang Liu, Xin Zhang, Rui Zhang, Zhuoran Zhou, Zhenyong Zhang, Ruilong Deng

The proposed mitigation method can work even in the worst case where all communication links are under SFDIAs and only require extra current sensors.

UniHPE: Towards Unified Human Pose Estimation via Contrastive Learning

no code implementations24 Nov 2023 Zhongyu Jiang, Wenhao Chai, Lei LI, Zhuoran Zhou, Cheng-Yen Yang, Jenq-Neng Hwang

In this paper, we propose UniHPE, a unified Human Pose Estimation pipeline, which aligns features from all three modalities, i. e., 2D human pose estimation, lifting-based and image-based 3D human pose estimation, in the same pipeline.

Ranked #73 on 3D Human Pose Estimation on 3DPW (PA-MPJPE metric)

2D Human Pose Estimation 3D Human Pose Estimation +3

CValues: Measuring the Values of Chinese Large Language Models from Safety to Responsibility

2 code implementations19 Jul 2023 Guohai Xu, Jiayi Liu, Ming Yan, Haotian Xu, Jinghui Si, Zhuoran Zhou, Peng Yi, Xing Gao, Jitao Sang, Rong Zhang, Ji Zhang, Chao Peng, Fei Huang, Jingren Zhou

In this paper, we present CValues, the first Chinese human values evaluation benchmark to measure the alignment ability of LLMs in terms of both safety and responsibility criteria.

Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation

1 code implementation7 Jul 2023 Zhongyu Jiang, Zhuoran Zhou, Lei LI, Wenhao Chai, Cheng-Yen Yang, Jenq-Neng Hwang

Learning-based methods have dominated the 3D human pose estimation (HPE) tasks with significantly better performance in most benchmarks than traditional optimization-based methods.

Ranked #11 on 3D Human Pose Estimation on 3DPW (PA-MPJPE metric)

3D Human Pose Estimation Image to 3D

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