Search Results for author: Jizhe Zhou

Found 13 papers, 3 papers with code

Research about the Ability of LLM in the Tamper-Detection Area

no code implementations24 Jan 2024 Xinyu Yang, Jizhe Zhou

In recent years, particularly since the early 2020s, Large Language Models (LLMs) have emerged as the most powerful AI tools in addressing a diverse range of challenges, from natural language processing to complex problem-solving in various domains.

Analysis and Applications of Deep Learning with Finite Samples in Full Life-Cycle Intelligence of Nuclear Power Generation

no code implementations7 Nov 2023 Chenwei Tang, Wenqiang Zhou, Dong Wang, Caiyang Yu, Zhenan He, Jizhe Zhou, Shudong Huang, Yi Gao, Jianming Chen, Wentao Feng, Jiancheng Lv

The advent of Industry 4. 0 has precipitated the incorporation of Artificial Intelligence (AI) methods within industrial contexts, aiming to realize intelligent manufacturing, operation as well as maintenance, also known as industrial intelligence.

Few-Shot Learning Open Set Learning +1

Perceptual MAE for Image Manipulation Localization: A High-level Vision Learner Focusing on Low-level Features

no code implementations10 Oct 2023 Xiaochen Ma, Jizhe Zhou, Xiong Xu, Zhuohang Jiang, Chi-Man Pun

While MAE has demonstrated an impressive understanding of object semantics, PMAE can also compensate for low-level semantics with our proposed enhancements.

Image Manipulation Image Manipulation Localization

IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer

1 code implementation27 Jul 2023 Xiaochen Ma, Bo Du, Zhuohang Jiang, Ahmed Y. Al Hammadi, Jizhe Zhou

To bridge this gap, based on the fact that artifacts are sensitive to image resolution, amplified under multi-scale features, and massive at the manipulation border, we formulate the answer to the former question as building a ViT with high-resolution capacity, multi-scale feature extraction capability, and manipulation edge supervision that could converge with a small amount of data.

Benchmarking Image Manipulation +1

Personal Privacy Protection via Irrelevant Faces Tracking and Pixelation in Video Live Streaming

no code implementations4 Jan 2021 Jizhe Zhou, Chi-Man Pun

On the video live streaming dataset we collected, FPVLS obtains satisfying accuracy, real-time efficiency, and contains the over-pixelation problems.

Clustering Face Detection

News Image Steganography: A Novel Architecture Facilitates the Fake News Identification

no code implementations3 Jan 2021 Jizhe Zhou, Chi-Man Pun, Yu tong

A larger portion of fake news quotes untampered images from other sources with ulterior motives rather than conducting image forgery.

Extractive Summarization Image Steganography

Privacy-sensitive Objects Pixelation for Live Video Streaming

no code implementations3 Jan 2021 Jizhe Zhou, Chi-Man Pun, Yu tong

With the prevailing of live video streaming, establishing an online pixelation method for privacy-sensitive objects is an urgency.

Clustering

Pixelation is NOT Done in Videos Yet

no code implementations26 Mar 2019 Jizhe Zhou, Chi-Man Pun, YingYu Wang

This paper introduces an algorithm to protect the privacy of individuals in streaming video data by blurring faces such that face cannot be reliably recognized.

Clustering Face Detection +2

Generating Adversarial Perturbation with Root Mean Square Gradient

no code implementations13 Jan 2019 Yatie Xiao, Chi-Man Pun, Jizhe Zhou

We focus our attention on the problem of generating adversarial perturbations based on the gradient in image classification domain

Classification General Classification +1

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