2 papers
cs.CV2024
Data Collection-free Masked Video Modeling
Yuchi Ishikawa, Masayoshi Kondo, Yoshimitsu Aoki
Pre-training video transformers generally requires a large amount of data, presenting significant challenges in terms of data collection costs and concerns related to privacy, lice…
cs.CV2023
Leveraging Image-Text Similarity and Caption Modification for the DataComp Challenge: Filtering Track and BYOD Track
Shuhei Yokoo, Peifei Zhu, Yuchi Ishikawa +3
Large web crawl datasets have already played an important role in learning multimodal features with high generalization capabilities. However, there are still very limited studies…