9/ Aligning Text-to-Image Models using Human Feedback – proposes a fine-tuning method to align generative models using human feedback.
RESEARCH
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MERF: Memory-Efficient Radiance Field for Browser-Based View Synthesis
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10/ MERF – a memory-efficient radiance field representation for real-time view synthesis of large-scale scenes in a browser.https://t.co/o4dpMgDVLh
— DAIR.AI (@dair_ai) 26 février 202310/ MERF – a memory-efficient radiance field representation for real-time view synthesis of large-scale scenes in a browser.
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Modular Deep Learning Survey: Building Blocks Neural Networks
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5/ Modular Deep Learning – a survey offering a unified view of the building blocks of modular neural networks; it also includes a discussion about modularity in the context of scaling LMs, causal inference, and other key topics in ML.
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Recitation-Augmented LMs Enhance Knowledge-Intensive Task Performance
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6/ Recitation-Augmented LMs – an approach that recites passages from the LLM’s own memory to produce final answers; shows high performance on knowledge-intensive tasks.
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Top ML Papers Week: LLaMA, Diffusion Models, Code Optimization
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Top ML Papers of the Week (Feb 20-26): – LLaMA (65B params foundation model)
– Composer (5B params diffusion model)
– Active-Prompt
– Modular Deep Learning
– Memory-Efficient Radiance Fields
– LLMs to Optimize Code … -
LLaMA 65B: Meta’s Open Source Model Outperforms GPT-3
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1/ LLaMA – a 65B parameter foundation model released by Meta AI; relies on publicly available data and outperforms GPT-3 on most benchmarks despite being 10x smaller.
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AI Chatbots Mirror User Desires, Not Truth
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When people chat with chatbots, they see what they want to see. A.I. pioneer Terry Sejnowski compares this to the Mirror of Erised in the Harry Potter books. The Mirror seems to provide truth. But really, it shows the desires of anyone who stares into it:
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ChronoBase: ML Model Predicts Cropland Carbon Sequestration
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#ClimateChange has a #data fragmentation problem @terrerlab_mit built chronobase, a curated data set, to tackle this problem. Learn how the team brought chronobase to the #Lakehouse & built an ML model to predict the sequestration potential of croplands!
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Perfect Data Science Roadmap for Beginners
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This is a perfect Roadmap for anyone to get started with Data Science. Kudos to this compilation Akshay.
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SuperCam Mars Rover Gets AI Upgrade with AEGIS System
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SuperCam Gains New Artificial Intelligence Capabilities with AEGIS Upgrade – NASA – NASA Mars Exploration Read more here: https://
ift.tt/2Gsnjpf #ArtificialIntelligence #AI #DataScience #100DaysOfCode #Python #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT