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TOMG-Bench: Text-based Open Molecule Generation Benchmark
Molecule discovery is important in various scientific research fields, particularly pharmaceuticals and materials science. While the emergence of Graph Neural Networks (GNNs) has revolutionized this field by enabling the representation of molecules as graphs and facilitating property predictions, it faces difficulties in generalizing across different tasks, requiring substantial task-specific data collection. These approaches show limitations…
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Apple Researchers Introduce ARMADA: An AI System for Augmenting Apple Vision Pro with Real-Time Virtual Robot Feedback
Imitation learning (IL) is one of the methods in robotics where robots are trained to mimic human actions based on expert demonstrations. This method relies on supervised machine learning and requires significant human-generated data to guide the robot’s behavior. Although effective for complex tasks, imitation learning is limited by the lack of large-scale datasets and…
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This AI Paper from aiXplain Introduces Bel Esprit: A Multi-Agent Framework for Building Accurate and Adaptive AI Model Pipelines
Artificial intelligence has progressed from handling atomic tasks to addressing intricate, real-world problems requiring the integration of multiple specialized models. This approach, known as AI pipelines, allows for seamless task transitions by connecting different models to process diverse data inputs and outputs. These pipelines enable complex applications like multilingual video dubbing, multimodal content moderation, and…
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Meet FineFineWeb: An Open-Sourced Automatic Classification System for Fine-Grained Web Data
Multimodal Art Projection (M-A-P) researchers have introduced FineFineWeb, a large open-source automatic classification system for fine-grained web data. The project decomposes the deduplicated Fineweb into 67 unique categories with extensive seed data. Moreover, a comprehensive correlation analysis between vertical categories and common benchmarks and detailed URL and content distribution analysis are conducted. The system provides…
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Large language overkill: How SLMs can beat their bigger, resource-intensive cousins
Whether a company begins with a proof-of-concept or live deployment, they should start small, test often and build on early successes.Read More
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If ChatGPT produces AI-generated code for your app, who does it really belong to?
The answer is complicated, so in Part I of a two-article analysis, we consulted legal experts to obtain some definitive answers.
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The Electric Explorer’s Nightmare Launch Shows Everything Ford Gets Right and Wrong About EVs
Plagued by delays, tied to a rival’s electric platform, yet somehow still being clever and innovative, Ford’s European EV experiment embodies the automaker’s failure to commit to electric cars.
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14 Best Planners: Weekly and Daily Notebooks & Accessories (2024)
Digital tools are not always superior. Here are some WIRED-tested agendas and notebooks to keep you on track.
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Wood Veneer Hub’s Slat Panels Are an Easy Home Office Upgrade
Ditch the paint bucket and screw in these wood veneer panels to give your home office a makeover.
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Best Running Shoes (2024): Asics, Hoka, Nike, On Running
We clocked thousands of test miles to bring you the best running shoes for every pace, ability, and running goal.