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Adding TTT layers into a pre-trained Transformer enables generating a one-minute clip from text storyboards.
Videos, code & annotations released
#AI #VideoGeneration #MachineLearning #DeepLearning #Transformers #TTT #GenerativeAI
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✨End-to-End Test-Time Training for Long Context
📝 Summary:
This paper proposes End-to-End Test-Time Training TTT-E2E for long-context language modeling, treating it as continual learning. It uses a standard Transformer, learning at test time and improving initialization via meta-learning. TTT-E2E scales well and offers constant inference latency, being m...
🔹 Publication Date: Published on Dec 29, 2025
🔹 Paper Links:
• arXiv Page: https://arxivlens.com/PaperView/Details/end-to-end-test-time-training-for-long-context-6176-bf8fd7e6
• PDF: https://arxiv.org/pdf/2512.23675
• Github: https://github.com/test-time-training/e2e
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For more data science resources:
✓ https://t.iss.one/DataScienceT
#TestTimeTraining #LongContext #LanguageModels #Transformers #ContinualLearning
📝 Summary:
This paper proposes End-to-End Test-Time Training TTT-E2E for long-context language modeling, treating it as continual learning. It uses a standard Transformer, learning at test time and improving initialization via meta-learning. TTT-E2E scales well and offers constant inference latency, being m...
🔹 Publication Date: Published on Dec 29, 2025
🔹 Paper Links:
• arXiv Page: https://arxivlens.com/PaperView/Details/end-to-end-test-time-training-for-long-context-6176-bf8fd7e6
• PDF: https://arxiv.org/pdf/2512.23675
• Github: https://github.com/test-time-training/e2e
==================================
For more data science resources:
✓ https://t.iss.one/DataScienceT
#TestTimeTraining #LongContext #LanguageModels #Transformers #ContinualLearning