Metriplector treats neural computation as coupled metriplectic field dynamics whose stress-energy tensor readout achieves competitive results on vision, control, Sudoku, language modeling, and pathfinding with small parameter counts.
CliffordNet: All you need is geometric algebra.arXiv preprint arXiv:2601.06793
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A Clifford algebra feature fusion network with lightweight U-Net and Retinex-based adjustment enables millisecond-level 4K/8K low-light enhancement on consumer hardware while claiming to beat prior models.
citing papers explorer
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Metriplector: From Field Theory to Neural Architecture
Metriplector treats neural computation as coupled metriplectic field dynamics whose stress-energy tensor readout achieves competitive results on vision, control, Sudoku, language modeling, and pathfinding with small parameter counts.
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UHD Low-Light Image Enhancement via Real-Time Enhancement Methods with Clifford Information Fusion
A Clifford algebra feature fusion network with lightweight U-Net and Retinex-based adjustment enables millisecond-level 4K/8K low-light enhancement on consumer hardware while claiming to beat prior models.