{
  "id": 171755,
  "title": "Relevant research papers",
  "url": "/competitions/landmark-recognition-2020/discussion/171755",
  "author_name": "",
  "post_date": "2020-08-02T10:36:43.591679200Z",
  "votes": 9,
  "comment_count": 4,
  "views": 0,
  "content": "<p>Learning and aggregating deep local descriptors for instance-level recognition</p>\n\n<p>Giorgos Tolias, Tomas Jenicek,&nbsp;Ondřej Chum\nIdea: learn DELF in a way to be good for ASMK matching and with contrastive loss instead of cross entropy -&gt; huge boost</p>\n\n<p><a href=\"https://arxiv.org/abs/2007.13172\">https://arxiv.org/abs/2007.13172</a></p>\n\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F210302%2F4f8e31fcb627df899bf7ae984643b9eb%2FIMG_20200802_122155.jpg?generation=1596364523231392&amp;alt=media\" alt=\"\"></p>",
  "messages": [
    {
      "id": "955100",
      "postDate": "08/02/2020 10:36:43",
      "content": "<p>Learning and aggregating deep local descriptors for instance-level recognition</p>\n\n<p>Giorgos Tolias, Tomas Jenicek,&nbsp;Ondřej Chum\nIdea: learn DELF in a way to be good for ASMK matching and with contrastive loss instead of cross entropy -&gt; huge boost</p>\n\n<p><a href=\"https://arxiv.org/abs/2007.13172\">https://arxiv.org/abs/2007.13172</a></p>\n\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F210302%2F4f8e31fcb627df899bf7ae984643b9eb%2FIMG_20200802_122155.jpg?generation=1596364523231392&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "Learning and aggregating deep local descriptors for instance-level recognition\n\nGiorgos Tolias, Tomas Jenicek,&nbsp;Ondřej Chum\nIdea: learn DELF in a way to be good for ASMK matching and with contrastive loss instead of cross entropy -&gt; huge boost\n\nhttps://arxiv.org/abs/2007.13172\n\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F210302%2F4f8e31fcb627df899bf7ae984643b9eb%2FIMG_20200802_122155.jpg?generation=1596364523231392&amp;alt=media)",
      "votes": null
    },
    {
      "id": "968557",
      "postDate": "08/13/2020 05:30:32",
      "content": "<p>Great, Thanks for sharing</p>",
      "rawMarkdown": "Great, Thanks for sharing",
      "votes": null
    },
    {
      "id": "982891",
      "postDate": "08/23/2020 18:57:09",
      "content": "<p>Thanks for the paper.:)</p>",
      "rawMarkdown": "Thanks for the paper.:)",
      "votes": null
    },
    {
      "id": "983922",
      "postDate": "08/24/2020 17:28:39",
      "content": "<p>any idea if they will be releasing the code?</p>",
      "rawMarkdown": "any idea if they will be releasing the code?",
      "votes": null
    },
    {
      "id": "983933",
      "postDate": "08/24/2020 17:38:47",
      "content": "<p><a href=\"https://github.com/shamangary/awesome-local-global-descriptor\" target=\"_blank\">https://github.com/shamangary/awesome-local-global-descriptor</a></p>\n<p>This might help</p>",
      "rawMarkdown": "https://github.com/shamangary/awesome-local-global-descriptor\n\nThis might help",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 968557,
      "author_name": "palaksood97",
      "author_url": "",
      "post_date": "08/13/2020 05:30:32",
      "content": "<p>Great, Thanks for sharing</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 982891,
      "author_name": "chandanverma",
      "author_url": "",
      "post_date": "08/23/2020 18:57:09",
      "content": "<p>Thanks for the paper.:)</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 983922,
      "author_name": "skrish13",
      "author_url": "",
      "post_date": "08/24/2020 17:28:39",
      "content": "<p>any idea if they will be releasing the code?</p>",
      "votes": null,
      "replies": [
        {
          "id": 983933,
          "author_name": "chandanverma",
          "author_url": "",
          "post_date": "08/24/2020 17:38:47",
          "content": "<p><a href=\"https://github.com/shamangary/awesome-local-global-descriptor\" target=\"_blank\">https://github.com/shamangary/awesome-local-global-descriptor</a></p>\n<p>This might help</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "955100": "Learning and aggregating deep local descriptors for instance-level recognition\n\nGiorgos Tolias, Tomas Jenicek,&nbsp;Ondřej Chum\nIdea: learn DELF in a way to be good for ASMK matching and with contrastive loss instead of cross entropy -&gt; huge boost\n\nhttps://arxiv.org/abs/2007.13172\n\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F210302%2F4f8e31fcb627df899bf7ae984643b9eb%2FIMG_20200802_122155.jpg?generation=1596364523231392&amp;alt=media)",
    "968557": "Great, Thanks for sharing",
    "982891": "Thanks for the paper.:)",
    "983922": "any idea if they will be releasing the code?",
    "983933": "https://github.com/shamangary/awesome-local-global-descriptor\n\nThis might help"
  },
  "source": "meta"
}