{"id":20689,"date":"2024-06-20T13:28:06","date_gmt":"2024-06-20T05:28:06","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=20689"},"modified":"2024-06-20T13:28:06","modified_gmt":"2024-06-20T05:28:06","slug":"cvpr%e4%bc%98%e7%a7%80%e8%ae%ba%e6%96%87%e8%a2%ab%e7%94%9f%e6%88%90%e5%bc%8fai%e5%8d%a0%e9%a2%86%ef%bc%8c%e6%b8%85%e5%8d%8e%e6%ad%a6%e5%a4%a7%e5%8d%8e%e5%8d%97%e5%86%9c%e5%a4%a7%e4%b8%8a%e7%a7%91","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/06\/20\/20689\/","title":{"rendered":"CVPR\u4f18\u79c0\u8bba\u6587\u88ab\u751f\u6210\u5f0fAI\u5360\u9886\uff0c\u6e05\u534e\u6b66\u5927\u534e\u5357\u519c\u5927\u4e0a\u79d1\u6821\u53cb\u83b7\u5956"},"content":{"rendered":"<div><img data-dominant-color=\"445f72\" data-has-transparency=\"false\" style=\"--dominant-color: #445f72;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-20691\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/06\/QQ\u56fe\u724720240620132713-300x167-1.png\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/06\/QQ\u56fe\u724720240620132713-300x167-1.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/06\/QQ\u56fe\u724720240620132713-300x167-1-150x84.png 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n<div class=\"article-desc\">\u4e00\u7bc7\u662fRich Human Feedback for Text-to-Image Generation\uff0c\u53d7\u5927\u6a21\u578b\u4e2d\u7684RLHF\u6280\u672f\u542f\u53d1\uff0c\u56e2\u961f\u7528\u4eba\u7c7b\u53cd\u9988\u6765\u6539\u8fdbStable Diffusion\u7b49\u6587\u751f\u56fe\u6a21\u578b\u3002\u8fd9\u9879\u7814\u7a76\u6765\u81eaUCSD\u3001\u8c37\u6b4c\u7b49\uff0c\u5171\u540c\u4e00\u4f5c\u534e\u5357\u519c\u4e1a\u5927\u5b66\u6821\u53cbYouwei Liang\u3001\u6e05\u534e\u6821\u53cbJunfeng He\u3001\u6b66\u5927\u3001\u6e2f\u4e2d\u6587\u6821\u53cbGang Li\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-1d7a5742=\"\" data-element=\"root\">\n<p>CVPR 2024\u6700\u4f73\u8bba\u6587\u5956\u65b0\u9c9c\u51fa\u7089\uff0c\u751f\u6210\u5f0fAI\u6210\u6700\u5927\u8d62\u5bb6\uff01<\/p>\n<p>\u4e00\u7bc7\u662fRich Human Feedback for Text-to-Image Generation\uff0c\u53d7\u5927\u6a21\u578b\u4e2d\u7684RLHF\u6280\u672f\u542f\u53d1\uff0c\u56e2\u961f\u7528\u4eba\u7c7b\u53cd\u9988\u6765\u6539\u8fdbStable Diffusion\u7b49\u6587\u751f\u56fe\u6a21\u578b\u3002<\/p>\n<p>\u8fd9\u9879\u7814\u7a76\u6765\u81eaUCSD\u3001\u8c37\u6b4c\u7b49\uff0c\u5171\u540c\u4e00\u4f5c\u534e\u5357\u519c\u4e1a\u5927\u5b66\u6821\u53cbYouwei Liang\u3001\u6e05\u534e\u6821\u53cbJunfeng He\u3001\u6b66\u5927\u3001\u6e2f\u4e2d\u6587\u6821\u53cbGang Li\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202406\/20\/27ae27181a5c296b8a50510c49a5d6ef2cbe63.