Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Mar 18, 2026 · Artificial Intelligence

Breaking the ‘See‑then‑Think’ Barrier: Real‑Time ‘See‑and‑Think’ for VLMs (CVPR 2026)

The paper introduces TaYS (Think‑as‑You‑See), a streaming chain‑of‑thought framework that replaces the traditional “watch‑then‑think” video inference pipeline with a parallel, real‑time “watch‑and‑think” approach, dramatically reducing latency and improving accuracy on complex video reasoning tasks.

Dual KV-CacheReal-time VideoStreaming Inference
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Breaking the ‘See‑then‑Think’ Barrier: Real‑Time ‘See‑and‑Think’ for VLMs (CVPR 2026)