2 papers
eess.IV2026
Combined Dictionary Unfolding Network with Gradient-Adaptive Fidelity for Transferable Multi-Source Fusion
Ge Luo, Jun-Jie Huang, Qi Yu +6
Deep Unfolding Network-based methods have emerged as effective solutions for multi-source image fusion by combining model-driven iterative optimization with data-driven deep learni…
cs.CV2025
CLUENet: Cluster Attention Makes Neural Networks Have Eyes
Xiangshuai Song, Jun-Jie Huang, Tianrui Liu +2
Despite the success of convolution- and attention-based models in vision tasks, their rigid receptive fields and complex architectures limit their ability to model irregular spatia…