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SMIL: Multimodal Learning with Severely Missing Modality

SMIL: Multimodal Learning with Severely Missing Modality

9 March 2021
Mengmeng Ma
Jian Ren
Long Zhao
Sergey Tulyakov
Cathy H. Wu
Xi Peng
ArXivPDFHTML

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

50 / 124 papers shown
Title
Decoupled Multimodal Prototypes for Visual Recognition with Missing Modalities
Decoupled Multimodal Prototypes for Visual Recognition with Missing Modalities
Jueqing Lu
Yuanyuan Qi
Xiaohao Yang
Shujie Zhou
Lan Du
14
0
0
13 May 2025
Synergy-CLIP: Extending CLIP with Multi-modal Integration for Robust Representation Learning
Synergy-CLIP: Extending CLIP with Multi-modal Integration for Robust Representation Learning
Sangyeon Cho
Jangyeong Jeon
Mingi Kim
Junyeong Kim
CLIP
VLM
76
0
0
30 Apr 2025
Are you SURE? Enhancing Multimodal Pretraining with Missing Modalities through Uncertainty Estimation
Are you SURE? Enhancing Multimodal Pretraining with Missing Modalities through Uncertainty Estimation
Duy Nguyen
Quan Huu Do
Khoa D. Doan
Minh N. Do
27
0
0
18 Apr 2025
FedRecon: Missing Modality Reconstruction in Distributed Heterogeneous Environments
FedRecon: Missing Modality Reconstruction in Distributed Heterogeneous Environments
Junming Liu
Guosun Zeng
Ding Wang
Yanting Gao
Yufei Jin
38
0
0
14 Apr 2025
Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoder
Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoder
Junjie Zhou
Jiao Tang
Yingli Zuo
Peng Wan
Daoqiang Zhang
Wei Shao
58
0
0
12 Mar 2025
Attention Bootstrapping for Multi-Modal Test-Time Adaptation
Yusheng Zhao
Junyu Luo
Xiao Luo
Jinsheng Huang
Jingyang Yuan
Zhiping Xiao
M. Zhang
TTA
85
0
0
04 Mar 2025
Distilled Prompt Learning for Incomplete Multimodal Survival Prediction
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
Efficient Prompting for Continual Adaptation to Missing Modalities
Zirun Guo
Shulei Wang
Wang Lin
Weicai Yan
Yangyang Wu
Tao Jin
CLL
VLM
49
2
0
01 Mar 2025
Knowledge Bridger: Towards Training-free Missing Multi-modality Completion
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
50
0
0
27 Feb 2025
Modality-missing RGBT Tracking: Invertible Prompt Learning and High-quality Benchmarks
Modality-missing RGBT Tracking: Invertible Prompt Learning and High-quality Benchmarks
Andong Lu
Jiacong Zhao
Chenglong Li
Jin Tang
Bin Luo
VLM
55
4
0
31 Dec 2024
Bag of Tricks for Multimodal AutoML with Image, Text, and Tabular Data
Bag of Tricks for Multimodal AutoML with Image, Text, and Tabular Data
Zhiqiang Tang
Zihan Zhong
Tong He
Gerald Friedland
73
0
0
19 Dec 2024
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical
  Representation Learning
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
M. Li
Dingkang Yang
Y. Liu
Shunli Wang
Jiawei Chen
...
Xiaolu Hou
Mingyang Sun
Ziyun Qian
Dongliang Kou
L. Zhang
37
1
0
05 Nov 2024
SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor
  Geological Survey
SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey
Kien X. Nguyen
Fengchun Qiao
Arthur Trembanis
Xi Peng
21
0
0
31 Oct 2024
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales
Tang Li
Mengmeng Ma
Xi Peng
29
2
0
31 Oct 2024
Deep Correlated Prompting for Visual Recognition with Missing Modalities
Deep Correlated Prompting for Visual Recognition with Missing Modalities
Lianyu Hu
Tongkai Shi
Wei Feng
Fanhua Shang
Liang Wan
VLM
22
0
0
09 Oct 2024
MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection
MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection
Niki Nezakati
Md Kaykobad Reza
Ameya Patil
Mashhour Solh
M. Salman Asif
27
1
0
03 Oct 2024
A Multimodal Single-Branch Embedding Network for Recommendation in
  Cold-Start and Missing Modality Scenarios
A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios
Christian Ganhor
Marta Moscati
Anna Hausberger
Shah Nawaz
Markus Schedl
26
2
0
26 Sep 2024
Global-Local Distillation Network-Based Audio-Visual Speaker Tracking with Incomplete Modalities
Global-Local Distillation Network-Based Audio-Visual Speaker Tracking with Incomplete Modalities
