[
  {
    "id": "dl3-c06-1",
    "type": "article",
    "title": "Joint Multimodal Learning with Deep Generative Models",
    "author": [
      {
        "literal": "Masahiro Suzuki"
      },
      {
        "literal": "Kotaro Nakayama"
      },
      {
        "literal": "Yutaka Matsuo"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2016
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/1611.01891",
    "container-title": "arXiv author manuscript",
    "note": "Primary author record title, complete author list, submission history and abstract inspected through web tools on 2026-10-28. Full proof and benchmark execution not independently checked.",
    "archive": "arXiv",
    "archive_location": "1611.01891"
  },
  {
    "id": "dl3-c06-2",
    "type": "article",
    "title": "Multimodal Generative Models for Scalable Weakly-Supervised Learning",
    "author": [
      {
        "literal": "Mike Wu"
      },
      {
        "literal": "Noah Goodman"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2018
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/1802.05335",
    "container-title": "arXiv author manuscript",
    "note": "Primary author record title, complete author list, submission history and abstract inspected through web tools on 2026-10-28. Full proof and benchmark execution not independently checked.",
    "archive": "arXiv",
    "archive_location": "1802.05335"
  },
  {
    "id": "dl3-c06-3",
    "type": "article",
    "title": "Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models",
    "author": [
      {
        "literal": "Yuge Shi"
      },
      {
        "literal": "N. Siddharth"
      },
      {
        "literal": "Brooks Paige"
      },
      {
        "literal": "Philip H. S. Torr"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2019
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/1911.03393",
    "container-title": "arXiv author manuscript",
    "note": "Primary author record title, complete author list, submission history and abstract inspected through web tools on 2026-10-28. Full proof and benchmark execution not independently checked.",
    "archive": "arXiv",
    "archive_location": "1911.03393"
  },
  {
    "id": "dl3-c06-4",
    "type": "article",
    "title": "HeMIS: Hetero-Modal Image Segmentation",
    "author": [
      {
        "literal": "Mohammad Havaei"
      },
      {
        "literal": "Nicolas Guizard"
      },
      {
        "literal": "Nicolas Chapados"
      },
      {
        "literal": "Yoshua Bengio"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2016
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/1607.05194",
    "container-title": "arXiv author manuscript",
    "note": "Primary author record title, complete author list, submission history and abstract inspected through web tools on 2026-10-28. Full proof and benchmark execution not independently checked.",
    "archive": "arXiv",
    "archive_location": "1607.05194"
  },
  {
    "id": "dl3-c06-5",
    "type": "article",
    "title": "MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis",
    "author": [
      {
        "literal": "Devamanyu Hazarika"
      },
      {
        "literal": "Roger Zimmermann"
      },
      {
        "literal": "Soujanya Poria"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2020
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/2005.03545",
    "container-title": "arXiv author manuscript",
    "note": "Primary author record title, complete author list, submission history and abstract inspected through web tools on 2026-10-28. Full proof and benchmark execution not independently checked.",
    "archive": "arXiv",
    "archive_location": "2005.03545"
  },
  {
    "id": "dl3-c06-6",
    "type": "article",
    "title": "On the Limitations of Multimodal VAEs",
    "author": [
      {
        "literal": "Imant Daunhawer"
      },
      {
        "literal": "Thomas M. Sutter"
      },
      {
        "literal": "Kieran Chin-Cheong"
      },
      {
        "literal": "Emanuele Palumbo"
      },
      {
        "literal": "Julia E. Vogt"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2021
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/2110.04121",
    "container-title": "arXiv author manuscript",
    "note": "Primary author record title, complete author list, submission history and abstract inspected through web tools on 2026-10-28. Full proof and benchmark execution not independently checked.",
    "archive": "arXiv",
    "archive_location": "2110.04121"
  }
]