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u53e6\u4e00\u7bc7Generative Image Dynamics\u66f4\u504f\u7406\u8bba\u4e00\u4e9b\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u56fe\u50cf\u7a7a\u95f4\u5148\u9a8c\u7684\u573a\u666f\u8fd0\u52a8\u5efa\u6a21\u65b9\u6cd5\uff0c\u53ef\u7528\u4e8e\u901a\u8fc7\u9759\u6001\u56fe\u50cf\u751f\u6210\u65e0\u7f1d\u5faa\u73af\u89c6\u9891\uff0c\u8fd8\u80fd\u5b9e\u73b0\u4e0e\u56fe\u50cf\u4e2d\u5bf9\u8c61\u7684\u4ea4\u4e92\u3002<\/p>\n<p>\u8fd9\u9879\u7814\u7a76\u6765\u81ea\u8c37\u6b4c\uff0c\u4e00\u4f5c\u8c37\u6b4cDeepMind\u7814\u7a76\u5458Zhengqi Li\uff08\u674e\u6b63\u5947\uff09\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s9.51cto.com\/oss\/202406\/20\/f44331193a34552bf1081735dd07d383285d9d.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u6700\u4f73\u5b66\u751f\u8bba\u6587\u5956\u4e5f\u4e00\u540c\u516c\u5e03\u3002<\/p>\n<p>\u4e00\u7bc7BioCLIP: A Vision Foundation Model for the Tree of Life\uff0c\u6784\u5efa\u4e86\u5927\u89c4\u6a21\u751f\u7269\u5b66\u56fe\u50cf\u6570\u636e\u96c6\uff0c\u5e76\u63d0\u51faBioCLIP\u57fa\u7840\u6a21\u578b\u6765\u5b66\u4e60\u751f\u7269\u5206\u7c7b\u7684\u5c42\u6b21\u8868\u793a\u3002<\/p>\n<p>\u6765\u81ea\u4fc4\u4ea5\u4fc4\u5dde\u7acb\u5927\u5b66\u7b49\uff0c\u5171\u540c\u4e00\u4f5cSamuel Stevens\uff0cJiaman Wu\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202406\/20\/c871ec123310e0f6ce2092176cb6e492b4609c.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u53e6\u4e00\u7bc7\u662f3D\u9ad8\u65af\u6cfc\u6e85\u9886\u57df\u7684Mip-Splatting: Alias-free 3D Gaussian Splatting\uff0c\u901a\u8fc7\u5f15\u51653D\u5e73\u6ed1\u6ee4\u6ce2\u5668\u3001\u75282D Mip\u6ee4\u6ce2\u5668\u66ff\u63622D\u81a8\u80c0\u6ee4\u6ce2\u5668\u6765\u6d88\u9664\u4f2a\u5f71\u548c\u6df7\u53e0\u7b49\u95ee\u9898\u3002<\/p>\n<p>\u6765\u81ea\u56fe\u5bbe\u6839\u5927\u5b66\u3001\u4e0a\u6d77\u79d1\u6280\u5927\u5b66\u7b49\uff0c\u4e09\u4f4d\u4e00\u4f5cZehao Yu\u3001Anpei Chen\uff08\u9648\u5b89\u6c9b\uff09\u3001Binbin Huang\u7686\u4e3a\u4e0a\u6d77\u79d1\u6280\u5927\u5b66\u5728\u8bfb\u6216\u6bd5\u4e1a\u751f\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s7.51cto.com\/oss\/202406\/20\/827a3da1086e311e398785748611151eaf5160.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u4eca\u5e74CVPR\u7684\u53c2\u4e0e\u89c4\u6a21\u548c\u53d7\u5173\u6ce8\u5ea6\u90fd\u8fbe\u5230\u4e86\u65b0\u9ad8\u5ea6\uff0c\u5728\u9881\u5956\u6d3b\u52a8\u7ed3\u675f\u540e\u4e0d\u4e45\uff0c\u5b98\u7f51\u5c31\u88ab\u6324\u7206\u4e86\u2026\u2026<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202406\/20\/69de6734081408da6cb134f4145b8a689b69f4.