BIOENGINEER

Dual-Stream AI Combines Compression Clues and Deep Vision to Expose Doctored Images

Researchers have developed a dual-stream convolutional neural network that fuses RGB imagery with vectorized Error Level ...
BIOENGINEER

Shrinking Neural Networks Under Noise: New Study Maps Compression Trade-Offs Across Chips

A new study systematically benchmarks five CNN compression techniques across GPUs, CPUs, and noisy data, finding that the ...
EurekAlert!

Compression using automatically differentiable tensor networks: Fewer parameters with equal or better performance

(A) Illustration of a convolutional neural network (NN) whose variational parameters (T) are encoded in the automatically differentiable tensor network (ADTN) shown in (B). The ADTN contains many ...
Hosted on MSN

Nvidia demos neural texture compression, claiming 85% less VRAM use

Nvidia researchers have proposed a neural compression method for material textures that, according to results reported in their preprint, can significantly reduce the texture memory footprint during ...
TechSpot

Intel joins Nvidia in pushing neural texture compression, can shrink game assets by up to 18x

Forward-looking: Intel is pitching a new way to pack game textures that leans heavily on neural networks but still nods to traditional block compression. The company's Texture Set Neural Compression, ...