Technology
Information about AI from the News, Publications, and Conferences
Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis
If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."
However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …
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Benchmark Data Repositories for Better Benchmarking
Neural Information Processing Systems
In machine learning research, it is common to evaluate algorithms via their performance on standard benchmark datasets.
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- North America > Canada > Quebec > Montreal (0.04)
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Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning
Neural Information Processing Systems
However, existing offline RL methods tend to behave poorly during fine-tuning. In this paper, we study the fine-tuning problem in the context of conservative offline RL methods and we devise an approach for learning an effective initialization from offline data that also enables fast online fine-tuning capabilities.
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > China > Guangdong Province > Shenzhen (0.04)
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms
Neural Information Processing Systems
Modern vision models are trained on very large noisy datasets.
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- North America > United States (0.04)
- Europe > United Kingdom > England > West Midlands > Birmingham (0.04)
- Europe > United Kingdom > England > Greater London > London (0.04)
Diffusion Schrödinger Bridge Matching
Neural Information Processing Systems
Solving transport problems, i.e. finding a map transporting one given distribution
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- North America > United States > New York > Nassau County > Mineola (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)