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>OpenAI\u8fd8\u5728\u4e00\u573a\u6d3b\u52a8\u4e2d\u73b0\u573a\u732e\u4e0aGPT-4o\u8bed\u97f3\u548c\u89c6\u89c9\u6a21\u5f0f\u7684\u6700\u65b0Demo\u3002<\/p>\n<p>\u4eca\u5e74CVPR\u5171\u6536\u5230\u6295\u7a3f11532\u4efd\uff0c\u6bd4\u4e0a\u5e74\u589e\u52a025%\uff0c\u5176\u4e2d2719\u7bc7\u8bba\u6587\u88ab\u63a5\u6536\uff0c\u63a5\u6536\u7387\u4e3a23.6%\uff0c\u7ade\u4e89\u975e\u5e38\u6fc0\u70c8\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\u4e00\u8d77\u770b\u770b\u83b7\u5956\u8bba\u6587\u662f\u5982\u4f55\u8131\u9896\u800c\u51fa\u7684\u3002<\/p>\n<h3>\u6700\u4f73\u8bba\u6587<\/h3>\n<h4>Rich Human Feedback for Text-to-Image Generation<\/h4>\n<p>\u8bba\u6587\u4f5c\u8005\u6765\u81ea\u52a0\u5229\u798f\u5c3c\u4e9a\u5927\u5b66\u5723\u5730\u4e9a\u54e5\u5206\u6821\u3001\u8c37\u6b4c\u7814\u7a76\u9662\u3001\u5357\u52a0\u5dde\u5927\u5b66\u3001\u5251\u6865\u5927\u5b66\u3001\u5e03\u5170\u4ee3\u65af\u5927\u5b66\u3002<\/p>\n<p>\u5f53\u524d\u6587\u672c\u751f\u56fe\u6a21\u578b\u751f\u6210\u7684\u56fe\u50cf\u4ecd\u5b58\u5728\u5931\u771f\u3001\u4e0e\u6587\u672c\u4e0d\u5339\u914d\u3001\u7f8e\u5b66\u8d28\u91cf\u5dee\u7b49\u95ee\u9898\uff0c\u800c\u73b0\u6709\u8bc4\u4f30\u6307\u6807\u5982IS\u3001FID\u7b49\u65e0\u6cd5\u53cd\u6620\u5355\u4e2a\u56fe\u50cf\u7684\u8d28\u91cf\u7ec6\u8282\u95ee\u9898\u3002<\/p>\n<p>\u5148\u524d\u4e00\u4e9b\u5de5\u4f5c\u5c1d\u8bd5\u91c7\u96c6\u4eba\u7c7b\u504f\u597d\u6216\u8bc4\u5206\u4f5c\u4e3a\u53cd\u9988\uff0c\u4f46\u4ecd\u7136\u662f\u5355\u4e00\u7684\u6574\u4f53\u5f97\u5206\uff0c\u7f3a\u4e4f\u53ef\u89e3\u91ca\u6027\u548c\u53ef\u64cd\u4f5c\u6027\u3002\u56e0\u6b64\uff0c\u4f5c\u8005\u63d0\u51fa\u4e86\u6536\u96c6\u4e30\u5bcc\u7684\u7ec6\u7c92\u5ea6\u4eba\u7c7b\u53cd\u9988\u4fe1\u606f\uff0c\u7528\u4e8e\u66f4\u597d\u5730\u8bc4\u4f30\u548c\u6539\u8fdb\u751f\u6210\u6a21\u578b\u3002<\/p>\n<p>\u4f5c\u8005\u7528Stable Diffusion\u751f\u6210\u7684Pick-a-Pic\u6570\u636e\u96c6\u7b5b\u9009\u4e8618K\u5f20\u56fe\u50cf\uff0c\u4e4b\u540e\u6536\u96c6\u4e86\u201c\u6807\u6ce8\u6587\u672c\u63cf\u8ff0\u4e2d\u4e0e\u56fe\u50cf\u4e0d\u5339\u914d\u7684\u5173\u952e\u8bcd\u201d\u3001\u201c\u6807\u8bb0\u56fe\u50cf\u4e2d\u7684\u5931\u771f\/\u4e0d\u5408\u7406\u533a\u57df\u201d\u7b49\u4eba\u7c7b\u53cd\u9988\u4fe1\u606f\u3002\u6bcf\u5f20\u56fe\u50cf\u75313\u4eba\u72ec\u7acb\u6807\u6ce8\uff0c\u901a\u8fc7\u5e73\u5747\/\u6295\u7968\u7b49\u65b9\u5f0f\u5408\u5e76\u5f97\u5230\u6700\u7ec8\u53cd\u9988\u6807\u7b7e\u3002<\/p>\n<p>\u4e4b\u540e\uff0c\u8bbe\u8ba1\u4e86\u4e00\u79cd\u57fa\u4e8eViT\u548cT5X\u7684\u591a\u6a21\u6001Transformer\u6a21\u578bRAHF\uff0c\u4f7f\u7528\u4e09\u79cd\u9884\u6d4b\u5668\u9884\u6d4b\u4e0a\u8ff0\u4e30\u5bcc\u7684\u4eba\u7c7b\u53cd\u9988\u4fe1\u606f:<\/p>\n<ul