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cs.GR2026
The Shape of Speech: A Geometric Measure of Coarticulation for Speech-Driven 3D Facial Animation
Danzel Serrano, Przemyslaw Musialski
Speech-driven 3D facial animation can reproduce recognizable mouth poses. However, it can simplify the motion between them, and that motion carries coarticulation, the way the soun…
cs.LG2026
HOSC: A Periodic Activation with Saturation Control for High-Fidelity Implicit Neural Representations
Michal Jan Wlodarczyk, Danzel Serrano, Przemyslaw Musialski
Periodic activations such as sine preserve high-frequency information in implicit neural representations (INRs) through their oscillatory structure, but often suffer from gradient…