Yidi Li
Yihan Li
Yixin Guo
Bin Ren
Zhenhuan Xu
Hao Guo
Hong Liu
N. Sebe
29
0
0
26 Aug 2024
Modality Invariant Multimodal Learning to Handle Missing Modalities: A
  Single-Branch Approach
Modality Invariant Multimodal Learning to Handle Missing Modalities: A Single-Branch Approach
Muhammad Saad Saeed
Shah Nawaz
Muhammad Zaigham Zaheer
Muhammad Haris Khan
Karthik Nandakumar
Muhammad Haroon Yousaf
Hassan Sajjad
Tom De Schepper
Markus Schedl
18
0
0
14 Aug 2024
Depth Helps: Improving Pre-trained RGB-based Policy with Depth
  Information Injection
Depth Helps: Improving Pre-trained RGB-based Policy with Depth Information Injection
Xincheng Pang
Wenke Xia
Zhigang Wang
Bin Zhao
Di Hu
Dong Wang
Xuelong Li
28
3
0
09 Aug 2024
Chameleon: Images Are What You Need For Multimodal Learning Robust To
  Missing Modalities
Chameleon: Images Are What You Need For Multimodal Learning Robust To Missing Modalities
Muhammad Irzam Liaqat
Shah Nawaz
Muhammad Zaigham Zaheer
M. S. Saeed
Hassan Sajjad
Tom De Schepper
Karthik Nandakumar
Muhammad Haris Khan
21
1
0
23 Jul 2024
Learning Trimodal Relation for AVQA with Missing Modality
Learning Trimodal Relation for AVQA with Missing Modality
Kyu Ri Park
Hong Joo Lee
Jung Uk Kim
29
1
0
23 Jul 2024
Robust Facial Reactions Generation: An Emotion-Aware Framework with
  Modality Compensation
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
21
0
0
22 Jul 2024
PASSION: Towards Effective Incomplete Multi-Modal Medical Image
  Segmentation with Imbalanced Missing Rates
PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates
Junjie Shi
Caozhi Shang
Zhaobin Sun
Li Yu
Xin Yang
Zengqiang Yan
22
3
0
20 Jul 2024
Missing Modality Prediction for Unpaired Multimodal Learning via Joint
  Embedding of Unimodal Models
Missing Modality Prediction for Unpaired Multimodal Learning via Joint Embedding of Unimodal Models
Donggeun Kim
Taesup Kim
19
3
0
17 Jul 2024
Adaptive Cascading Network for Continual Test-Time Adaptation
Adaptive Cascading Network for Continual Test-Time Adaptation
Kien X. Nguyen
Fengchun Qiao
Xi Peng
TTA
CLL
VLM
19
1
0
17 Jul 2024
Multimodal Prompt Learning with Missing Modalities for Sentiment
  Analysis and Emotion Recognition
Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition
Zirun Guo
Tao Jin
Zhou Zhao
29
9
0
07 Jul 2024
Beyond the Federation: Topology-aware Federated Learning for
  Generalization to Unseen Clients
Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients
Mengmeng Ma
Tang Li
Xi Peng
76
4
0
06 Jul 2024
ADAPT: Multimodal Learning for Detecting Physiological Changes under
  Missing Modalities
ADAPT: Multimodal Learning for Detecting Physiological Changes under Missing Modalities
Julie Mordacq
Léo Milecki
Maria Vakalopoulou
Steve Oudot
Vicky Kalogeiton
OffRL
MedIm
28
3
0
04 Jul 2024
CLHOP: Combined Audio-Video Learning for Horse 3D Pose and Shape
  Estimation
CLHOP: Combined Audio-Video Learning for Horse 3D Pose and Shape Estimation
Ci Li
Elin Hernlund
Hedvig Kjellström
Silvia Zuffi
3DH
26
2
0
01 Jul 2024
Graph Neural Networks in Histopathology: Emerging Trends and Future
  Directions
Graph Neural Networks in Histopathology: Emerging Trends and Future Directions
Siemen Brussee
Giorgio Buzzanca
Anne M.R. Schrader
Jesper Kers
53
8
0
18 Jun 2024
Leveraging Foundation Models for Multi-modal Federated Learning with
  Incomplete Modality
Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality
Liwei Che
Jiaqi Wang
Xinyue Liu
Fenglong Ma
23
2
0
16 Jun 2024
MDA: An Interpretable Multi-Modal Fusion with Missing Modalities and
  Intrinsic Noise
MDA: An Interpretable Multi-Modal Fusion with Missing Modalities and Intrinsic Noise
Lin Fan
Yafei Ou
Cenyang Zheng
Pengyu Dai
Tamotsu Kamishima
Masayuki Ikebe
Kenji Suzuki
Xun Gong
28
0
0
15 Jun 2024
Missingness-resilient Video-enhanced Multimodal Disfluency Detection
Missingness-resilient Video-enhanced Multimodal Disfluency Detection
Payal Mohapatra
Shamika Likhite
Subrata Biswas
Bashima Islam
Qi Zhu
36
2
0
11 Jun 2024
Dealing with All-stage Missing Modality: Towards A Universal Model with
