IEEE

VP-JND:Visual Perception Assisted Deep Picture-Wise Just Noticeable Difference Prediction Model for Image Compression

Abstract: The Picture-Wise Just Noticeable Difference (PW-JND) represents the visibility threshold of human vision when viewing distorted images. The PW-JND plays an important role in perceptual image ...
GitHub

LLM model quantization (compression) toolkit with hw acceleration support for Nvidia CUDA, AMD ROCm, Intel XPU and Intel/AMD/Apple CPU via HF, vLLM, and SGLang.

09/04/2025 4.1.0: Meituan LongCat Flash Chat, Llama 4, GPT-OSS (BF16), and GLM-4.5-Air support. New experimental mock_quantization config to skip complex computational code paths during quantization ...
KnowTechie

Apple’s iPhone 18 delayed until 2027—here’s the new launch plan

Get ready for a shake-up in Apple’s iPhone lineup! The base iPhone 18 is taking a backseat until spring 2027, as Apple shifts gears to spotlight Pro and foldable innovations. Welcome to a new era of ...
IEEE

Exploring Model Compression Techniques for Efficient 1D CNN-Based Hand Gesture Recognition on Resource-Constrained Edge Devices

Abstract: Tiny Machine Learning is undergoing rapid evolution in the context of edge computing and intelligent Internet of Things (IoT) devices. This paper investigates the potential of model ...