Search Results for author: Peifei Zhu

Found 5 papers, 1 papers with code

Leveraging Image-Text Similarity and Caption Modification for the DataComp Challenge: Filtering Track and BYOD Track

no code implementations23 Oct 2023 Shuhei Yokoo, Peifei Zhu, Yuchi Ishikawa, Mikihiro Tanaka, Masayoshi Kondo, Hirokatsu Kataoka

Our solution adopts large multimodal models CLIP and BLIP-2 to filter and modify web crawl data, and utilize external datasets along with a bag of tricks to improve the data quality.

text similarity

3rd Place Solution to Meta AI Video Similarity Challenge

1 code implementation24 Apr 2023 Shuhei Yokoo, Peifei Zhu, Junki Ishikawa, Rintaro Hasegawa

This paper presents our 3rd place solution in both Descriptor Track and Matching Track of the Meta AI Video Similarity Challenge (VSC2022), a competition aimed at detecting video copies.

Copy Detection Video Similarity

Frequency-aware GAN for Adversarial Manipulation Generation

no code implementations ICCV 2023 Peifei Zhu, Genki Osada, Hirokatsu Kataoka, Tsubasa Takahashi

We observe that existing spatial attacks cause large degradation in image quality and find the loss of high-frequency detailed components might be its major reason.

Adversarial Attack Decoder +1

Cannot find the paper you are looking for? You can Submit a new open access paper.