SMIL: Multimodal Learning with Severely Missing Modality

9 March 2021

Papers citing "SMIL: Multimodal Learning with Severely Missing Modality"

25 / 125 papers shown

Title
M $^3$ Care: Learning with Missing Modalities in Multimodal Healthcare Data Chaohe Zhang Xu Chu Liantao Ma Yinghao Zhu Yasha Wang Jiangtao Wang Junfeng Zhao 26 78 0 28 Oct 2022
MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences Wei Han Hui Chen MingSung Kan Soujanya Poria 35 10 0 23 Oct 2022
A Multimodal Sensor Fusion Framework Robust to Missing Modalities for Person Recognition Vijay John Yasutomo Kawanishi 29 7 0 20 Oct 2022
Multi-Modal Fusion by Meta-Initialization Matthew Jackson Shreshth A. Malik Michael T. Matthews Yousuf Mohamed-Ahmed 32 0 0 10 Oct 2022
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality Haozhe Chi Minghua Yang Junhao Zhu Guanhong Wang Gaoang Wang 41 3 0 07 Oct 2022
Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions Paul Pu Liang Amir Zadeh Louis-Philippe Morency 18 60 0 07 Sep 2022
Multimodal learning with graphs Yasha Ektefaie George Dasoulas Ayush Noori Maha Farhat Marinka Zitnik 51 82 0 07 Sep 2022
Edge-centric Optimization of Multi-modal ML-driven eHealth Applications A. Kanduri Sina Shahhosseini Emad Kasaeyan Naeini Hamid Alikhani P. Liljeberg N. Dutt Amir M. Rahmani 33 7 0 04 Aug 2022
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images Nasir Hayat Krzysztof J. Geras Farah E. Shamout MedIm 27 40 0 14 Jul 2022
Analyzing Modality Robustness in Multimodal Sentiment Analysis Devamanyu Hazarika Yingting Li Bo Cheng Shuai Zhao Roger Zimmermann Soujanya Poria 31 32 0 30 May 2022
M2R2: Missing-Modality Robust emotion Recognition framework with iterative data augmentation Ning Wang 18 13 0 05 May 2022
Are Multimodal Transformers Robust to Missing Modality? Mengmeng Ma Jian Ren Long Zhao Davide Testuggine Xi Peng ViT 26 148 0 12 Apr 2022
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation Zheng Lian Lang Chen Guoying Zhao B. Liu J. Tao 25 83 0 04 Mar 2022
TinyM $^2$ Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices Hasib-Al Rashid Pretom Roy Ovi Carl E. Busart A. Gangopadhyay T. Mohsenin 22 11 0 09 Feb 2022
Towards dynamic multi-modal phenotyping using chest radiographs and physiological data Nasir Hayat Krzysztof J. Geras Farah E. Shamout 25 4 0 04 Nov 2021
Multimodality in Meta-Learning: A Comprehensive Survey Yao Ma Shilin Zhao Weixiao Wang Yaoman Li Irwin King 50 53 0 28 Sep 2021
Maximum Likelihood Estimation for Multimodal Learning with Missing Modality Fei Ma Xiangxiang Xu Shao-Lun Huang Lin Zhang 21 11 0 24 Aug 2021
Identifying Illicit Drug Dealers on Instagram with Large-scale Multimodal Data Fusion Chuanbo Hu Minglei Yin Bing Liu Xin Li Yanfang Ye 22 9 0 18 Aug 2021
Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions Anil Rahate Rahee Walambe S. Ramanna K. Kotecha 27 135 0 29 Jul 2021
Modality Fusion Network and Personalized Attention in Momentary Stress Detection in the Wild Han Yu T. Vaessen I. Myin‐Germeys Akane Sano 23 13 0 19 Jul 2021
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning Paul Pu Liang Yiwei Lyu Xiang Fan Zetian Wu Yun Cheng ... Peter Wu Michelle A. Lee Yuke Zhu Ruslan Salakhutdinov Louis-Philippe Morency VLM 32 159 0 15 Jul 2021
Dizygotic Conditional Variational AutoEncoder for Multi-Modal and Partial Modality Absent Few-Shot Learning Yi Zhang Sheng Huang Xiao-song Peng Dan Yang 28 9 0 28 Jun 2021
Uncertainty-guided Model Generalization to Unseen Domains Fengchun Qiao Xi Peng OOD UQCV 15 59 0 12 Mar 2021
Probabilistic Model-Agnostic Meta-Learning Chelsea Finn Kelvin Xu Sergey Levine BDL 176 666 0 07 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 341 11,684 0 09 Mar 2017