{"id":53174,"date":"2024-10-18T21:24:33","date_gmt":"2024-10-18T13:24:33","guid":{"rendered":"https:\/\/swarma.org\/?p=53174"},"modified":"2024-10-18T21:24:33","modified_gmt":"2024-10-18T13:24:33","slug":"%e6%89%a9%e6%95%a3%e6%a8%a1%e5%9e%8b%e4%b8%8e%e6%bc%94%e5%8c%96%e7%ae%97%e6%b3%95%e7%9a%84%e9%9a%90%e7%a7%98%e8%81%94%e7%b3%bb","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=53174","title":{"rendered":"\u6269\u6563\u6a21\u578b\u4e0e\u6f14\u5316\u7b97\u6cd5\u7684\u9690\u79d8\u8054\u7cfb"},"content":{"rendered":"
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\u8bba\u6587\u9898\u76ee\uff1aDiffusion Models are Evolutionary Algorithms
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\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2410.02543<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u6070\u5de7\uff0c\u5728 DDIM\u3001Consistency Model \u7b49\u5de5\u4f5c\u4e2d\u90fd\u63d0\u51fa\u4e86\u4e00\u4e2a\u65b0\u89c6\u89d2\uff1a\u6269\u6563\u6a21\u578b\u4e5f\u5728\u9884\u6d4b\u539f\u70b9\u3002\u56de\u5230\u6269\u6563\u6a21\u578b\u7684\u52a0\u566a\u8fc7\u7a0b\uff0c\u53ea\u8981\u77e5\u9053\u4e86\u566a\u58f0\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u76f4\u63a5\u7b97\u51fa\u539f\u70b9\uff1a<\/span><\/section>\n

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\u53ef\u4ee5\u770b\u5230\uff0c\u6bcf\u4e00\u4e2a\u5173\u952e\u7684\u90e8\u5206\u90fd\u4e00\u4e00\u5bf9\u5e94\u3002\u8fd9\u4e5f\u5f15\u51fa\u4e86\u6211\u4eec\u6700\u540e\u7684\u95ee\u9898\uff1a\u6269\u6563\u6a21\u578b\u5df2\u7ecf\u662f\u4e00\u4e2a\u5bb6\u65cf\u4e86\uff0c\u6269\u6563\u6f14\u5316\u7b97\u6cd5\u4e5f\u4f1a\u6709\u5f88\u591a\u7c7b\u578b\u3002\u5176\u4ed6\u7684\u6269\u6563\u6a21\u578b\u80fd\u5e26\u6765\u6709\u8da3\u7684\u6f14\u5316\u7b97\u6cd5\u5417\uff1f<\/strong>\u4e0e\u6b64\u540c\u65f6\uff0c\u6f14\u5316\u7b97\u6cd5\u4e5f\u6709\u957f\u4e45\u7684\u5386\u53f2\uff0c\u4e5f\u5b58\u5728\u5f88\u591a\u7b80\u6d01\u4f18\u7f8e\u7684\u5de5\u5177\u3002\u6f14\u5316\u7b97\u6cd5\u53cd\u8fc7\u6765\u53ef\u4ee5\u4f18\u5316\u6269\u6563\u6a21\u578b\u5417\uff1f<\/strong>\u56de\u5230\u6700\u5f00\u59cb\u7684\u95ee\u9898\u4e0a\uff0c\u8fde\u63a5\u4e24\u4e2a\u9886\u57df\u8fd8\u6709\u4e00\u4e2a\u9690\u85cf\u7684\u597d\u5904\uff0c\u90a3\u5c31\u662f\u6211\u4eec\u53ef\u4ee5\u300c\u89e3\u65b9\u7a0b\u300d\u3002\u5217\u51fa\u4e86 x<\/span>2<\/sup>=-1\uff0c\u4eba\u4eec\u4fbf\u521b\u9020\u4e86\u865a\u6570\u3002\u5982\u6b64\u7c7b\u6bd4\uff0c\u6269\u6563\u6a21\u578b\u4e0e\u6f14\u5316\u7b97\u6cd5\u7684\u65b9\u7a0b\u80fd\u89e3\u51fa\u4ec0\u4e48\u5462\uff1f<\/span><\/section>\n

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– \u76f4\u64ad\u9884\u544a –<\/span><\/span><\/em><\/p>\n

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AI+Science \u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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<\/p>\n<\/section>\n

