North Rhine-Westphalia
Recurrent neural networks: vanishing and exploding gradients are not the end of the story
Recurrent neural networks (RNNs) notoriously struggle to learn long-term memories, primarily due to vanishing and exploding gradients.
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- Europe > Germany > Baden-Württemberg > Tübingen Region > Tübingen (0.04)
- Europe > Switzerland > Zürich > Zürich (0.04)
- Europe > Germany > North Rhine-Westphalia > Upper Bavaria > Munich (0.04)
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- Research Report > New Finding (1.00)
- Research Report > Experimental Study (0.67)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
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- North America > United States > California > Los Angeles County > Long Beach (0.14)
- North America > Canada > Quebec > Montreal (0.04)
- North America > Canada > British Columbia > Vancouver (0.04)
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- Research Report > New Finding (1.00)
- Research Report > Experimental Study (0.93)
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- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Natural Language (0.93)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.67)
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- Europe > Poland > Masovia Province > Warsaw (0.04)
- Europe > Netherlands (0.04)
- Europe > Germany > Bavaria > Upper Bavaria > Munich (0.04)
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- Overview (0.92)
- Research Report > New Finding (0.46)
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- Europe > Poland > Masovia Province > Warsaw (0.04)
- Europe > Netherlands (0.04)
- Europe > Germany > Bavaria > Upper Bavaria > Munich (0.04)
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- Research Report > New Finding (0.46)
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Foundation Inference Models for Markov Jump Processes
These processes find wide application in the natural sciences and machine learning, but their inference is known to be far from trivial.
Country:
- Europe > Germany > Brandenburg > Potsdam (0.04)
- Europe > Hungary > Hajdú-Bihar County > Debrecen (0.04)
- Europe > Germany > North Rhine-Westphalia (0.04)
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- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
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- Energy (0.46)
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- Education (0.46)
- Banking & Finance > Economy (0.45)
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Contextual Bilevel Reinforcement Learning for Incentive Alignment
The optimal policy in various real-world strategic decision-making problems depends both on the environmental configuration and exogenous events.
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- Europe > Switzerland > Zürich > Zürich (0.04)
- Oceania > Australia > New South Wales > Sydney (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
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- Research Report > Experimental Study (0.92)
- Research Report > New Finding (0.67)
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- Government (1.00)
- Law (0.67)
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Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation
Surgical video-language pretraining (VLP) faces unique challenges due to the knowledge domain gap and the scarcity of multi-modal data.
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- Europe > France > Grand Est > Bas-Rhin > Strasbourg (0.05)
- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
- Europe > Germany > North Rhine-Westphalia > Upper Bavaria > Munich (0.04)
- Europe > Germany > Bavaria > Upper Bavaria > Munich (0.04)
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- Research Report > Experimental Study (0.93)
- Instructional Material (0.67)
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- Health & Medicine > Surgery (1.00)
- Health & Medicine > Diagnostic Medicine > Imaging (1.00)
- Education (1.00)
- Information Technology (0.92)
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- North America > United States > California > San Francisco County > San Francisco (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.14)
- North America > United States > California > Santa Barbara County > Santa Barbara (0.04)
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- North America > Canada > Alberta (0.14)
- North America > Canada > Ontario > Toronto (0.14)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
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- Health & Medicine > Pharmaceuticals & Biotechnology (1.00)
- Law (0.67)
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