Monotone Generative Modeling via a Gromov-Monge Embedding

Keyphrases

• Monotone 100%
• Encoder 100%
• Mode Collapse 100%
• Monge 100%
• Generative Modeling 100%
• Numerical Experiments 50%
• High Quality Images 50%
• Data Distribution 50%
• Low-dimensional Structures 50%
• Distribution Map 50%
• Modulus of Continuity 50%
• Latent Space 50%
• Architecture Selection 50%
• Generative Adversarial Networks 50%
• Cyclic Monotonicity 50%
• Popular 50%
• Collapse Instability 50%
• Reference Measure 50%
• Empirical Tuning 50%
• Embedded Cost 50%
• Training Instability 50%
• Embedded Distribution 50%

Mathematics

• Key Property 100%
• Data Distribution 100%
• Numerical Experiment 100%
• Dimensional Structure 100%

Computer Science

• Underlying Data 100%
• Discriminator 50%
• Image Quality 50%
• Generative Adversarial Networks 50%
• Data Distribution 50%
• Dimensional Structure 50%