AI+Science \u662f\u8fd1\u5e74\u5174\u8d77\u7684\u5c06\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u76f8\u7ed3\u5408\u7684\u4e00\u79cd\u8d8b\u52bf\u3002\u4e00\u65b9\u9762\u662f AI for Science\uff0c\u673a\u5668\u5b66\u4e60\u548c\u5176\u4ed6 AI \u6280\u672f\u53ef\u4ee5\u7528\u6765\u89e3\u51b3\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u95ee\u9898\uff0c\u4ece\u9884\u6d4b\u5929\u6c14\u548c\u86cb\u767d\u8d28\u7ed3\u6784\uff0c\u5230\u6a21\u62df\u661f\u7cfb\u78b0\u649e\u3001\u8bbe\u8ba1\u4f18\u5316\u6838\u805a\u53d8\u53cd\u5e94\u5806\uff0c\u751a\u81f3\u50cf\u79d1\u5b66\u5bb6\u4e00\u6837\u8fdb\u884c\u79d1\u5b66\u53d1\u73b0\uff0c\u88ab\u79f0\u4e3a\u79d1\u5b66\u53d1\u73b0\u7684\u201c\u7b2c\u4e94\u8303\u5f0f\u201d\u3002\u53e6\u4e00\u65b9\u9762\u662f Science for AI\uff0c\u79d1\u5b66\u5c24\u5176\u662f\u7269\u7406\u5b66\u4e2d\u7684\u89c4\u5f8b\u548c\u601d\u60f3\u542f\u53d1\u673a\u5668\u5b66\u4e60\u7406\u8bba\uff0c\u4e3a\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u63d0\u4f9b\u5168\u65b0\u7684\u89c6\u89d2\u548c\u65b9\u6cd5\u3002<\/span><\/section>\n

<\/section>\n
\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u535a\u58eb\u540e\u7814\u7a76\u5458\u5434\u6cf0\u9716\uff08Jure Leskovec \u6559\u6388\u6307\u5bfc\uff09\u3001\u54c8\u4f5b\u91cf\u5b50\u8ba1\u5212\u7814\u7a76\u5458\u6248\u9e3f\u4e1a\u3001\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7269\u7406\u7cfb\u535a\u58eb\u751f\u5218\u5b50\u9e23\uff08Max Tegmark \u6559\u6388\u6307\u5bfc\uff09\uff0c\u5171\u540c\u53d1\u8d77\u4ee5\u201cAI+Science<\/a>\u201d\u4e3a\u4e3b\u9898\u7684\u8bfb\u4e66\u4f1a\uff0c\u63a2\u8ba8\u8be5\u9886\u57df\u7684\u91cd\u8981\u95ee\u9898\uff0c\u5171\u5b66\u5171\u7814\u76f8\u5173\u6587\u732e\u3002\u8bfb\u4e66\u4f1a\u4ece2023\u5e743\u670826\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u65e5\u65e9\u4e0a 10:00-12:00 \u7ebf\u4e0a\u4e3e\u884c\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba110\u5468\u3002\u6b22\u8fce\u5bf9\u63a2\u7d22\u8fd9\u4e2a\u6fc0\u52a8\u4eba\u5fc3\u7684\u524d\u6cbf\u9886\u57df\u6709\u5174\u8da3\u7684\u670b\u53cb\u62a5\u540d\u53c2\u4e0e\u3002<\/span><\/section>\n

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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/section>\n
\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u53d1\u73b0\u76f8\u4e92\u8d4b\u80fd\u7684\u65b0\u8303\u5f0f\uff1aAI+Science \u8bfb\u4e66\u4f1a\u542f\u52a8<\/a>
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\u975e\u5e73\u8861\u7edf\u8ba1\u7269\u7406\u8bfb\u4e66\u4f1a\u542f\u52a8\uff01<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u7edf\u8ba1\u7269\u7406\u5b66\u4e0d\u4ec5\u80fd\u89e3\u91ca\u70ed\u5b66\u73b0\u8c61\uff0c\u8fd8\u80fd\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u4ece\u5fae\u89c2\u7c92\u5b50\u5230\u5b8f\u89c2\u5b87\u5b99\u7684\u5404\u4e2a\u5c42\u7ea7\u5982\u4f55\u8054\u7cfb\u8d77\u6765\uff0c\u590d\u6742\u73b0\u8c61\u5982\u4f55\u6d8c\u73b0\u3002\u5b83\u901a\u8fc7\u7814\u7a76\u5927\u91cf\u7c92\u5b50\u7684\u96c6\u4f53\u884c\u4e3a\uff0c\u6210\u529f\u5730\u5c06\u5fae\u89c2\u4e16\u754c\u7684\u968f\u673a\u6027\u4e0e\u5b8f\u89c2\u4e16\u754c\u7684\u786e\u5b9a\u6027\u8054\u7cfb\u8d77\u6765\uff0c\u4e3a\u6211\u4eec\u7406\u89e3\u81ea\u7136\u754c\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u4e5f\u4e3a\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u53d1\u5c55\u63d0\u4f9b\u4e86\u91cd\u8981\u63a8\u52a8\u529b\u3002<\/span><\/p>\n


