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cs.CV2026
Reparameterized Tensor Ring Functional Decomposition for Multi-Dimensional Data Recovery
Yangyang Xu, Junbo Ke, You-Wei Wen +1
Tensor Ring (TR) decomposition is a powerful tool for high-order data modeling, but is inherently restricted to discrete forms defined on fixed meshgrids. In this work, we propose…
cs.CV2026
Content-Aware Frequency Encoding for Implicit Neural Representations with Fourier-Chebyshev Features
Junbo Ke, Yangyang Xu, You-Wei Wen +1
Implicit Neural Representations (INRs) have emerged as a powerful paradigm for various signal processing tasks, but their inherent spectral bias limits the ability to capture high-…