data-id=\"u738a58b-5EJgFeJT\">\n<li data-id=\"l34939b2-1V68PATD\">\u4f7f\u7528\u5377\u79ef\u5c42\u548c\u4e0a\u91c7\u6837\u5c42\u9884\u6d4b\u5931\u771f\u548c\u4e0d\u5339\u914d\u7684\u70ed\u529b\u56fe<\/li>\n<li data-id=\"l34939b2-b8aO5FkJ\">\u4f7f\u7528\u5377\u79ef\u5c42\u548c\u5168\u8fde\u63a5\u5c42\u9884\u6d4b4\u4e2a\u65b9\u9762\u7684\u8bc4\u5206<\/li>\n<li data-id=\"l34939b2-Ra1W0Xd6\">\u4f7f\u7528Transformer\u89e3\u7801\u5668\u751f\u6210\u5e26\u6709\u7279\u6b8atoken\u7684\u6587\u672c\u5e8f\u5217\uff0c\u6807\u8bc6\u4e0d\u5339\u914d\u7684\u5173\u952e\u8bcd<\/li>\n<\/ul>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s9.51cto.com\/oss\/202406\/20\/9728a79545b06014325660b713a02920abd406.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u5b9e\u9a8c\u4e2d\uff0cRAHF\u6a21\u578b\u5728\u591a\u4e2a\u4efb\u52a1\u4e0a\u663e\u8457\u4f18\u4e8e\u57fa\u7ebf\u6a21\u578b\uff0c\u5982ResNet-50\u548cCLIP\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s9.51cto.com\/oss\/202406\/20\/b534e9c085d50ad38bc2282d00cc6777c2c13c.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u6b64\u5916\uff0c\u4f5c\u8005\u8fd8\u63a2\u7d22\u4e86\u4e09\u79cd\u5229\u7528RAHF\u9884\u6d4b\u7684\u4e30\u5bcc\u53cd\u9988\u6765\u6539\u8fdb\u6587\u672c\u5230\u56fe\u50cf\u751f\u6210\u6a21\u578bMuse\u65b9\u6cd5\u3002<\/p>\n<p>\u4f7f\u7528\u9884\u6d4b\u7684\u8d28\u91cf\u8bc4\u5206\u7b5b\u9009\u4f18\u8d28\u6570\u636e\u5fae\u8c03Muse\u6a21\u578b\uff0c\u751f\u6210\u56fe\u50cf\u7684\u8d28\u91cf\u524d\u540e\u5bf9\u6bd4\u5982\u4e0b\uff1a<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s9.51cto.com\/oss\/202406\/20\/47893386114c697fed213363c9b0f484b4af6f.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u4f7f\u7528\u9884\u6d4b\u7684\u5931\u771f\u70ed\u529b\u56fe\u751f\u6210\u63a9\u7801\u533a\u57df\uff0c\u5728\u8be5\u533a\u57df\u5185\u5bf9Muse\u751f\u6210\u56fe\u50cf\u8fdb\u884c\u5c40\u90e8\u4fee\u8865\uff0c\u51cf\u5c11\u4e86\u751f\u6210\u56fe\u50cf\u7684\u5931\u771f\u95ee\u9898\uff1a<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202406\/20\/b9cade877024e5dcbe7781593cf2727cfb2033.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h4>Generative Image