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ostertagmatthieu-dev.github.io

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Website
Command-conditioned JEPA world model for CNC milling: trained on 17 sensors, tested zero-shot on an unseen machine sharing only 10. arXiv:2609.16071.
Explore capabilities

    page: Saac jepa

    get_citationAnswer

    BibTeX entry for the paper World Models for Cross-Machine CNC Transfer under Partial Sensor Overlap (arXiv:2609.16071).

    View tool JSON
    {
  "name": "get_citation",
  "kind": "answer",
  "impl": "imperative",
  "description": "BibTeX entry for the paper World Models for Cross-Machine CNC Transfer under Partial Sensor Overlap (arXiv:2609.16071).",
  "inputSchema": {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  },
  "page": "/saac-jepa/"
}
    get_linksAnswer

    Links for the paper: arXiv abstract, DOI, PDF, source code, demo and the two public datasets.

    View tool JSON
    {
  "name": "get_links",
  "kind": "answer",
  "impl": "imperative",
  "description": "Links for the paper: arXiv abstract, DOI, PDF, source code, demo and the two public datasets.",
  "inputSchema": {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  },
  "page": "/saac-jepa/"
}
    get_key_resultsAnswer

    Headline results shown on the page, as key, label and value.

    View tool JSON
    {
  "name": "get_key_results",
  "kind": "answer",
  "impl": "imperative",
  "description": "Headline results shown on the page, as key, label and value.",
  "inputSchema": {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  },
  "page": "/saac-jepa/"
}

    page: Home

    get_profileAnswer

    Return Matthieu Ostertag's profile: affiliation, research focus, publications and profile links, as JSON.

    View tool JSON
    {
  "name": "get_profile",
  "kind": "answer",
  "impl": "imperative",
  "description": "Return Matthieu Ostertag's profile: affiliation, research focus, publications and profile links, as JSON.",
  "inputSchema": {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  },
  "page": "/"
}
    set_page_languageAction

    Display this homepage in English, French or German.

    View tool JSON
    {
  "name": "set_page_language",
  "kind": "act",
  "impl": "imperative",
  "description": "Display this homepage in English, French or German.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "language": {
        "type": "string",
        "enum": [
          "en",
          "fr",
          "de"
        ],
        "description": "Language code"
      }
    },
    "required": [
      "language"
    ],
    "additionalProperties": false
  },
  "page": "/"
}