A modal-guided model fuses multi-point multi-axis vibrations to recover the original sound source by inverting the object's resonant transfer function.
Kingma and Jimmy Ba
3 Pith papers cite this work. Polarity classification is still indexing.
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An autoregressive diffusion model on sparse point trajectories predicts multi-modal future scene dynamics from single images with orders-of-magnitude faster sampling than dense video simulators while matching accuracy.
GTF is an omnidirectional EPI Transformer for light field super-resolution that models horizontal, vertical, 45-degree and 135-degree epipolar geometries, reaching 32.78 dB on benchmarks and top ranks in the NTIRE 2026 challenge.
citing papers explorer
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Hearing the Room Through the Shape of the Drum: Modal-Guided Sound Recovery from Multi-Point Surface Vibrations
A modal-guided model fuses multi-point multi-axis vibrations to recover the original sound source by inverting the object's resonant transfer function.
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Envisioning the Future, One Step at a Time
An autoregressive diffusion model on sparse point trajectories predicts multi-modal future scene dynamics from single images with orders-of-magnitude faster sampling than dense video simulators while matching accuracy.
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GTF: Omnidirectional EPI Transformer for Light Field Super-Resolution
GTF is an omnidirectional EPI Transformer for light field super-resolution that models horizontal, vertical, 45-degree and 135-degree epipolar geometries, reaching 32.78 dB on benchmarks and top ranks in the NTIRE 2026 challenge.