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inference network

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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) …

Amortized Bethe Free Energy Minimization for Learning MRFs

Sam Wiseman, Yoon Kim

Neural Information Processing SystemsFeb-14-2026, 14:42:05 GMT

Neural Information Processing Systems http://nips.cc/

inference, inference network, proceedings, (16 more...)

Neural Information Processing Systems

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North America > United States > Illinois > Cook County > Chicago (0.04)
Asia > Middle East > Jordan (0.04)
North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
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Industry: Education (0.46)

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Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
Information Technology > Artificial Intelligence > Natural Language (0.94)
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Adaptive Path-Integral Autoencoders: Representation Learning and Planning for Dynamical Systems

Jung-Su Ha, Young-Jin Park, Hyeok-Joo Chae, Soon-Seo Park, Han-Lim Choi

Neural Information Processing SystemsFeb-14-2026, 02:05:06 GMT

Such learning problems are formulated as latent or generative model learning assuming that observations were emerged from the low-dimensional latent states, which includes an intractable posterior inference of latent states for given input data.

artificial intelligence, machine learning, procedure, (17 more...)

Neural Information Processing Systems

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Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty (0.47)
Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.47)

FaithfulInversionofGenerativeModels forEffectiveAmortizedInference

Neural Information Processing SystemsFeb-13-2026, 14:16:28 GMT

Recall from 1 that this involved twocharacteristics.

artificial intelligence, inverse, machine learning, (16 more...)

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Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)

BRUNO: A Deep Recurrent Model for Exchangeable Data

Iryna Korshunova, Jonas Degrave, Ferenc Huszar, Yarin Gal, Arthur Gretton, Joni Dambre

Neural Information Processing SystemsFeb-12-2026, 08:55:58 GMT

Atpresent, however, there are few flexible and provably exchangeable deep generative models to solve this problem.

artificial intelligence, bruno, machine learning, (16 more...)

Neural Information Processing Systems

Country: North America > Canada > Quebec > Montreal (0.04)

Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.34)

Explicitly disentangling image content from translation and rotation with spatial-VAE

Tristan Bepler, Ellen Zhong, Kotaro Kelley, Edward Brignole, Bonnie Berger

Neural Information Processing SystemsFeb-12-2026, 07:07:48 GMT

Neural Information Processing Systems http://nips.cc/

dataset, latent variable, rotation and translation, (15 more...)

Neural Information Processing Systems

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North America > United States > Massachusetts > Middlesex County > Cambridge (0.15)
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Industry: Health & Medicine (0.69)

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Information Technology > Artificial Intelligence > Representation & Reasoning (0.95)
Information Technology > Sensing and Signal Processing > Image Processing (0.93)
Information Technology > Artificial Intelligence > Vision (0.88)
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Multimodal Generative Models for Scalable Weakly-Supervised Learning

Mike Wu, Noah Goodman

Neural Information Processing SystemsFeb-12-2026, 06:18:20 GMT

Neural Information Processing Systems http://nips.cc/

inference network, modality, mv ae, (15 more...)

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North America > United States > California > Santa Clara County > Palo Alto (0.04)
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Information Technology > Artificial Intelligence > Natural Language (1.00)
Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.94)
Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)

8d7baf888ca264fd5f2b0d478882b6a2-Paper-Conference.pdf

Neural Information Processing SystemsFeb-10-2026, 17:15:40 GMT

dc -etm, representation, topic model, (16 more...)

Neural Information Processing Systems

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Asia > Middle East > Jordan (0.04)
North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
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Genre: Research Report (0.46)

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Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
Information Technology > Artificial Intelligence > Natural Language > Text Processing (1.00)
Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
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