Dynamics<\/h4>\n<p>\u8bba\u6587\u4f5c\u8005\u6765\u81ea\u8c37\u6b4c\u7814\u7a76\u9662\u3002<\/p>\n<p>\u81ea\u7136\u754c\u4e2d\u7684\u573a\u666f\u603b\u662f\u5728\u8fd0\u52a8\uff0c\u5373\u4f7f\u662f\u770b\u4f3c\u9759\u6001\u7684\u573a\u666f\u4e5f\u4f1a\u56e0\u4e3a\u98ce\u3001\u6c34\u6d41\u3001\u547c\u5438\u7b49\u800c\u4ea7\u751f\u5fae\u5999\u7684\u632f\u8361\u3002<\/p>\n<p>\u8bba\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u4ece\u5355\u5f20\u9759\u6001\u56fe\u50cf\u751f\u6210\u81ea\u7136\u632f\u8361\u52a8\u753b\u7684\u65b0\u65b9\u6cd5\uff0c\u800c\u4e14\u652f\u6301\u7528\u6237\u4e0e\u56fe\u4e2d\u7269\u4f53\u8fdb\u884c\u4ea4\u4e92\uff1a<\/p>\n<p><img data-dominant-color=\"92868e\" data-has-transparency=\"false\" style=\"--dominant-color: #92868e;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-20692\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/06\/34c20d555a4c0fe1fd5491ac71975cd00e5e73.gif\" width=\"834\" height=\"498\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" \/><\/p>\n<p>\u56e2\u961f\u53d1\u73b0\u81ea\u7136\u573a\u666f\u4e2d\u7684\u632f\u8361\u8fd0\u52a8\uff0c\u5982\u6811\u53f6\u6446\u52a8\u7b49\uff0c\u4e3b\u8981\u7531\u4f4e\u9891\u5206\u91cf\u7ec4\u6210\uff0c\u56e0\u6b64\u5f15\u5165\u4e86\u8c31\u4f53\u79ef\u4f5c\u4e3a\u8fd0\u52a8\u8868\u793a\uff0c\u5373\u5bf9\u89c6\u9891\u5e8f\u5217\u4e2d\u63d0\u53d6\u7684\u50cf\u7d20\u8fd0\u52a8\u8f68\u8ff9\u8fdb\u884c\u5085\u91cc\u53f6\u53d8\u6362\u5f97\u5230\u7684\u9891\u57df\u8868\u793a\uff0c\u53ea\u9700\u5c11\u91cf\u7684\u4f4e\u9891\u5085\u91cc\u53f6\u7cfb\u6570\u5373\u53ef\u4fdd\u7559\u5927\u90e8\u5206\u8fd0\u52a8\u4fe1\u606f\u3002<\/p>\n<p>\u7136\u540e\uff0c\u4f5c\u8005\u91c7\u7528\u6f5c\u53d8\u91cf\u6269\u6563\u6a21\u578b\u4ece\u8f93\u5165\u56fe\u50cf\u9884\u6d4b\u8c31\u4f53\u79ef\uff0c\u5e76\u63d0\u51fa\u4e86\u9891\u7387\u81ea\u9002\u5e94\u5f52\u4e00\u5316\u548c\u9891\u7387\u534f\u8c03\u53bb\u566a\u4e24\u79cd\u7b56\u7565\u6765\u63d0\u9ad8\u9884\u6d4b\u8d28\u91cf\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s7.51cto.com\/oss\/202406\/20\/35fbe6b55e58b28e3c591844cfb7cfe5928e98.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u6700\u540e\uff0c\u5c06\u9884\u6d4b\u7684\u8c31\u4f53\u79ef\u901a\u8fc7\u9006\u5085\u91cc\u53f6\u53d8\u6362\u8f6c\u5316\u4e3a\u8fd0\u52a8\u7eb9\u7406\uff0c\u5e76\u8bbe\u8ba1\u4e86\u4e00\u79cd\u57fa\u4e8e\u56fe\u50cf\u7684\u6e32\u67d3\u6a21\u5757\uff0c\u5c06\u8f93\u5165\u56fe\u50cf\u6309\u9884\u6d4b\u7684\u8fd0\u52a8\u8f68\u8ff9\u8fdb\u884c\u524d\u5411\u6e32\u67d3\uff0c\u6700\u7ec8\u751f\u6210\u5c55\u73b0\u81ea\u7136\u632f\u8361\u8fd0\u52a8\u7684\u52a8\u753b\u89c6\u9891\u5e8f\u5217\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202406\/20\/56863c676f5ef3fc7b897334b3d298fb4d0117.