Co-Generation with GANs using AIS based HMC

Tiantian Fang, Alexander Schwing

Aug-20-2025, 03:59:56 GMT–Neural Information Processing Systems

Therefore, in this paper, we study the occurring challenges for co-generation with GANs. To address those challenges we develop an annealed importance sampling based Hamiltonian Monte Carlo co-generation algorithm.

machine learning, natural language, proc, (18 more...)

Neural Information Processing Systems

Aug-20-2025, 03:59:56 GMT

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Country:
- Europe > Italy
  - Calabria > Catanzaro Province > Catanzaro (0.04)
- North America
  - Canada (0.04)
  - United States > Illinois (0.05)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models > Undirected Networks
      - Markov Models (0.46)
    - Neural Networks > Deep Learning (0.93)
    - Statistical Learning (1.00)
  - Natural Language (0.93)
  - Representation & Reasoning (1.00)

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Co-Generation with GANs using AIS based HMC

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