SMIL: Multimodal Learning with Severely Missing Modality

9 March 2021

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

22 / 22 papers shown

Title
Synergy-CLIP: Extending CLIP with Multi-modal Integration for Robust Representation Learning Sangyeon Cho Jangyeong Jeon Mingi Kim Junyeong Kim CLIP VLM 74 0 0 30 Apr 2025
Distilled Prompt Learning for Incomplete Multimodal Survival Prediction Yingxue Xu Fengtao Zhou Chenyu Zhao Yihui Wang Can Yang Hao Chen VLM OffRL 52 0 0 03 Mar 2025
Knowledge Bridger: Towards Training-free Missing Multi-modality Completion Guanzhou Ke Shengfeng He X. Wang Bo Wang Guoqing Chao Y. Zhang Yi Xie HeXing Su 48 0 0 27 Feb 2025
Deep Correlated Prompting for Visual Recognition with Missing Modalities Lianyu Hu Tongkai Shi Wei Feng Fanhua Shang Liang Wan VLM 19 0 0 09 Oct 2024
Robust Facial Reactions Generation: An Emotion-Aware Framework with Modality Compensation Guanyu Hu Jie Wei Siyang Song Dimitrios Kollias Xinyu Yang Zhonglin Sun Odysseus Kaloidas 18 0 0 22 Jul 2024
Missingness-resilient Video-enhanced Multimodal Disfluency Detection Payal Mohapatra Shamika Likhite Subrata Biswas Bashima Islam Qi Zhu 28 2 0 11 Jun 2024
Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality Huy Q. Le Chu Myaet Thwal Yu Qiao Ye Lin Tun Minh N. H. Nguyen Choong Seon Hong Choong Seon Hong 55 3 0 25 Jan 2024
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition Zheng Lian Licai Sun Yong Ren Hao Gu Haiyang Sun Lan Chen Bin Liu Jianhua Tao 11 12 0 07 Jan 2024
Modality-Collaborative Transformer with Hybrid Feature Reconstruction for Robust Emotion Recognition Chengxin Chen Pengyuan Zhang 24 5 0 26 Dec 2023
Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: a Case Study on Hateful Memes Yosuke Miyanishi M. Nguyen 24 2 0 19 Aug 2023
Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling Hu Wang Yuanhong Chen Congbo Ma Jodie Avery Louise Hull G. Carneiro 8 76 0 26 Jul 2023
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources Suraj Rajendran Weishen Pan M. Sabuncu Yong Chen Jiayu Zhou Fei Wang 49 14 0 10 May 2023
CoReFusion: Contrastive Regularized Fusion for Guided Thermal Super-Resolution Aditya Kasliwal Pratinav Seth Sriya Rallabandi Sanchit Singhal 17 10 0 03 Apr 2023
Towards Good Practices for Missing Modality Robust Action Recognition Sangmin Woo Sumin Lee Yeonju Park Muhammad Adi Nugroho Changick Kim 22 42 0 25 Nov 2022
A Multimodal Sensor Fusion Framework Robust to Missing Modalities for Person Recognition Vijay John Yasutomo Kawanishi 14 7 0 20 Oct 2022
Multi-Modal Fusion by Meta-Initialization Matthew Jackson Shreshth A. Malik Michael T. Matthews Yousuf Mohamed-Ahmed 11 0 0 10 Oct 2022
Analyzing Modality Robustness in Multimodal Sentiment Analysis Devamanyu Hazarika Yingting Li Bo Cheng Shuai Zhao Roger Zimmermann Soujanya Poria 29 32 0 30 May 2022
M2R2: Missing-Modality Robust emotion Recognition framework with iterative data augmentation Ning Wang 6 13 0 05 May 2022
Are Multimodal Transformers Robust to Missing Modality? Mengmeng Ma Jian Ren Long Zhao Davide Testuggine Xi Peng ViT 20 145 0 12 Apr 2022
Multimodality in Meta-Learning: A Comprehensive Survey Yao Ma Shilin Zhao Weixiao Wang Yaoman Li Irwin King 32 52 0 28 Sep 2021
Probabilistic Model-Agnostic Meta-Learning Chelsea Finn Kelvin Xu Sergey Levine BDL 165 664 0 07 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 237 11,568 0 09 Mar 2017