Diffusion and Fick's Law | STEM Concept Videos | MIT OpenCourseWare
Diffusion and Fick's Law | STEM Concept Videos | MIT OpenCourseWare
Apr 6, 2022
mit.edu
What are Diffusion Models? | IBM
What are Diffusion Models? | IBM
Aug 21, 2024
ibm.com
Sequence models have skyrocketed in popularity for their ability to analyze data & predict what to do next. MIT’s "Diffusion Forcing" method combines the strengths of next-token prediction (like w/ChatGPT) & video diffusion (like w/Sora), training neural networks to handle corrupted data while predicting the next steps. This flexible, reliable sequence model helps produce higher-quality artificial videos and guides more precise decision-making for robots & AI agents: https://bit.ly/3BK2wWC Full
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Sequence models have skyrocketed in popularity for their ability to analyze data & predict what to do next. MIT’s "Diffusion Forcing" method combines the strengths of next-token prediction (like w/ChatGPT) & video diffusion (like w/Sora), training neural networks to handle corrupted data while predicting the next steps. This flexible, reliable sequence model helps produce higher-quality artificial videos and guides more precise decision-making for robots & AI agents: https://bit.ly/3BK2wWC Full
1.8K viewsOct 17, 2024
FacebookCSAIL - MIT
MIT: "New technique helps robots pack objects into a tight space Researchers coaxed a family of generative AI models to work together to solve multistep robot manipulation problems." Paper: Compositional Diffusion-Based Continuous Constraint Solvers Authors: Zhutian Yang, Jiayuan Mao, Yilun Du, Jiajun Wu, Joshua B. Tenenbaum, Tomás Lozano-Pérez, Leslie Kaelbling Published in Conference on Robot Learning (CoRL) 2023. https://news.mit.edu/2023/new-technique-helps-robots-pack-objects-tight-space-10
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MIT: "New technique helps robots pack objects into a tight space Researchers coaxed a family of generative AI models to work together to solve multistep robot manipulation problems." Paper: Compositional Diffusion-Based Continuous Constraint Solvers Authors: Zhutian Yang, Jiayuan Mao, Yilun Du, Jiajun Wu, Joshua B. Tenenbaum, Tomás Lozano-Pérez, Leslie Kaelbling Published in Conference on Robot Learning (CoRL) 2023. https://news.mit.edu/2023/new-technique-helps-robots-pack-objects-tight-space-10
523 viewsOct 28, 2023
FacebookMachine Learning and Deep Learning Engineer…
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