score matching
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- North America > United States > California > Santa Clara County > Palo Alto (0.04)
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- Asia > Middle East > Israel (0.04)
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Transfer Learning for Diffusion Models
However, their success heavily relies on the availability of a large number of training samples.
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- North America > United States > California > Los Angeles County > Los Angeles (0.14)
- Asia > China > Guangdong Province > Shenzhen (0.04)
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
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- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.68)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Performance Analysis > Accuracy (0.46)
Scaling Riemannian Diffusion Models
Riemannian diffusion models draw inspiration from standard Euclidean space diffusion models to learn distributions on general manifolds.
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Europe > Germany > Hesse > Darmstadt Region > Wiesbaden (0.04)
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
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Energy Discrepancies: A Score-Independent Loss for Energy-Based Models
We propose a novel loss function called Energy Discrepancy (ED) which does not rely on the computation of scores or expensive Markov chain Monte Carlo.
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- North America > United States > Virginia > Arlington County > Arlington (0.04)
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- Asia > Middle East > Jordan (0.04)
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- North America > United States > California (0.04)
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- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- Europe > Italy > Calabria > Catanzaro Province > Catanzaro (0.04)
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- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
- Information Technology > Artificial Intelligence > Vision (0.93)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty (0.69)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models (0.68)
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- North America > United States > Illinois > Cook County > Chicago (0.04)
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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