Abstract: This work introduces Semantically Masked Vector Quantized Generative Adversarial Network (SQ-GAN), a novel approach integrating semantically driven image coding and vector quantization to ...
Photonic compressive sensing (PCS), a paradigm for broadband sparse radio frequency (RF) signal acquisition, is recognized for its ability to significantly reduce sampling rate. However, conventional ...
TurboQuant compresses the key-value cache to 3-4 bits per coordinate with zero accuracy loss on standard benchmarks, achieving 3.4-4.3x memory compression and enabling significantly longer context ...
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