InfoWorld

The ‘toggle-away’ efficiencies: Cutting AI costs inside the training loop

You don't need the newest GPUs to save money on AI; simple tweaks like "smoke tests" and fixing data bottlenecks can slash ...
IEEE

JPEG Encryption with DC Prediction and Run-Based RS Pairs Permutation

Abstract: JPEG image encryption technology converts original images into noise-like images that do not contain any useful information, ensuring the security and privacy of valuable images. At present, ...
GitHub

Unified Multimodal Understanding via Byte-Pair Visual Encoding

Being-VL-0.5 is an MLLM that combines text and image understanding using a novel approach called Visual Byte-Pair Encoding (vBPE). Instead of treating images and text as completely separate modalities ...
GitHub

ncpu_paper.md

We present nCPU, a software CPU implementation in which every arithmetic logic unit (ALU) operation is executed by a trained PyTorch neural network. Unlike prior work on neural arithmetic, which ...
IEEE

Vertex Encoding for Edge Nonexistence Determination With SIMD Acceleration

Abstract: We propose to design vertex encoding for determinations of no-result edge queries that should not be executed. Edge query is one of the core operations in mainstream graph databases, which ...