Search Results for author: Yiming Zhu

Found 8 papers, 4 papers with code

APT-Pipe: A Prompt-Tuning Tool for Social Data Annotation using ChatGPT

1 code implementation24 Jan 2024 Yiming Zhu, Zhizhuo Yin, Gareth Tyson, Ehsan-Ul Haq, Lik-Hang Lee, Pan Hui

To address this, there has been a flurry of research into prompt tuning -- techniques and guidelines that attempt to improve the quality of prompts.

text-classification Text Classification

A Beam-Segmenting Polar Format Algorithm Based on Double PCS for Video SAR Persistent Imaging

no code implementations19 Dec 2023 Jiawei Jiang, Yinwei Li, Shaowen Luo, Ping Li, Yiming Zhu

Through processing the sub-beam data and mosaicking the refocused subimages, the full image in GOCS without distortion and defocus is obtained.

Ammonia-Net: A Multi-task Joint Learning Model for Multi-class Segmentation and Classification in Tooth-marked Tongue Diagnosis

no code implementations5 Oct 2023 Shunkai Shi, Yuqi Wang, Qihui Ye, Yanran Wang, Yiming Zhu, Muhammad Hassan, Aikaterini Melliou, Dongmei Yu

After a number of extensive experiments, the experimental results show that the proposed model achieves 99. 06% accuracy in the two-class classification task of tooth-marked tongue identification and 80. 02%.

Segmentation Semantic Segmentation

Can ChatGPT Reproduce Human-Generated Labels? A Study of Social Computing Tasks

no code implementations20 Apr 2023 Yiming Zhu, Peixian Zhang, Ehsan-Ul Haq, Pan Hui, Gareth Tyson

We believe this work can open up new lines of analysis and act as a basis for future research into the exploitation of ChatGPT for human annotation tasks.

Sentiment Analysis Stance Detection

Make Encoder Great Again in 3D GAN Inversion through Geometry and Occlusion-Aware Encoding

no code implementations ICCV 2023 Ziyang Yuan, Yiming Zhu, Yu Li, Hongyu Liu, Chun Yuan

We leverage the inherent properties of EG3D's latent space to design a discriminator and a background depth regularization.

One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic Modulations

1 code implementation14 Oct 2022 Yiming Zhu, Hongyu Liu, Yibing Song, Ziyang Yuan, Xintong Han, Chun Yuan, Qifeng Chen, Jue Wang

Based on the visual latent space of StyleGAN[21] and text embedding space of CLIP[34], studies focus on how to map these two latent spaces for text-driven attribute manipulations.

Attribute Image Manipulation

DynaMixer: A Vision MLP Architecture with Dynamic Mixing

2 code implementations28 Jan 2022 Ziyu Wang, Wenhao Jiang, Yiming Zhu, Li Yuan, Yibing Song, Wei Liu

In contrast with vision transformers and CNNs, the success of MLP-like models shows that simple information fusion operations among tokens and channels can yield a good representation power for deep recognition models.

Image Classification

Unifying Cross-lingual Summarization and Machine Translation with Compression Rate

1 code implementation15 Oct 2021 Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Yiming Zhu, Jiaao Zhan, Zewen Chi, Boxing Chen

Through introducing compression rate, the information ratio between the source and the target text, we regard the MT task as a special CLS task with a compression rate of 100%.

Data Augmentation Machine Translation +1

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