AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Gradient Knows Best: Mixed-Precision Quantization via Gradient-Guided Bit Allocation for Super-Resolution
A novel PTQ-based MPQ framework tailored for SR models is proposed that outperforms existing PTQ-based methods by 1.26 dB in peak signal-to-noise ratio (PSNR) on the Urban100 dataset and introduces a dynamic activation range normalization that alleviates the distributional imbalance caused by the absence of BN.
Precise genomic integration of large DNA fragments by donor-directed annealing using prime editing.
A programmable gene replacement tool, named prime assembly (PA), which adapts prime editors to produce one or two pairs of 3'-flaps on both the genome and donor DNA, allowing megabase-scale genomic excision and/or kilobase-scale donor insertion at the gene of interest.