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u7ed3\u5408\u57fa\u4e8e\u56fe\u50cf\u7684\u6e32\u67d3\u6a21\u5757\uff0c\u8fd9\u4e9b\u8f68\u8ff9\u53ef\u4ee5\u7528\u4e8e\u591a\u4e2a\u5e94\u7528\u573a\u666f\uff0c\u4f8b\u5982\u5c06\u9759\u6001\u56fe\u50cf\u8f6c\u6362\u4e3a\u65e0\u7f1d\u5faa\u73af\u7684\u89c6\u9891\uff0c\u6216\u8005\u901a\u8fc7\u5c06\u5149\u8c31\u4f53\u79ef\u89e3\u91ca\u4e3a\u56fe\u50cf\u7a7a\u95f4\u6a21\u6001\u57fa\u5e95\uff0c\u8fd1\u4f3c\u7269\u4f53\u52a8\u6001\uff0c\u8ba9\u7528\u6237\u80fd\u591f\u4e0e\u771f\u5b9e\u56fe\u7247\u4e2d\u7684\u7269\u4f53\u8fdb\u884c\u903c\u771f\u7684\u4ea4\u4e92\u3002<\/p>\n<p>\u4f5c\u8005\u4ece\u5b9a\u91cf\u548c\u5b9a\u6027\u4e24\u65b9\u9762\u8bc4\u4f30\u751f\u6210\u89c6\u9891\u7684\u8d28\u91cf\uff0c\u7ed3\u679c\u663e\u793a\u8be5\u65b9\u6cd5\u660e\u663e\u4f18\u4e8e\u57fa\u51c6\uff1a<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202406\/20\/0796a3f47be3b91f5f9150fd85efdb03488fdd.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><br \/>\n<img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202406\/20\/a10227d9964caf8f7d41172edda8ec18b3aa84.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u6700\u540e\u518d\u6765\u770b\u4e00\u4e0b\u6548\u679c\uff1a<\/p>\n<p><img data-dominant-color=\"605b3a\" data-has-transparency=\"false\" style=\"--dominant-color: #605b3a;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-20693\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/06\/049bae4494a86161a73007343cb313ebf8dcff.gif\" width=\"800\" height=\"440\" alt=\"\" title=\"\u56fe\u7247\" \/><\/p>\n<h3>\u6700\u4f73\u5b66\u751f\u8bba\u6587<\/h3>\n<h4>BioCLIP: A Vision Foundation Model for the Tree of Life<\/h4>\n<p>\u8bba\u6587\u4f5c\u8005\u6765\u81ea\u4fc4\u4ea5\u4fc4\u5dde\u7acb\u5927\u5b66\u3001\u5fae\u8f6f\u7814\u7a76\u9662\u3001\u52a0\u5229\u798f\u5c3c\u4e9a\u5927\u5b66\u6b27\u6587\u5206\u6821\u3001\u4f26\u65af\u52d2\u7406\u5de5\u5b66\u9662\u3002<\/p>\n<p>\u4ed6\u4eec\u6784\u5efa\u4e86\u4e00\u4e2a\u5927\u89c4\u6a21\u751f\u7269\u5b66\u56fe\u50cf\u6570\u636e\u96c6TreeOfLife-10M\uff0c\u5305\u542b1040\u4e07\u5f20\u56fe\u50cf\uff0c\u8986\u76d6454103\u4e2a\u751f\u7269\u7269\u79cd\uff0c\u5e76\u63d0\u51fa\u4e86<strong>BioCLIP\u6a21\u578b<\/strong>\uff0c\u5229\u7528CLIP\u5f0f\u7684\u591a\u6a21\u6001\u5bf9\u6bd4\u5b66\u4e60\u76ee\u6807\uff0c\u7ed3\u5408\u751f\u7269\u5b66\u5206\u7c7b\u5c42\u6b21\u7ed3\u6784\u7528TreeOfLife-10M\u6570\u636e\u96c6\u9884\u8bad\u7ec3\u6a21\u578b\u3002<\/p>\n<p>\u4f7f\u7528\u8be5\u65b9\u6cd5\u53ef\u5f88\u597d\u5730\u6355\u83b7\u751f\u7269\u5206\u7c7b\u4f53\u7cfb\u7684\u5c42\u7ea7\u7ed3\u6784\uff0c\u4ece\u800c\u5b9e\u73b0\u5bf9\u770b\u4e0d\u89c1\u7c7b\u522b\u6837\u672c\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202406\/20\/f184a393500375d3416845f02aeafb7503e628.