[
  {
    "id": "dl3-c04-1",
    "type": "article",
    "title": "Time2Vec: Learning a Vector Representation of Time",
    "author": [
      {
        "literal": "Seyed Mehran Kazemi"
      },
      {
        "literal": "Rishab Goel"
      },
      {
        "literal": "Sepehr Eghbali"
      },
      {
        "literal": "Janahan Ramanan"
      },
      {
        "literal": "Jaspreet Sahota"
      },
      {
        "literal": "Sanjay Thakur"
      },
      {
        "literal": "Stella Wu"
      },
      {
        "literal": "Cathal Smyth"
      },
      {
        "literal": "Pascal Poupart"
      },
      {
        "literal": "Marcus Brubaker"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2019
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/1907.05321",
    "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": "1907.05321"
  },
  {
    "id": "dl3-c04-2",
    "type": "article",
    "title": "Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting",
    "author": [
      {
        "literal": "Bryan Lim"
      },
      {
        "literal": "Sercan O. Arik"
      },
      {
        "literal": "Nicolas Loeff"
      },
      {
        "literal": "Tomas Pfister"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2019
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/1912.09363",
    "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": "1912.09363"
  },
  {
    "id": "dl3-c04-3",
    "type": "article",
    "title": "Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting",
    "author": [
      {
        "literal": "Haoyi Zhou"
      },
      {
        "literal": "Shanghang Zhang"
      },
      {
        "literal": "Jieqi Peng"
      },
      {
        "literal": "Shuai Zhang"
      },
      {
        "literal": "Jianxin Li"
      },
      {
        "literal": "Hui Xiong"
      },
      {
        "literal": "Wancai Zhang"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2020
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/2012.07436",
    "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": "2012.07436"
  },
  {
    "id": "dl3-c04-4",
    "type": "article",
    "title": "Are Transformers Effective for Time Series Forecasting?",
    "author": [
      {
        "literal": "Ailing Zeng"
      },
      {
        "literal": "Muxi Chen"
      },
      {
        "literal": "Lei Zhang"
      },
      {
        "literal": "Qiang Xu"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2022
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/2205.13504",
    "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": "2205.13504"
  },
  {
    "id": "dl3-c04-5",
    "type": "article",
    "title": "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers",
    "author": [
      {
        "literal": "Yuqi Nie"
      },
      {
        "literal": "Nam H. Nguyen"
      },
      {
        "literal": "Phanwadee Sinthong"
      },
      {
        "literal": "Jayant Kalagnanam"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2022
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/2211.14730",
    "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": "2211.14730"
  },
  {
    "id": "dl3-c04-6",
    "type": "article",
    "title": "DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks",
    "author": [
      {
        "literal": "David Salinas"
      },
      {
        "literal": "Valentin Flunkert"
      },
      {
        "literal": "Jan Gasthaus"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2017
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/1704.04110",
    "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": "1704.04110"
  }
]