{
  "id": 272172,
  "title": " Image Captioning Research Papers with code",
  "url": "/competitions/wikipedia-image-caption/discussion/272172",
  "author_name": "",
  "post_date": "2021-09-14T11:08:00.262728200Z",
  "votes": 14,
  "comment_count": 1,
  "views": 0,
  "content": "<p>This GitHub repository has year wise collection of research papers: <br>\n<a href=\"https://github.com/zhjohnchan/awesome-image-captioning\" target=\"_blank\">https://github.com/zhjohnchan/awesome-image-captioning</a> </p>\n<p>some recent papers are:</p>\n<ul>\n<li>Image Captioning with Compositional Neural Module Networks - Tian J et al, IJCAI 2019.</li>\n<li>Improving Image Captioning with Better Use of Caption - Shi Z et al, ACL 2020.</li>\n<li>Comprehensive Image Captioning via Scene Graph Decomposition - Zhong Y et al, ECCV 2020.</li>\n<li>CapWAP: Image Captioning with a Purpose - Fisch A et al, EMNLP 2020.</li>\n<li>Diverse Image Captioning with Context-Object Split Latent Spaces - Mahajan S et al, NeurIPS 2020.( recent one published in NeurIPS 2020)</li>\n</ul>\n<p>Some other Implementations:<br>\n1) PyTorch: <a href=\"https://github.com/ruotianluo/ImageCaptioning.pytorch\" target=\"_blank\">https://github.com/ruotianluo/ImageCaptioning.pytorch</a><br>\n2) TensorFlow: <a href=\"https://github.com/DeepRNN/image_captioning\" target=\"_blank\">https://github.com/DeepRNN/image_captioning</a><br>\n3) Torch: <a href=\"https://github.com/karpathy/neuraltalk2\" target=\"_blank\">https://github.com/karpathy/neuraltalk2</a><br>\n4) Torch: <a href=\"https://github.com/jcjohnson/densecap\" target=\"_blank\">https://github.com/jcjohnson/densecap</a><br>\n5) TensorFlow: <a href=\"https://github.com/tensorflow/docs/blob/master/site/en/tutorials/text/image_captioning.ipynb\" target=\"_blank\">https://github.com/tensorflow/docs/blob/master/site/en/tutorials/text/image_captioning.ipynb</a></p>\n<p>Hope you find the post helpful.<br>\nGood Luck for the competition  </p>",
  "messages": [
    {
      "id": "1512562",
      "postDate": "09/14/2021 11:08:00",
      "content": "<p>This GitHub repository has year wise collection of research papers: <br>\n<a href=\"https://github.com/zhjohnchan/awesome-image-captioning\" target=\"_blank\">https://github.com/zhjohnchan/awesome-image-captioning</a> </p>\n<p>some recent papers are:</p>\n<ul>\n<li>Image Captioning with Compositional Neural Module Networks - Tian J et al, IJCAI 2019.</li>\n<li>Improving Image Captioning with Better Use of Caption - Shi Z et al, ACL 2020.</li>\n<li>Comprehensive Image Captioning via Scene Graph Decomposition - Zhong Y et al, ECCV 2020.</li>\n<li>CapWAP: Image Captioning with a Purpose - Fisch A et al, EMNLP 2020.</li>\n<li>Diverse Image Captioning with Context-Object Split Latent Spaces - Mahajan S et al, NeurIPS 2020.( recent one published in NeurIPS 2020)</li>\n</ul>\n<p>Some other Implementations:<br>\n1) PyTorch: <a href=\"https://github.com/ruotianluo/ImageCaptioning.pytorch\" target=\"_blank\">https://github.com/ruotianluo/ImageCaptioning.pytorch</a><br>\n2) TensorFlow: <a href=\"https://github.com/DeepRNN/image_captioning\" target=\"_blank\">https://github.com/DeepRNN/image_captioning</a><br>\n3) Torch: <a href=\"https://github.com/karpathy/neuraltalk2\" target=\"_blank\">https://github.com/karpathy/neuraltalk2</a><br>\n4) Torch: <a href=\"https://github.com/jcjohnson/densecap\" target=\"_blank\">https://github.com/jcjohnson/densecap</a><br>\n5) TensorFlow: <a href=\"https://github.com/tensorflow/docs/blob/master/site/en/tutorials/text/image_captioning.ipynb\" target=\"_blank\">https://github.com/tensorflow/docs/blob/master/site/en/tutorials/text/image_captioning.ipynb</a></p>\n<p>Hope you find the post helpful.<br>\nGood Luck for the competition  </p>",
      "rawMarkdown": "This GitHub repository has year wise collection of research papers: \nhttps://github.com/zhjohnchan/awesome-image-captioning \n\nsome recent papers are:\n\n- Image Captioning with Compositional Neural Module Networks - Tian J et al, IJCAI 2019.\n- Improving Image Captioning with Better Use of Caption - Shi Z et al, ACL 2020.\n- Comprehensive Image Captioning via Scene Graph Decomposition - Zhong Y et al, ECCV 2020.\n- CapWAP: Image Captioning with a Purpose - Fisch A et al, EMNLP 2020.\n- Diverse Image Captioning with Context-Object Split Latent Spaces - Mahajan S et al, NeurIPS 2020.( recent one published in NeurIPS 2020)\n\n\nSome other Implementations:\n1) PyTorch: https://github.com/ruotianluo/ImageCaptioning.pytorch\n2) TensorFlow: https://github.com/DeepRNN/image_captioning\n3) Torch: https://github.com/karpathy/neuraltalk2\n4) Torch: https://github.com/jcjohnson/densecap\n5) TensorFlow: https://github.com/tensorflow/docs/blob/master/site/en/tutorials/text/image_captioning.ipynb\n\nHope you find the post helpful.\nGood Luck for the competition",
      "votes": null
    },
    {
      "id": "1522233",
      "postDate": "09/24/2021 02:29:50",
      "content": "<p>Thanks for sharing these! Good places to find possible approaches to take in the competition</p>",
      "rawMarkdown": "Thanks for sharing these! Good places to find possible approaches to take in the competition",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1522233,
      "author_name": "callistus",
      "author_url": "",
      "post_date": "09/24/2021 02:29:50",
      "content": "<p>Thanks for sharing these! Good places to find possible approaches to take in the competition</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1512562": "This GitHub repository has year wise collection of research papers: \nhttps://github.com/zhjohnchan/awesome-image-captioning \n\nsome recent papers are:\n\n- Image Captioning with Compositional Neural Module Networks - Tian J et al, IJCAI 2019.\n- Improving Image Captioning with Better Use of Caption - Shi Z et al, ACL 2020.\n- Comprehensive Image Captioning via Scene Graph Decomposition - Zhong Y et al, ECCV 2020.\n- CapWAP: Image Captioning with a Purpose - Fisch A et al, EMNLP 2020.\n- Diverse Image Captioning with Context-Object Split Latent Spaces - Mahajan S et al, NeurIPS 2020.( recent one published in NeurIPS 2020)\n\n\nSome other Implementations:\n1) PyTorch: https://github.com/ruotianluo/ImageCaptioning.pytorch\n2) TensorFlow: https://github.com/DeepRNN/image_captioning\n3) Torch: https://github.com/karpathy/neuraltalk2\n4) Torch: https://github.com/jcjohnson/densecap\n5) TensorFlow: https://github.com/tensorflow/docs/blob/master/site/en/tutorials/text/image_captioning.ipynb\n\nHope you find the post helpful.\nGood Luck for the competition",
    "1522233": "Thanks for sharing these! Good places to find possible approaches to take in the competition"
  },
  "source": "meta"
}