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macs-optimization

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ictup / AI-Enabled-Robust-SVD-Operator-for-Wireless-Communication

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LoMACS-SVDNet: PyTorch model for MIMO SVD (no QR/SVD/EVD), orthogonality via NOR, FFT gating, projected attention, structured pruning. Score 63 — 4th (Third Prize).

deep-neural-networks deep-learning signal-processing pytorch matrix-factorization fft svd attention-mechanism wireless-communication low-rank-approximation mimo structured-pruning orthogonality stiefel-manifold-optimization macs-optimization
  • Updated May 16, 2026
  • Python

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