Search Results - "Reza, Md Kaykobad"
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MMSFormer: Multimodal Transformer for Material and Semantic Segmentation
Published in IEEE open journal of signal processing (2024)“…Leveraging information across diverse modalities is known to enhance performance on multimodal segmentation tasks. However, effectively fusing information from…”
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Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation
Published 07-10-2024“…Multimodal learning seeks to utilize data from multiple sources to improve the overall performance of downstream tasks. It is desirable for redundancies in the…”
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Journal Article -
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MMSFormer: Multimodal Transformer for Material and Semantic Segmentation
Published 07-04-2024“…Leveraging information across diverse modalities is known to enhance performance on multimodal segmentation tasks. However, effectively fusing information from…”
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Journal Article -
4
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation
Published in IEEE transactions on pattern analysis and machine intelligence (10-10-2024)“…Multimodal learning seeks to utilize data from multiple sources to improve the overall performance of downstream tasks. It is desirable for redundancies in the…”
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Journal Article -
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MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection
Published 03-10-2024“…Multimodal learning seeks to combine data from multiple input sources to enhance the performance of different downstream tasks. In real-world scenarios,…”
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Model, Analyze, and Comprehend User Interactions and Various Attributes within a Social Media Platform
Published 23-03-2024“…How can we effectively model, analyze, and comprehend user interactions and various attributes within a social media platform based on post-comment…”
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