{"id":61,"date":"2018-06-13T17:44:50","date_gmt":"2018-06-13T08:44:50","guid":{"rendered":"http:\/\/www.cns.atr.jp\/brain-ai-miniworkshop\/?page_id=61"},"modified":"2018-06-15T17:12:58","modified_gmt":"2018-06-15T08:12:58","slug":"4th","status":"publish","type":"page","link":"https:\/\/bicr.atr.jp\/brain-ai-miniworkshop\/4th\/","title":{"rendered":"\u7b2c\uff14\u56de\u3000\u8133\u578b\u4eba\u5de5\u77e5\u80fd\u3068\u305d\u306e\u5fdc\u7528\u30df\u30cb\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7"},"content":{"rendered":"<p>\u65e5\u6642\uff1a2017\u5e746\u670822\u65e5\uff08\u6728\uff09\u300013:30-16:50<\/p>\n<p>13:30-13:40\u00a0\u00a0\u00a0\u00a0 ATR \u8133\u60c5\u5831\u901a\u4fe1\u7dcf\u5408\u7814\u7a76\u6240 \u8a8d\u77e5\u6a5f\u69cb\u7814\u7a76\u6240\u3000\u526f\u6240\u9577\u3000\u77f3\u4e95 \u4fe1<\/p>\n<p>13:40-14:40\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u6771\u5317\u5927\u5b66\u5927\u5b66\u9662\u60c5\u5831\u79d1\u5b66\u7814\u7a76\u79d1 \u6559\u6388\u3000\u5ca1\u8c37\u00a0 \u8cb4\u4e4b 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\u5148\u751f<\/span><\/p>\n<p>\u30bf\u30a4\u30c8\u30eb\uff1a\u8996\u899aSLAM\u306e\u30ed\u30d0\u30b9\u30c8\u5316\u3068\u79fb\u52d5\u30ed\u30dc\u30c3\u30c8\u5fdc\u7528<\/p>\n<p>\u6982\u8981\uff1a\u591a\u8996\u70b9\u753b\u50cf\u3092\u4f7f\u3063\u305f\uff13\u6b21\u5143\u5f62\u72b6\u5fa9\u5143\uff08SfM\/Visual 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style=\"color: #3366ff;\">14:40-15:40\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u65e9\u7a32\u7530\u5927\u5b66 \u7406\u5de5\u5b66\u8853\u9662 \u57fa\u5e79\u7406\u5de5\u5b66\u90e8 \u8868\u73fe\u5de5\u5b66\u79d1 \u6559\u6388\u3000\u5c3e\u5f62 \u54f2\u4e5f \u5148\u751f<\/span><\/p>\n<p>\u30bf\u30a4\u30c8\u30eb\uff1a\u6df1\u5c64\u5b66\u7fd2\u306b\u3088\u308b\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u4f5c\u6a21\u5023\u5b66\u7fd2\u3068\u4eca\u5f8c\u306e\u5c55\u671b<\/p>\n<p>\u6982\u8981\uff1a\u672c\u8b1b\u6f14\u3067\u306f\uff0c\u6df1\u5c64\u5b66\u7fd2\u3092\u7528\u3044\u305f\u591a\u81ea\u7531\u5ea6\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u4f5c\uff0c\u8a00\u8a9e\u5b66\u7fd2\u306b\u3064\u3044\u3066\u6211\u3005\u304c\u884c\u3063\u3066\u304d\u305f\u7814\u7a76\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3059\u308b\uff0e\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u4f5c\u5b66\u7fd2\u3067\u306f\uff0c3D\u30e2\u30c7\u30ea\u30f3\u30b0\u304cP\u7279\u306b\u56f0\u96e3\u306a\u67d4\u8edf\u7269\u4f53\u64cd\u4f5c\u306e\u751f\u6210\u3092\u8a66\u307f\u305f\uff0e\u9060\u9694\u64cd\u4f5c\u306b\u3088\u308b\u76f4\u63a5\u6559\u793a\u624b\u6cd5\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\uff0c\u5f93\u6765\u306e\u30ed\u30dc\u30c3\u30c8\u5236\u5fa1\u3067\u306f\u56f0\u96e3\u3067\u3042\u3063\u305f\u6ed1\u308a\u306a\u3069\u3092\u4f34\u3046\u52d5\u4f5c\u3092\u5b66\u7fd2\u3055\u305b\u308b\uff0e\u5177\u4f53\u7684\u306b\u306f\u6620\u50cf\u3068\u95a2\u7bc0\u904b\u52d5\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306e\u7d71\u5408\u60c5\u5831\u3068\u3057\u3066\u4e0e\u3048\uff0c\u6df1\u5c64\u5b66\u7fd2\u306eEnd to