4 papers
Reducing the Adaptation Gap Through Reachable Fisher Geometry
Wasif Jalal, Sachin Deb, Asif Salekin
Parameter-efficient fine-tuning (PEFT) determines not only how many parameters are trained, but also which local directions a model can move in, so similar adapters can affect subg…
NCO4CVRP: Neural Combinatorial Optimization for the Capacitated Vehicle Routing Problem
Mahir Labib Dihan, Md. Ashrafur Rahman Khan, Wasif Jalal +2
Neural Combinatorial Optimization (NCO) has emerged as a powerful framework for solving combinatorial optimization problems by integrating deep learning-based models. This work foc…
EVCC: Enhanced Vision Transformer-ConvNeXt-CoAtNet Fusion for Classification
Kazi Reyazul Hasan, Md Nafiu Rahman, Wasif Jalal +4
Hybrid vision architectures combining Transformers and CNNs have significantly advanced image classification, but they usually do so at significant computational cost. We introduce…
BrainRotViT: Transformer-ResNet Hybrid for Explainable Modeling of Brain Aging from 3D sMRI
Wasif Jalal, Md Nafiu Rahman, Atif Hasan Rahman +1
Accurate brain-age estimation from structural MRI provides a valuable biomarker for studying healthy aging and neurodegenerative disease. We propose BrainRotViT (Brain ResNet over…