2 citations · 2 across the 17 of their papers we have counts for
8 papers · 1 filter
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…
The Token Is a Group Element: On Lie-Algebra Attention over Matrix Lie Groups
Przemyslaw Musialski
We place the attention token on the group: a token is an element of a matrix Lie group -- a bare transformation, with no feature payload and no external action car…
StippleDiffusion: Capacity-Constrained Stippling using Controlled Diffusion
Ofir Gilad, Aleksander Plocharski, Przemyslaw Musialski +1
Stipple patterns, point sets whose local density tracks a target image, are traditionally produced by per-density iterative optimizers, which are slow, non-differentiable, and must…
STEP-Parts: Geometric Partitioning of Boundary Representations for Large-Scale CAD Processing
Shen Fan, Mikołaj Kida, Przemyslaw Musialski
Many CAD learning pipelines discretize Boundary Representations (B-Reps) into triangle meshes, discarding analytic surface structure and topological adjacency and thereby weakening…
INST-Align: Implicit Neural Alignment for Spatial Transcriptomics via Canonical Expression Fields
Bonian Han, Cong Qi, Przemyslaw Musialski +1
Spatial transcriptomics (ST) measures mRNA expression while preserving spatial organization, but multi-slice analysis faces two coupled difficulties: large non-rigid deformations a…
Beyond Segmentation: Structurally Informed Facade Parsing from Imperfect Images
Maciej Janicki, Aleksander Plocharski, Przemyslaw Musialski
Standard object detectors typically treat architectural elements independently, often resulting in facade parsings that lack the structural coherence required for downstream proced…
What a Comfortable World: Ergonomic Principles Guided Apartment Layout Generation
Piotr Nieciecki, Aleksander Plocharski, Przemyslaw Musialski
Current data-driven floor plan generation methods often reproduce the ergonomic inefficiencies found in real-world training datasets. To address this, we propose a novel approach t…
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…