Soft Convex Quantization

Robustness-Guided Image Synthesis for Data-Free Quantization

root October 8, 2023 0

The article discusses a new method, Robustness-Guided Image Synthesis (RIS), to improve the semantics and diversity of synthetic images used in data-free quantization. Data-free quantization is a model compression technique…

Artificial Intelligence Computer Vision and Pattern Recognition

Soft Convex Quantization: Revisiting Vector Quantization with Convex Optimization

root October 5, 2023 0

The article presents Soft Convex Quantization (SCQ) as a solution to the challenges of Vector Quantization (VQ) in deep learning. VQ is a technique used for extracting discrete latent representations…

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Soft Convex Quantization

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