Video-R4: Visual Rumination for Text-Rich Video Reasoning
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YouTubeZac AI Capsule
Video-R4: Visual Rumination for Text-Rich Video Reasoning
This video explores Video-R4, a novel agent that uses visual rumination to understand text-rich videos. It iteratively selects frames, zooms into informative regions, and re-encodes pixels to improve reasoning. Video-R4 achieves state-of-the-art results on various QA tasks, demonstrating the effectiveness of iterative visual rumination for ...
2 months ago
Reaming Tools
15K views · 68 reactions | Simple and easy to use reaming drill bit #tipsandtricks #tools #walls #diy #lifehacks | Tool Sharing | Facebook
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15K views · 68 reactions | Simple and easy to use reaming drill bit #tipsandtricks #tools #walls #diy #lifehacks | Tool Sharing | Facebook
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