\u591a\u6a21\u6001DeepFake\u68c0\u6d4b\uff0c\u8ba9AIGC\u4f2a\u9020\u65e0\u5904\u53ef\u85cf<\/strong><\/h3>\n\u9664\u4e86\u5355\u7eaf\u7684\u6587\u672c\u5916\uff0c\u5982Stable Diffusion\u7b49\u89c6\u89c9\u751f\u6210\u6a21\u578b\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u4e5f\u8ba9DeepFake\u95ee\u9898\u6108\u53d1\u4e25\u5cfb\u3002<\/p>\n
\u5728\u591a\u6a21\u6001\u5a92\u4f53\u7be1\u6539\u4e2d\uff0c\u5404\u7c7b\u65b0\u95fb\u62a5\u9053\u7684\u56fe\u7247\u4e2d\u91cd\u8981\u4eba\u7269\u7684\u4eba\u8138\uff08\u4e0b\u56fe\u4e2d\u6cd5\u56fd\u603b\u7edf\u4eba\u8138\uff09\u88ab\u66ff\u6362\uff0c\u6587\u5b57\u4e2d\u5173\u952e\u77ed\u8bed\u6216\u8005\u5355\u8bcd\u88ab\u7be1\u6539(\u4e0b\u56fe\u4e2d\u6b63\u9762\u77ed\u8bed\u300cis welcome to\u300d\u88ab\u7be1\u6539\u4e3a\u8d1f\u9762\u77ed\u8bed\u300cis forced to resign\u300d)\u3002<\/p>\n
\n
\u4e3a\u4e86\u5e94\u5bf9\u65b0\u7684\u6311\u6218\uff0c\u7814\u7a76\u4eba\u5458\u63d0\u51fa\u4e86\u4e00\u79cd\u591a\u6a21\u6001\u5c42\u6b21\u5316\u7be1\u6539\u63a8\u7406\u6a21\u578b\uff0c\u53ef\u4ee5\u901a\u8fc7\u878d\u5408\u4e0e\u63a8\u7406\u6a21\u6001\u95f4\u7684\u8bed\u4e49\u7279\u5f81\uff0c\u6765\u68c0\u6d4b\u5230\u7be1\u6539\u6837\u672c\u7684\u8de8\u6a21\u6001\u8bed\u4e49\u4e0d\u4e00\u81f4\u6027\u3002<\/p>\n
\u76ee\u524d\uff0c\u8be5\u5de5\u4f5c\u5df2\u88abCVPR2023\u6536\u5f55\u3002<\/p>\n
\n
\u5177\u4f53\u6765\u8bf4\uff0c\u4f5c\u8005\u63d0\u51fa\u4e86\u591a\u6a21\u6001\u5c42\u6b21\u5316\u7be1\u6539\u63a8\u7406\u6a21\u578bHierArchical Multi-modal Manipulation rEasoning tRansformer\uff08HAMMER\uff09\u3002<\/p>\n
\u6b64\u6a21\u578b\u5efa\u7acb\u5728\u57fa\u4e8e\u53cc\u5854\u7ed3\u6784\u7684\u591a\u6a21\u6001\u8bed\u4e49\u878d\u5408\u4e0e\u63a8\u7406\u7684\u6a21\u578b\u67b6\u6784\u4e0a\uff0c\u5e76\u5c06\u591a\u6a21\u6001\u7be1\u6539\u7684\u68c0\u6d4b\u4e0e\u5b9a\u4f4d\u7ec6\u7c92\u5ea6\u5c42\u6b21\u5316\u5730\u901a\u8fc7\u6d45\u5c42\u4e0e\u6df1\u5c42\u7be1\u6539\u63a8\u7406\u6765\u5b9e\u73b0\u3002<\/p>\n
\n
HAMMER\u6a21\u578b\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u7279\u70b9:<\/p>\n
1. \u5728\u6d45\u5c42\u7be1\u6539\u63a8\u7406\u4e2d\uff0c\u901a\u8fc7\u7be1\u6539\u611f\u77e5\u7684\u5bf9\u6bd4\u5b66\u4e60\uff08Manipulation-Aware Contrastive Learning\uff09\u6765\u5bf9\u9f50\u56fe\u50cf\u7f16\u7801\u5668\u548c\u6587\u672c\u7f16\u7801\u5668\u63d0\u53d6\u51fa\u7684\u56fe\u50cf\u548c\u6587\u672c\u5355\u6a21\u6001\u7684\u8bed\u4e49\u7279\u5f81\u3002\u540c\u65f6\u5c06\u5355\u6a21\u6001\u5d4c\u5165\u7279\u5f81\u5229\u7528\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236\u8fdb\u884c\u4fe1\u606f\u4ea4\u4e92\uff0c\u5e76\u8bbe\u8ba1\u5c40\u90e8\u5757\u6ce8\u610f\u529b\u805a\u5408\u673a\u5236(Local Patch Attentional Aggregation)\u6765\u5b9a\u4f4d\u56fe\u50cf\u7be1\u6539\u533a\u57df;<\/p>\n
