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#video-prediction News & Analysis

2 articles tagged with #video-prediction. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Mar 97/10
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CanvasMAR: Improving Masked Autoregressive Video Prediction With Canvas

Researchers have developed CanvasMAR, a new masked autoregressive video prediction model that generates high-quality videos with fewer sampling steps by using a "canvas" approach that provides global structure early in the generation process. The model demonstrates superior performance on major benchmarks including BAIR, UCF-101, and Kinetics-600, rivaling advanced diffusion-based methods.

AINeutralarXiv – CS AI · Apr 106/10
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A Lightweight Library for Energy-Based Joint-Embedding Predictive Architectures

Facebook Research releases EB-JEPA, an open-source library for learning representations through Joint-Embedding Predictive Architectures that predict in representation space rather than pixel space. The framework demonstrates strong performance across image classification (91% on CIFAR-10), video prediction, and action-conditioned world models, making self-supervised learning more accessible for research and practical applications.