Topic
Machine learning
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News AI
Researchers demonstrate adaptive multi-token prediction to accelerate language models
A study introduced an adaptive speculation framework for multi-token prediction in large language models, adjusting drafting horizons dynamically to prevent wasted compute on rejected token suffixes.
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News AI
Researchers demonstrate Video Geometry Corrector to repair warping in AI video
Researchers from UC Merced, NTU, Peking University, and CMU introduced a post-hoc model that repairs 3D structural warping and parallax failure in generated videos without modifying the base diffusion models.
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News AI
Researchers demonstrate speculative forcing for real-time autoregressive video diffusion
An arXiv preprint introduces speculative forcing to achieve a 1.35x speedup in autoregressive video generation, maintaining visual quality with 2.5 denoising steps per token on continuous camera benchmarks.