Search Results for author: Mikihiro Tanaka

Found 4 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

Role-Aware Interaction Generation from Textual Description

no code implementations ICCV 2023 Mikihiro Tanaka, Kent Fujiwara

We claim that certain interactions, which we call asymmetric interactions, involve a relationship between an actor and a receiver, whose motions significantly differ depending on the assigned role.

Captioning Images with Novel Objects via Online Vocabulary Expansion

no code implementations6 Mar 2020 Mikihiro Tanaka, Tatsuya Harada

In this study, we introduce a low cost method for generating descriptions from images containing novel objects.

Image Captioning Word Embeddings

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