Search Results for author: Zixuan Zhu

Found 5 papers, 5 papers with code

MakeupAttack: Feature Space Black-box Backdoor Attack on Face Recognition via Makeup Transfer

1 code implementation22 Aug 2024 Ming Sun, Lihua Jing, Zixuan Zhu, Rui Wang

Furthermore, due to the perceptibility, diversity, and similarity of facial datasets, many state-of-the-art backdoor attacks lose effectiveness on face recognition tasks.

Backdoor Attack Diversity +1

The Victim and The Beneficiary: Exploiting a Poisoned Model to Train a Clean Model on Poisoned Data

1 code implementation ICCV 2023 Zixuan Zhu, Rui Wang, Cong Zou, Lihua Jing

This inspires us to propose a novel dual-network training framework: The Victim and The Beneficiary (V&B), which exploits a poisoned model to train a clean model without extra benign samples.

Data Augmentation

CuriousLLM: Elevating Multi-Document QA with Reasoning-Infused Knowledge Graph Prompting

1 code implementation13 Apr 2024 Zukang Yang, Zixuan Zhu

In the field of Question Answering (QA), unifying large language models (LLMs) with external databases has shown great success.

Hallucination Knowledge Graphs +2

Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model

1 code implementation2 Aug 2023 Kanzhi Cheng, Wenpo Song, Zheng Ma, Wenhao Zhu, Zixuan Zhu, Jianbing Zhang

Considering that Vision-Language Pre-Training (VLP) models master massive such knowledge from large-scale web-harvested data, it is promising to utilize the generalizability of VLP models to incorporate knowledge into image descriptions.

Hallucination Image Captioning +2

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