Frontiers

Signal Processing for Representation Learning: Theoretical Foundations and Emerging Applications

Representation learning lies at the core of modern artificial intelligence, enabling neural networks to uncover meaningful, ...

Gemini 3 Agentic Vision Proves Image Analysis Needs Reasoning Not Guesswork

Gemini Agentic Vision extracts image elements and normalizes bar charts for clear comparisons, helping you explain complex ...
IEEE

JPEG AI: The First International Standard for Image Coding Based on an End-to-End Learning-Based Approach

Abstract: In 2019, the JPEG Standardization Committee initiated JPEG AI to define the first image coding specifications, taking advantage of an end-to-end learning-based coding approach. The JPEG AI ...
IEEE

Fast and High-Performance Learned Image Compression With Improved Checkerboard Context Model, Deformable Residual Module, and Knowledge Distillation

Abstract: Deep learning-based image compression has made great progresses recently. However, some leading schemes use serial context-adaptive entropy model to improve the rate-distortion (R-D) ...

This sensational macro image strikes again – winning another major international photo award

A perspective that was never seen before: the underwater shot 'Fractal Forest' continues its winning run in the global ...