Machine Learning Algorithms & Natural Language Processing

Oct 19, 2026 · Artificial Intelligence

VisionHOPE: Self-Modifying Visual Backbone Learns How to Learn Per Image

VisionHOPE introduces a visual backbone that dynamically updates its own learning rules during inference using five coupled memories, achieving 85.2% Top-1 on ImageNet-1K with 52.9M parameters — outperforming VMamba-B while using 60% fewer parameters — and is fully open-sourced under MIT license.