@misc{dl3-c06-1,
  title = {Joint Multimodal Learning with Deep Generative Models},
  author = {Masahiro Suzuki and Kotaro Nakayama and Yutaka Matsuo},
  year = {2016},
  url = {https://arxiv.org/abs/1611.01891},
  howpublished = {arXiv author manuscript},
  archivePrefix = {arXiv},
  eprint = {1611.01891},
  note = {Cited author-manuscript edition; peer review is not inferred from arXiv}
}

@misc{dl3-c06-2,
  title = {Multimodal Generative Models for Scalable Weakly-Supervised Learning},
  author = {Mike Wu and Noah Goodman},
  year = {2018},
  url = {https://arxiv.org/abs/1802.05335},
  howpublished = {arXiv author manuscript},
  archivePrefix = {arXiv},
  eprint = {1802.05335},
  note = {Cited author-manuscript edition; peer review is not inferred from arXiv}
}

@misc{dl3-c06-3,
  title = {Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models},
  author = {Yuge Shi and N. Siddharth and Brooks Paige and Philip H. S. Torr},
  year = {2019},
  url = {https://arxiv.org/abs/1911.03393},
  howpublished = {arXiv author manuscript},
  archivePrefix = {arXiv},
  eprint = {1911.03393},
  note = {Cited author-manuscript edition; peer review is not inferred from arXiv}
}

@misc{dl3-c06-4,
  title = {HeMIS: Hetero-Modal Image Segmentation},
  author = {Mohammad Havaei and Nicolas Guizard and Nicolas Chapados and Yoshua Bengio},
  year = {2016},
  url = {https://arxiv.org/abs/1607.05194},
  howpublished = {arXiv author manuscript},
  archivePrefix = {arXiv},
  eprint = {1607.05194},
  note = {Cited author-manuscript edition; peer review is not inferred from arXiv}
}

@misc{dl3-c06-5,
  title = {MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis},
  author = {Devamanyu Hazarika and Roger Zimmermann and Soujanya Poria},
  year = {2020},
  url = {https://arxiv.org/abs/2005.03545},
  howpublished = {arXiv author manuscript},
  archivePrefix = {arXiv},
  eprint = {2005.03545},
  note = {Cited author-manuscript edition; peer review is not inferred from arXiv}
}

@misc{dl3-c06-6,
  title = {On the Limitations of Multimodal VAEs},
  author = {Imant Daunhawer and Thomas M. Sutter and Kieran Chin-Cheong and Emanuele Palumbo and Julia E. Vogt},
  year = {2021},
  url = {https://arxiv.org/abs/2110.04121},
  howpublished = {arXiv author manuscript},
  archivePrefix = {arXiv},
  eprint = {2110.04121},
  note = {Cited author-manuscript edition; peer review is not inferred from arXiv}
}