NewsImages: addressing the depiction gap with an online news dataset for text-image rematching A Lommatzsch, B Kille, Ö Özgöbek, Y Zhou, J Tešić, C Bartolomeu, ... Proceedings of the 13th ACM Multimedia Systems Conference, 227-233, 2022 | 7 | 2022 |
Exploring a Pre-trained Model for Re-Matching News Texts and Images. M Liang, MA Larson MediaEval, 2021 | 2 | 2021 |
Textual Concept Expansion with Commonsense Knowledge to Improve Dual-Stream Image-Text Matching M Liang, Z Liu, M Larson International Conference on Multimedia Modeling, 421-433, 2023 | 1 | 2023 |
Centered Masking for Language-Image Pre-Training M Liang, M Larson arXiv preprint arXiv:2403.15837, 2024 | | 2024 |
Mutant Texts: A Technique for Uncovering Unexpected Inconsistencies in Large-Scale Vision-Language Models M Liang, Z Liu, M Larson International Conference on Multimedia Modeling, 219-233, 2024 | | 2024 |
Subsampling of Frequent Words in Text for Pre-training a Vision-Language Model M Liang, M Larson Proceedings of the 1st Workshop on Large Generative Models Meet Multimodal …, 2023 | | 2023 |
Investigating the Performance of the CLIP Model and Concept Matching in Text-Image Retrieval Systems X Wang, M Liang, M Larson | | 2023 |
Textual Concept Expansion for Text-Image Matching within Online News Content M Liang, M Larson | | 2022 |