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Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation
Missing modalities at test time can cause significant degradation in the performance of multimodal systems. In this paper, we presented a simple and parameter-efficient adaptation method for …
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Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation
Missing modalities at test time can cause significant degradation in the performance of multimodal systems. In this paper, we presented a simple and parameter-efficient adaptation method for …
Read moreMMP: Towards Robust Multi-Modal Learning with Masked Modality Projection
In real-world applications, input modalities might be missing due to factors like sensor malfunctions or data constraints. Our recent paper addresses this challenge with a method called …
Read moreMMSFormer: Multimodal Transformer for Material and Semantic Segmentation
Leveraging information across diverse modalities is known to enhance performance on multimodal segmentation tasks. However, effectively fusing information from different modalities remains …
Read moreTourist Guide App
One of my clients asked me if I could help him build an app that works as a tourist guide to the visitors of the most beautiful island in the world.
Read moreDyne - Meet Friends Over Food
Ever find yourself busy? Struggling to get the time to meet with your friends? Well, Dyne is a social app that allows you to meet up with your friends, instantaneously over food while saving …
Read moreDeProof - Uncover The Hidden Truth
Elections must be transparent in order to be acceptable. The challenge was to build an app that can be used to ensure transpart and acceptable election with data security and other security …
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