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Week of Events
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Jump-starting Embodied Intelligence
Jump-starting Embodied Intelligence
Abstract: AI has revolutionized the way we interact online. Despite this, it hasn't quite made the leap when it comes to tasks like cooking dinner…
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Challenges in Improving and Applying Generative Models
Challenges in Improving and Applying Generative Models
Abstract: The emergence of powerful, ever more universal models such as ChatGPT, and stable Diffusion, made generative modeling (GM) undoubtedly a focal point for modern…
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Unlocking Language Models: Controlling LMs to Enable NLP for All
Unlocking Language Models: Controlling LMs to Enable NLP for All
Abstract: Large language models (LLMs) have soared in popularity in recent years, thanks to their ability to generate well-formed natural language answers for a myriad…
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U-learning for Prediction Inference via Combinatory Multi-Subsampling: With Applications to LASSO and Neural Networks
U-learning for Prediction Inference via Combinatory Multi-Subsampling: With Applications to LASSO and Neural Networks
Abstract: Epigenetic aging clocks play a pivotal role in estimating an individual's biological age through the examination of DNA methylation patterns at numerous CpG (Cytosine-phosphate-Guanine)…
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MAD Games – Multi-Agent Dynamic Games: What can you learn from Autonomous Racing?
MAD Games – Multi-Agent Dynamic Games: What can you learn from Autonomous Racing?
Abstract: Balancing performance and safety are crucial to deploying autonomous vehicles in multi-agent environments. In particular, autonomous racing is a domain that penalizes safe but…