1 citations · 2 across the 4 of their papers we have counts for
5 papers · 1 filter
Modality Invariant Multimodal Learning to Handle Missing Modalities: A Single-Branch Approach
Muhammad Saad Saeed, Shah Nawaz, Muhammad Zaigham Zaheer +6
Multimodal networks have demonstrated remarkable performance improvements over their unimodal counterparts. Existing multimodal networks are designed in a multi-branch fashion that…
Classification of Potholes Based on Surface Area Using Pre-Trained Models of Convolutional Neural Network
Chauhdary Fazeel Ahmad, Abdullah Cheema, Waqas Qayyum +5
Potholes are fatal and can cause severe damage to vehicles as well as can cause deadly accidents. In South Asian countries, pavement distresses are the primary cause due to poor su…
Single-branch Network for Multimodal Training
Muhammad Saad Saeed, Shah Nawaz, Muhammad Haris Khan +4
With the rapid growth of social media platforms, users are sharing billions of multimedia posts containing audio, images, and text. Researchers have focused on building autonomous…
Learning Branched Fusion and Orthogonal Projection for Face-Voice Association
Muhammad Saad Saeed, Shah Nawaz, Muhammad Haris Khan +3
Recent years have seen an increased interest in establishing association between faces and voices of celebrities leveraging audio-visual information from YouTube. Prior works adopt…
Fusion and Orthogonal Projection for Improved Face-Voice Association
Muhammad Saad Saeed, Muhammad Haris Khan, Shah Nawaz +2
We study the problem of learning association between face and voice, which is gaining interest in the computer vision community lately. Prior works adopt pairwise or triplet loss f…