<\/p>\n

\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u7ebd\u7ea6\u5dde\u7acb\u5927\u5b66\u77f3\u6eaa\u5206\u6821\u6559\u6388\u6c6a\u52b2\u3001\u5fb7\u7d2f\u65af\u987f\u7cfb\u7edf\u751f\u7269\u5b66\u4e2d\u5fc3\u535a\u58eb\u540e\u7814\u7a76\u5458\u6881\u5e08\u7fce\u3001\u9999\u6e2f\u6d78\u4f1a\u5927\u5b66\u52a9\u7406\u6559\u6388\u5510\u4e7e\u5143\uff0c\u5171\u540c\u53d1\u8d77\u300c\u975e\u5e73\u8861\u7edf\u8ba1\u7269\u7406\u300d\u8bfb\u4e66\u4f1a\uff0c\u5173\u6ce8\u975e\u5e73\u8861\u7edf\u8ba1\u7269\u7406\u7684\u524d\u6cbf\u7406\u8bba\u8fdb\u5c55\u3001\u751f\u547d\u548c\u70ed\u529b\u5b66\u3001\u7edf\u8ba1\u7269\u7406\u4e0e\u673a\u5668\u5b66\u4e60\u4ea4\u53c9\u4e09\u4e2a\u5927\u7684\u4e3b\u9898\u65b9\u5411\uff0c\u6db5\u76d6\u70ed\u673a\u4f18\u5316\u95ee\u9898\u3001\u6da8\u843d\u76f8\u5173\u7684\u70ed\u529b\u5b66\u3001\u53cd\u5e38\u70ed\u529b\u5b66\u73b0\u8c61\u3001\u4fe1\u606f\u89c6\u89d2\u4e0b\u7684\u70ed\u529b\u5b66\u3001\u751f\u547d\u7cfb\u7edf\u7684\u666f\u89c2\u548c\u6d41\u7406\u8bba\u3001\u6d3b\u6027\u7269\u8d28\u3001\u751f\u547d\u7cfb\u7edf\u3001\u79cd\u7fa4\u52a8\u529b\u5b66\u3001\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u7b49\u524d\u6cbf\u8bdd\u9898\u3002\u8bfb\u4e66\u4f1a\u8ba1\u5212\u4ece11\u670819\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u4e8c\u665a19:00-21:00\u8fdb\u884c\u3002\u6211\u4eec\u8bda\u631a\u9080\u8bf7\u76f8\u5173\u9886\u57df\u7684\u7814\u7a76\u8005\u5206\u4eab\u7684\u5de5\u4f5c\uff0c\u4e5f\u6b22\u8fce\u5927\u5bb6\u4e00\u8d77\u53c2\u4e0e\u8ba8\u8bba\u4ea4\u6d41\uff01\uff08\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u62a5\u540d\u52a0\u5165\u8bfb\u4e66\u4f1a\uff09<\/span><\/p>\n


<\/section>\n

<\/p>\n

\u62a5\u540d\u94fe\u63a5\uff1ahttps:\/\/pattern.swarma.org\/study_group\/54<\/section>\n

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<\/section>\n
\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/strong>
<\/section>\n
1. <\/strong>\u4ece\u6269\u6563\u6a21\u578b\u5230\u6cca\u677e\u6d41\u6a21\u578b\uff0c\u751f\u6210\u5f0fAI\u7684\u7269\u7406\u57fa\u7840\u662f\u5426\u6709\u671b\u5927\u4e00\u7edf\uff1f<\/a><\/strong><\/span><\/section>\n
2. <\/strong>2024\u5e74\u7269\u7406\u8bfa\u5956\u6388\u4e88\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\uff1a\u7edf\u8ba1\u7269\u7406\u5f15\u53d1\u7684\u673a\u5668\u5b66\u4e60\u9769\u547d<\/a><\/strong><\/span><\/section>\n
3. <\/strong>\u4ec0\u4e48\u662f\u6f14\u5316\u7b97\u6cd5 | \u96c6\u667a\u767e\u79d1<\/a><\/strong><\/span><\/section>\n
<\/a><\/strong><\/span><\/section>\n
4. <\/strong>\u8fbe\u5c14\u6587\u529b\u5b66\u2014\u2014\u751f\u547d\u7684\u529b\u5b66<\/a><\/strong><\/span><\/section>\n
5. <\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
<\/strong>6.<\/strong> \u9f99\u5e74\u5927\u8fd0\u8d77\uff0c\u5b66\u4e60\u6b63\u5f53\u65f6\uff01\u89e3\u9501\u96c6\u667a\u5168\u7ad9\u5185\u5bb9\uff0c\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/a><\/strong><\/strong><\/strong><\/strong><\/span><\/strong><\/strong><\/section>\n

7. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/p>\n


<\/p>\n


<\/section>\n

\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/p>\n

<\/mp-style-type><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

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