الباحثون

Jiankuo Zhao

المنشورات 2

نسخة أولية وصول مفتوح

VisionHOPE: Visual Backbones as Self-Modifying Learning Systems

Siran Peng, Tianshuo Zhang, Tianyu Fu وآخرون · 2026

Visual backbones have evolved from Convolutional Neural Networks (CNNs) with local aggregation to Vision Transformers (ViTs) with global interactions, State-Space Models (SSMs) with input-dependent state transitions, and Test-Time Training (TTT) layers that adapt an inner learner while processing an image. Across this …

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