2 papers
cs.LG2026
DCER: Dual-Stage Compression and Energy-Based Reconstruction
Yiwen Wang, Jiahao Qin
Multimodal fusion faces two robustness challenges: noisy inputs degrade representation quality, and missing modalities cause prediction failures. We propose DCER, a unified framewo…
cs.CV2026
Learning Domain-Invariant Representations for Cross-Domain Image Registration via Scene-Appearance Disentanglement
Jiahao Qin, Yiwen Wang
Image registration under domain shift remains a fundamental challenge in computer vision and medical imaging: when source and target images exhibit systematic intensity differences…