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cs.CV2026
CoordFormer: Give Me Any Coordinates and I Will Give You Labels
Iacopo Curti, Pierluigi Zama Ramirez, Alioscia Petrelli +1
Semantic segmentation on very-high-resolution images remains challenging due to the high computational cost and the difficulty of capturing fine-grained details. We propose CoordFo…
cs.CV2026
Spectral Gating via Damped Oscillations for Adaptive Implicit Neural Representations
Alex Costanzino, Pierluigi Zama Ramirez, Giuseppe Lisanti +1
Implicit Neural Representations (INRs) have been proven successful in encoding continuous signals through coordinate-based networks, yet facing a spectral dilemma: periodic activat…