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h4>Mip-Splatting: Alias-free 3D Gaussian Splatting<\/h4>\n<p>3D\u9ad8\u65af\u6e85\u5c04\u5c55\u793a\u4e86\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u65b0\u9896\u89c6\u56fe\u5408\u6210\u7ed3\u679c\uff0c\u8fbe\u5230\u4e86\u9ad8\u6548\u7387\u548c\u9ad8\u4fdd\u771f\u5ea6\u3002\u7136\u800c\uff0c\u5f53\u6539\u53d8\u91c7\u6837\u7387\u65f6\uff0c\u4f8b\u5982\u901a\u8fc7\u6539\u53d8\u7126\u8ddd\u6216\u76f8\u673a\u8ddd\u79bb\uff0c\u53ef\u4ee5\u89c2\u5bdf\u5230\u5f3a\u70c8\u7684\u4f2a\u5f71\u3002<\/p>\n<p>\u56e2\u961f\u53d1\u73b0\u8fd9\u79cd\u73b0\u8c61\u7684\u6839\u6e90\u53ef\u5f52\u56e0\u4e8e\u7f3a\u4e4f3D\u9891\u7387\u7ea6\u675f\u548c2D\u81a8\u80c0\u6ee4\u6ce2\u5668\u7684\u4f7f\u7528\u3002<\/p>\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u56e2\u961f\u5f15\u5165\u4e86\u4e00\u4e2a3D\u5e73\u6ed1\u6ee4\u6ce2\u5668\uff0c\u6839\u636e\u8f93\u5165\u89c6\u56fe\u5f15\u8d77\u7684\u6700\u5927\u91c7\u6837\u9891\u7387\u6765\u9650\u52363D Gaussian primitive\u7684\u5927\u5c0f\uff0c\u4ece\u800c\u6d88\u9664\u653e\u5927\u65f6\u7684\u9ad8\u9891\u4f2a\u5f71\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u7528\u6a21\u62df2D\u76d2\u5f0f\u6ee4\u6ce2\u5668\u76842D Mip\u6ee4\u6ce2\u5668\u66ff\u63622D\u81a8\u80c0\u6ee4\u6ce2\u5668\uff0c\u53ef\u4ee5\u6709\u6548\u7f13\u89e3\u6df7\u53e0\u548c\u81a8\u80c0\u95ee\u9898\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s9.51cto.com\/oss\/202406\/20\/624f320538178585ab95973d91c664685a420f.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u56e2\u961f\u8fd8\u63d0\u4f9b\u4e86\u5728\u7ebf\u6f14\u793a\uff0c\u611f\u5174\u8da3\u7684\u53ef\u4ee5\u73a9\u8d77\u6765\u4e86\u3002<br \/>\nhttps:\/\/niujinshuchong.github.io\/mip-splatting-demo\/\u3002<\/p>\n<p>\u6700\u4f73\u8bba\u6587\uff1ahttps:\/\/arxiv.org\/abs\/2312.10240https:\/\/generative-dynamics.github.io\u3002<\/p>\n<p>\u6700\u4f73\u5b66\u751f\u8bba\u6587\uff1ahttps:\/\/arxiv.org\/abs\/2311.16493https:\/\/arxiv.org\/pdf\/2311.18803\u3002<\/p>\n<p>\u53c2\u8003\u94fe\u63a5\uff1a<br \/>\n[1]https:\/\/x.com\/CVPR\u3002<br \/>\n[2]https:\/\/x.com\/PauloFagundesIA\/status\/1803446527752278425\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_20689\" class=\"pvc_stats total_only  \" data-element-id=\"20689\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u7bc7\u662fRich Human Feedback for Text-to-Image Generation\uff0c\u53d7\u5927\u6a21 [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_20689\" class=\"pvc_stats total_only  \" data-element-id=\"20689\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 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