WinBuzzer

DeepSeek Unveils ‘mHC’ Architecture to Fix AI Training Instability Amid Chip Bans

DeepSeek has introduced Manifold-Constrained Hyper-Connections (mHC), a novel architecture that stabilizes AI training and ...
IEEE

Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models

Abstract: Recent Multi-modal Large Language Models (MLLMs) have been challenged by the computational overhead resulting from massive video frames, often alleviated through compression strategies.
GitHub

LZ4 - Extremely fast compression

LZ4 is lossless compression algorithm, providing compression speed > 500 MB/s per core, scalable with multi-cores CPU. It features an extremely fast decoder, with speed in multiple GB/s per core, ...
IEEE

Multi-Scale Moving Object Detection in Complex Video Using a Modified Encoder-Decoder Framework

Abstract: Computer vision frequently applies background subtraction (BGS) as a core technique, particularly in fields such as surveillance, object detection, and motion analysis. The main goal of BGS ...