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PSA: Messaging apps are lowering the quality of your photos and videos

If you’d like to keep the full, original quality of your images (and videos) in messaging apps, there are a couple of ...
IEEE

Research on Compression Algorithms for Time Series Prediction Models in Source Measure Units Based on Pruning, Quantization, and Knowledge Distillation

Abstract: The BA-Informer algorithm is a specialized timeseries forecasting model designed to enhance measurement efficiency in source measure unit (SMU). Although it achieves high prediction accuracy ...
IEEE

A Sparsity Based Adaptive Compression Algorithm for Model Compression

Abstract: With the development of convolutional neural networks, the scale of activation data has increased dramatically, posing significant challenges to model storage and computation. The insight ...