Mingliang Liang

12 papers A 1C 1Journal 3Unranked 7
YearRankTypeTitle / Venue / Authors
2025 C conf
Enhancing Vision-Language Model Pre-Training with Image-Text Pair Pruning Based on Word Frequency.
CBMI
Mingliang Liang, Martha A. Larson
2024 J jnl
Centered Masking for Language-Image Pre-Training.
CoRR
Mingliang Liang, Martha A. Larson
2024 — conf
Centered Masking for Language-Image Pre-training.
ECML/PKDD (8)
Mingliang Liang, Martha A. Larson
2024 J jnl
Enhancing Vision-Language Model Pre-training with Image-text Pair Pruning Based on Word Frequency.
CoRR
Mingliang Liang, Martha A. Larson
2024 J jnl
Frequency Is What You Need: Word-frequency Masking Benefits Vision-Language Model Pre-training.
CoRR
Mingliang Liang, Martha A. Larson
2024 — conf
Mutant Texts: A Technique for Uncovering Unexpected Inconsistencies in Large-Scale Vision-Language Models.
MMM (4)
Mingliang Liang, Zhouran Liu, Martha A. Larson
2023 — conf
Investigating the Performance of the CLIP Model and Concept Matching in Text-Image Retrieval Systems.
MediaEval
Xiaomeng Wang, Mingliang Liang, Martha A. Larson
2023 — conf
Subsampling of Frequent Words in Text for Pre-training a Vision-Language Model.
LGM3A@MM
Mingliang Liang, Martha A. Larson
2023 — conf
Textual Concept Expansion with Commonsense Knowledge to Improve Dual-Stream Image-Text Matching.
MMM (1)
Mingliang Liang, Zhuoran Liu, Martha A. Larson
2022 A conf
NewsImages: addressing the depiction gap with an online news dataset for text-image rematching.
MMSys
Andreas Lommatzsch, Benjamin Kille, Özlem Özgöbek, Yuxiao Zhou, Jelena Tesic, Cláudio Bartolomeu, David Semedo, Lidia Pivovarova, Mingliang Liang, Martha A. Larson
2022 — conf
Textual Concept Expansion for Text-Image Matching within Online News Content.
MediaEval
Mingliang Liang, Martha A. Larson
2021 — conf
Exploring a Pre-trained Model for Re-Matching News Texts and Images.
MediaEval
Mingliang Liang, Martha A. Larson