Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23
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Dec 13, 2023 - Python
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missing-modality
Here are 22 public repositories matching this topic...
A comprehensive review of techniques to address the missing-modality problem for medical images
brats medical-image-segmentation brain-tumor-segmentation multi-modality brats-challenge missing-modality
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Oct 14, 2025
[Paper][ISWC 2023] Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
graph transformer knowledge-graph alignment entity-alignment missing-modality umaea modality-incomplete modality-ambiguous ambiguous-visual-modality
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Mar 14, 2024 - Python
[Paper][COLING 2025] Noise-powered Multi-modal Knowledge Graph Representation Framework
graph transformer knowledge-graph link unified knowledge-graph-completion link-prediction entity-alignment snag multi-modal-knowledge-graph knowledge-graph-representation missing-modality mmkg
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May 11, 2025 - Python
[AAAI 2023 Oral] Official pytorch implementation of "Towards Good Practices for Missing Modality Robust Action Recognition"
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Dec 1, 2022 - Python
[MIDL 2023] MMCFormer: Missing Modality Compensation Transformer for Brain Tumor Segmentation
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Jul 10, 2023 - Python
Official PyTorch Implementation of ModDrop++ [MICCAI 2022 (early accept)]. A simple yet effective approach to tackle missing-modality problem for multi-modality medical imaging data.
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Dec 23, 2023 - Python
[MICCAI 26 Oral, Top 2.2% of Submissions] Interpretable Cross-Modal Alignment for Biomarker Discovery from Unpaired Data
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Aug 25, 2026 - Python
Multimodal Representation Learning under Imperfect Data Conditions: A Survey
natural-language-processing sentiment-analysis corruption survey medical-imaging medical-image-processing medical-image-analysis multimodal-learning multimodal multimodal-deep-learning medical-image-segmentation missing-modalities multimodal-action-recognition missing-modality missing-modal-retrieval corrupted-modalities robust-multimodal-learning awesome-multimodal-learning
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Oct 30, 2025
When Iteration Cannot Help: Single-Pass Missing-Modality MRI Synthesis and What Actually Limits It. Official code for PRIMED (WACV 2027)
pytorch medical-imaging wavelet brain-mri brats medical-image-synthesis glioma ixi wacv monai missing-modality mri-synthesis 3d-medical-imaging wacv-2027
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Oct 31, 2026 - Python
public repository of our work in multi-modal co-learning for missing modality with EO data
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Feb 10, 2026 - Python
2nd place solution for AI4EO MapYourCity Challenge: https://platform.ai4eo.eu/map-your-city
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Sep 21, 2024 - Python
Annotation-driven asymmetric cross-modal attention for robust multimodal sentiment analysis — text-anchored fusion with missing-modality robustness (Information Fusion, Elsevier)
transformers pytorch bert multimodal-sentiment-analysis information-fusion vision-transformer wav2vec2 missing-modality cross-modal-attention mer2024
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May 27, 2026 - Python
Robust camera-radar-LiDAR-GPS fusion for millimeter-wave beam prediction under missing sensor inputs.
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Jul 21, 2026 - Python
Implementation of my Master's thesis "Analyzing Network Architectures and Feature Recovery Methods for Missing Modality Scenarios in Multi-modal Medical Segmentation"
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Sep 16, 2025 - Python
AVAIL-AI · availability-aware ML for incomplete multimodal clinical data · pip install avail-omics · web platform + bring-your-own-compute
python machine-learning bioinformatics reproducible-research neuroimaging missing-data microbiome clinical-research multimodal missing-modality
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Oct 30, 2026 - Python
Summer Research Internship Project made by Jyotirmoy Konwar using (Dr. Debasis Das and Mr. Ayanabha Ghosh(Chad))
transformers adversarial-learning multimodal-learning latent-space asynchronous-time-series missing-modality
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Jul 21, 2025 - Jupyter Notebook
Interpretable, cell-resolved virtual tissue from incomplete spatial multi-omics: one model over H&E, Visium and PhenoCycler that works with whichever modalities exist and reports its uncertainty. Unaite Fellowship for AI in Biology, 2026-27.
machine-learning bioinformatics deep-learning computational-biology representation-learning single-cell uncertainty-quantification cancer-research digital-pathology computational-pathology multimodal-learning spatial-transcriptomics histopathology tumor-microenvironment visium multiplexed-imaging spatial-omics missing-modality ai-for-biology unaite-fellowship
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Nov 2, 2026 - Python
Missing-modality robust pathology-conditioned routing for multi-sequence cardiac CMR segmentation
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Aug 7, 2026 - Python
[MM 2026] Official implementation of MRAF: Missing-Token Prompted Reliability-Aware Fusion for Robust Polyglot Speaker Identification.
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Oct 28, 2026 - Python
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