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Ali Haider

2 accepted papers

2026

I-INR: Iterative Implicit Neural Representations

AAAI 2026technical

Implicit Neural Representations (INRs) have revolutionized signal processing and computer vision by modeling signals as continuous, differentiable functions parameterized by neural networks. However, INRs are prone to the spectral bias problem, limiting their ability to retain high-frequency informa

Cited by 0SourcePDFScholar
2024

Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model

AAAI 2024technical

A significant volume of analog information, i.e., documents and images, have been digitized in the form of scanned copies for storing, sharing, and/or analyzing in the digital world. However, the quality of such contents is severely degraded by various distortions caused by printing, storing, and sc…

Cited by 2SourcePDFScholar