2 citations · 2 across the 1 of their papers we have counts for
2 papers
cs.LG2025★ 2 cited
Robult: Leveraging Redundancy and Modality Specific Features for Robust Multimodal Learning
Duy A. Nguyen, Abhi Kamboj, Minh N. Do
Addressing missing modalities and limited labeled data is crucial for advancing robust multimodal learning. We propose Robult, a scalable framework designed to mitigate these chall…
cs.LG2025
Towards Achieving Perfect Multimodal Alignment
Abhi Kamboj, Minh N. Do
Multimodal alignment constructs a joint latent vector space where modalities representing the same concept map to neighboring latent vectors. We formulate this as an inverse proble…