Mengmeng Ma

SMIL: Multimodal Learning with Severely Missing Modality

Mengmeng Ma, Jian Ren, L. Zhao et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 233 citations · Full text

Artificial Intelligence, Multimodal Llm, Full Modalities +13

Are Multimodal Transformers Robust to Missing Modality?

Mengmeng Ma, Jian Ren, L. Zhao et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 142 citations

Engineering, Machine Learning, Multimodal Learning +17

Combination of Evidence with Different Weighting Factors: A Novel Probabilistic-Based Dissimilarity Measure Approach

Mengmeng Ma, Jiyao An · Journal of Sensors · 2015 · 50 citations · Full text

Engineering, Similarity Measure, Statistical Foundation +19

LARSEN-ELM: Selective ensemble of extreme learning machines using LARS for blended data

Bo Han, Bo He, Rui Nian et al. · Neurocomputing · 2014 · 19 citations · Full text

Engineering, Machine Learning, Data Science +8

SMIL: Multimodal Learning with Severely Missing Modality

Mengmeng Ma, Jian Ren, L. Zhao et al. · arXiv (Cornell University) · 2021 · 11 citations · Full text

Artificial Intelligence, Multimodal Llm, Full Modalities +14