  Robust Reconstruction and Personalization
Dealing with All-stage Missing Modality: Towards A Universal Model with Robust Reconstruction and Personalization
Yunpeng Zhao
Cheng Chen
Qing You Pang
Quanzheng Li
Carol Tang
B. Ang
Yueming Jin
21
0
0
04 Jun 2024
Modally Reduced Representation Learning of Multi-Lead ECG Signals
  through Simultaneous Alignment and Reconstruction
Modally Reduced Representation Learning of Multi-Lead ECG Signals through Simultaneous Alignment and Reconstruction
Nabil Ibtehaz
Masood S. Mortazavi
16
0
0
24 May 2024
Joint Analysis of Single-Cell Data across Cohorts with Missing
  Modalities
Joint Analysis of Single-Cell Data across Cohorts with Missing Modalities
Marianne Arriola
Weishen Pan
Manqi Zhou
Qiannan Zhang
Chang Su
Fei-Yue Wang
32
0
0
18 May 2024
All in One Framework for Multimodal Re-identification in the Wild
All in One Framework for Multimodal Re-identification in the Wild
He Li
Mang Ye
Ming Zhang
Bo Du
25
9
0
08 May 2024
TI-ASU: Toward Robust Automatic Speech Understanding through
  Text-to-speech Imputation Against Missing Speech Modality
TI-ASU: Toward Robust Automatic Speech Understanding through Text-to-speech Imputation Against Missing Speech Modality
Tiantian Feng
Xuan Shi
Rahul Gupta
Shrikanth S. Narayanan
41
0
0
27 Apr 2024
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment
  Analysis with Incomplete Modalities
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities
Mingcheng Li
Dingkang Yang
Xiao Zhao
Shuai Wang
Yan Wang
Kun Yang
Mingyang Sun
Dongliang Kou
Ziyun Qian
Lihua Zhang
33
8
0
25 Apr 2024
SwinFuSR: an image fusion-inspired model for RGB-guided thermal image
  super-resolution
SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution
Cyprien Arnold
Philippe Jouvet
Lama Seoud
27
0
0
22 Apr 2024
LITE: Modeling Environmental Ecosystems with Multimodal Large Language
  Models
LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models
Haoran Li
Junqi Liu
Zexian Wang
Shiyuan Luo
Xiaowei Jia
Huaxiu Yao
19
3
0
01 Apr 2024
Reconstruct before Query: Continual Missing Modality Learning with
  Decomposed Prompt Collaboration
Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration
Shu Zhao
Xiaohan Zou
Tan Yu
Huijuan Xu
25
1
0
17 Mar 2024
Borrowing Treasures from Neighbors: In-Context Learning for Multimodal
  Learning with Missing Modalities and Data Scarcity
Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data Scarcity
Zhuo Zhi
Ziquan Liu
M. Elbadawi
Adam Daneshmend
Mine Orlu
Abdul Basit
Andreas Demosthenous
Miguel R. D. Rodrigues
22
2
0
14 Mar 2024
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal
  Fusion with Missing Modality and Modal Inconsistency
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency
Wenfang Yao
Kejing Yin
William K. Cheung
Jia Liu
Jing Qin
MedIm
16
14
0
10 Mar 2024
A Study of Dropout-Induced Modality Bias on Robustness to Missing Video
  Frames for Audio-Visual Speech Recognition
A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition
Yusheng Dai
Hang Chen
Jun Du
Ruoyu Wang
Shihao Chen
Jie Ma
Haotian Wang
Chin-Hui Lee
38
4
0
07 Mar 2024
Can Text-to-image Model Assist Multi-modal Learning for Visual
  Recognition with Visual Modality Missing?
Can Text-to-image Model Assist Multi-modal Learning for Visual Recognition with Visual Modality Missing?
Tiantian Feng
Daniel Yang
Digbalay Bose
Shrikanth Narayanan
27
4
0
14 Feb 2024
Examining Modality Incongruity in Multimodal Federated Learning for
  Medical Vision and Language-based Disease Detection
Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection
Pramit Saha
Divyanshu Mishra
Felix Wagner
Konstantinos Kamnitsas
J. A. Noble
16
5
0
07 Feb 2024
Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation
Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation
Ruiping Liu
Jiaming Zhang
Kunyu Peng
Yufan Chen
Ke Cao
Junwei Zheng
M. Sarfraz
Kailun Yang
Rainer Stiefelhagen
VLM
32
7
0
30 Jan 2024
Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality
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
60
4
0
25 Jan 2024
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