2. \u5728\u6df1\u5c42\u7be1\u6539\u63a8\u7406\u4e2d\uff0c\u5229\u7528\u591a\u6a21\u6001\u805a\u5408\u5668\u4e2d\u7684\u6a21\u6001\u611f\u77e5\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236\u8fdb\u4e00\u6b65\u878d\u5408\u591a\u6a21\u6001\u8bed\u4e49\u7279\u5f81\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u8fdb\u884c\u7279\u6b8a\u7684\u591a\u6a21\u6001\u5e8f\u5217\u6807\u8bb0\uff08multi-modal sequence tagging\uff09\u548c\u591a\u6a21\u6001\u591a\u6807\u7b7e\u5206\u7c7b(multi-modal multi-label classification)\u6765\u5b9a\u4f4d\u6587\u672c\u7be1\u6539\u5355\u8bcd\u5e76\u68c0\u6d4b\u66f4\u7ec6\u7c92\u5ea6\u7684\u7be1\u6539\u7c7b\u578b\u3002<\/p>\n
\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u7684HAMMER\u4e0e\u591a\u6a21\u6001\u548c\u5355\u6a21\u6001\u68c0\u6d4b\u65b9\u6cd5\u76f8\u6bd4\uff0c\u90fd\u80fd\u66f4\u51c6\u786e\u5730\u68c0\u6d4b\u5e76\u5b9a\u4f4d\u591a\u6a21\u6001\u5a92\u4f53\u7be1\u6539\u3002<\/p>\n
\n
\n
\n
\u4ece\u591a\u6a21\u6001\u7be1\u6539\u68c0\u6d4b\u548c\u5b9a\u4f4d\u7684\u53ef\u89c6\u5316\u7ed3\u679c\u6765\u770b\uff0cHAMMER\u53ef\u4ee5\u51c6\u786e\u5730\u540c\u65f6\u8fdb\u884c\u7be1\u6539\u68c0\u6d4b\u4e0e\u5b9a\u4f4d\u4efb\u52a1\u3002<\/p>\n
\n
\u6b64\u5916\uff0c\u5173\u4e8e\u7be1\u6539\u5355\u8bcd\u7684\u6a21\u578b\u6ce8\u610f\u529b\u53ef\u89c6\u5316\u7ed3\u679c\uff0c\u8fdb\u4e00\u6b65\u5c55\u793a\u4e86HAMMER\u662f\u901a\u8fc7\u5173\u6ce8\u4e0e\u7be1\u6539\u6587\u672c\u8bed\u4e49\u4e0d\u4e00\u81f4\u6027\u7684\u56fe\u50cf\u533a\u57df\u6765\u8fdb\u884c\u591a\u6a21\u6001\u7be1\u6539\u68c0\u6d4b\u548c\u5b9a\u4f4d\u3002<\/p>\n
\n
\u53c2\u8003\u8d44\u6599:<\/p>\n
https:\/\/asia.nikkei.com\/Business\/Technology\/Japan-taps-AI-to-defend-against-fake-news-in-latest-frontier-of-war#<\/p>\n
https:\/\/asia.nikkei.com\/Business\/Technology\/Japan-deploys-AI-to-detect-false-info-on-Fukushima-water-release<\/p>\n
https:\/\/www.youtube.com\/watch?v=jrM0mw8gp-Y<\/p>\n
https:\/\/www.mofa.go.jp\/press\/release\/press1e_000443.html<\/p>\n
https:\/\/tech.facebook.com\/artificial-intelligence\/2022\/07\/how-ai-could-help-make-wikipedia-entries-more-accurate\/<\/p>\n
https:\/\/arxiv.org\/abs\/2304.02556<\/p>\n
https:\/\/arxiv.org\/abs\/1902.06673<\/p>\n","protected":false},"excerpt":{"rendered":"
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