Tech Times

Compile Once, Run Offline: New AI Method Matches 32B Models With a 23MB File

Local AI inference at 32B-parameter quality, no cloud API required: University of Waterloo researchers released PAW on July 2 ...
IEEE

PECTP: Parameter-Efficient Cross-Task Prompts for Incremental Vision Transformer

Abstract: Incremental Learning (IL) aims to learn deep models on sequential tasks continually, where each new task includes a batch of new classes and deep models have no access to task ID information ...
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Putin labels Zelenskyy's letter as 'impudent' and directs military to 'execute the task'

Vladimir Putin has dismissed President Zelenskyy's suggestion for a meeting as 'pointless,' describing a letter from Zelenskyy, which referenced Ukraine's significant strikes within Russia, as ...
IEEE

High-Fidelity Remote Sensing-Based Solar Panel Mapping Using a Parameter-Efficient UNet With Dilated Multi-Scale Convolutions and Lightweight Attention

Abstract: High-resolution image segmentation is computationally intensive, and accurately delineating fine object boundaries remains a significant challenge. We propose DMCU-Net, a parameter-efficient ...