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cs.CV2026
RemEdit: Efficient Diffusion Editing with Riemannian Geometry
Eashan Adhikarla, Brian D. Davison
Controllable image generation is fundamental to the success of modern generative AI, yet it faces a critical trade-off between semantic fidelity and inference speed. The RemEdit di…
cs.CV2025
Diffusion Models for Low-Light Image Enhancement: A Multi-Perspective Taxonomy and Performance Analysis
Eashan Adhikarla, Yixin Liu, Brian D. Davison
Low-light image enhancement (LLIE) is vital for safety-critical applications such as surveillance, autonomous navigation, and medical imaging, where visibility degradation can impa…