Our Research Projects
Foundations and Recent Trends in Robust Multimodal Learning
M. Salman Asif, Md Kaykobad Reza
ICIP 2025 Tutorial
Robust Multimodal Learning via Cross-Modal Proxy Tokens
Md Kaykobad Reza, Ameya Patil, Mashhour Solh, M. Salman Asif
Transactions on Machine Learning Research
MMSFormer: Multimodal Transformer for Material and Semantic Segmentation
Md Kaykobad Reza, Ashley Prater-Bennette, and M. Salman Asif
IEEE Open Journal of Signal Processing (OJSP) 2024
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation
Md Kaykobad Reza, Ashley Prater-Bennette, and M. Salman Asif
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2024
Targeted Unlearning with Single Layer Unlearning Gradient
Zikui Cai, Yaoteng Tan, M. Salman Asif
International Conference on Machine Learning (ICML) 2025
Domain Expansion via Network Adaptation for Solving Inverse Problems
Nebiyou Yismaw, Ulugbek S. Kamilov, M. Salman Asif
IEEE Transactions on Computational Imaging (TCI) 2024