End\u5b66\u7fd2\u306b\u3088\u308a\u4e00\u822c\u5316\u3059\u308b\uff0e\u7d50\u679c\u7684\u306b\u30ed\u30dc\u30c3\u30c8\u306f\u6b21\u72b6\u614b\u30a4\u30e1\u30fc\u30b8\u3092\u4e88\u6e2c\u3057\u306a\u304c\u3089\uff0c\u8907\u6570\u306e\u672a\u5b66\u7fd2\u7269\u4f53\u306e\u64cd\u4f5c\u304c\u53ef\u80fd\u3068\u306a\u308b\uff0e\u3053\u308c\u306b\u52a0\u3048\u3066\uff0c\u8ee2\u79fb\u5b66\u7fd2\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5fdc\u7528\u3057\u305f\u4ed6\u8005\u52d5\u4f5c\u306e\u4e88\u6e2c\u3068\u6a21\u5023\u5b66\u7fd2\u306e\u57fa\u790e\u5b9f\u9a13\u7d50\u679c\u3092\u7d39\u4ecb\u3059\u308b\uff0e\u6700\u5f8c\u306b\u57fa\u790e\u5b9f\u9a13\u3068\u3057\u3066\uff0c\u518d\u5e30\u578b\u795e\u7d4c\u56de\u8def\u30e2\u30c7\u30eb\u306b\u3088\u308b\u8a00\u8a9e\u5b66\u7fd2\u3092\u30ed\u30dc\u30c3\u30c8\u52d5\u4f5c\u5b66\u7fd2\u306b\u5c0e\u5165\u3057\u305f\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u3082\u7d39\u4ecb\u3059\u308b\uff0e\u5177\u4f53\u7684\u306b\u306fSeq2Seq\u5b66\u7fd2\u3092\u62e1\u5f35\u3057\uff0c\u591a\u7fa9\u6027\u3092\u6709\u3059\u308b\u6587\u7ae0\u3092\u89e3\u91c8\u53ef\u80fd\u306a\u30ed\u30dc\u30c3\u30c8\u30e2\u30c7\u30eb\u3092\u7d39\u4ecb\u3059\u308b\u3068\u3068\u3082\u306b\uff0c\u305d\u3053\u306b\u7372\u5f97\u3055\u308c\u308b\u5185\u90e8\u8868\u73fe\u306b\u3064\u3044\u3066\u3082\u89e3\u6790\u3092\u884c\u3046\uff0e\u6700\u5f8c\u306b\uff0c\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u5316\u554f\u984c\uff0c\u4eba\u5de5\u77e5\u80fd\u3068\u30ed\u30dc\u30c3\u30c8\u306e\u9818\u57df\u306e\u7d71\u5408\uff0c\u3055\u3089\u306b\u4eca\u5f8c\u306e\u5fdc\u7528\u306a\u3069\u306b\u3064\u3044\u3066\u5c55\u671b\u3059\u308b\uff0e<\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #3366ff;\">15:50-16:50\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 ATR \u8133\u60c5\u5831\u901a\u4fe1\u7dcf\u5408\u7814\u7a76\u6240\u3000BRI\u5ba4\u3000\u4e3b\u5e79\u3000<\/span><span style=\"color: #3366ff;\">\u5185\u90e8 \u82f1\u6cbb<\/span><\/p>\n<p>\u30bf\u30a4\u30c8\u30eb\uff1a\u6df1\u5c64\u9806\u30fb\u9006\u5f37\u5316\u5b66\u7fd2<\/p>\n<p>\u30b0\u30fc\u30b0\u30eb\u30c7\u30a3\u30fc\u30d7\u30de\u30a4\u30f3\u30c9\u793e\u306e\u63d0\u6848\u3057\u305f\u6df1\u5c64\u5f37\u5316\u5b66\u7fd2\u306f\u4eba\u9593\u3068\u540c\u7a0b\u5ea6\u306b\u30d3\u30c7\u30aa\u30b2\u30fc\u30e0\u3092\u30d7\u30ec\u30a4\u3057\u3001\u56f2\u7881\u306e\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u306b\u52dd\u5229\u3059\u308b\u306a\u3069\u975e\u5e38\u306b\u9ad8\u5ea6\u306a\u5236\u5fa1\u5247\u3092\u81ea\u5f8b\u7684\u306b\u5b66\u7fd2\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u305f\u3002\u3057\u304b\u3057\u5f93\u6765\u306e\u6df1\u5c64\u5f37\u5316\u5b66\u7fd2\u306f\u5b66\u7fd2\u904e\u7a0b\u3092\u5b89\u5b9a\u5316\u3055\u305b\u308b\u305f\u3081\u306b\u69d8\u3005\u306a\u4fdd\u5b88\u7684\u306a\u6280\u8853\u3092\u5c0e\u5165\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u305f\u3081\u5b66\u7fd2\u306b\u8981\u3059\u308b\u30c7\u30fc\u30bf\u6570\u3001\u66f4\u65b0\u56de\u6570\u304c\u81a8\u5927\u306b\u306a\u308a\u3001\u305d\u306e\u3053\u3068\u304c\u5b9f\u969b\u306e\u554f\u984c\u306b\u9069\u7528\u3059\u308b\u969b\u306e\u30cd\u30c3\u30af\u3068\u306a\u3063\u3066\u3044\u305f\u3002\u305d\u3053\u3067\u672c\u8b1b\u6f14\u306e\u524d\u534a\u3067\u306f\u6df1\u5c64\u5f37\u5316\u5b66\u7fd2\u3092\u9ad8\u901f\u5316\u3059\u308b\u305f\u3081\u306e\u6211\u3005\u306e\u53d6\u308a\u7d44\u307f\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3059\u308b\u3002\u4e00\u3064\u306f\u975e\u5358\u8abf\u5897\u52a0\u306a\u6d3b\u6027\u5ea6\u95a2\u6570Sigmoid-weighted Linear (SiL)\u30e6\u30cb\u30c3\u30c8\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3059\u308b\u3002\u3053\u308c\u306f\u6df1\u5c64\u5b66\u7fd2\u306e\u30d6\u30fc\u30e0\u306e\u304d\u3063\u304b\u3051\u3068\u306a\u3063\u305f\u5236\u9650\u30dc\u30eb\u30c4\u30de\u30f3\u30de\u30b7\u30f3\u3092\u7528\u3044\u305f\u5f37\u5316\u5b66\u7fd2\u306e\u7406\u8ad6\u304b\u3089\u5c0e\u51fa\u3055\u308c\u305f\u3082\u306e\u3067\u3001\u3088\u304f\u7528\u3044\u3089\u308c\u308b\u7dda\u5f62\u6b63\u898f\u5316\u95a2\u6570\u3092upper bound\u3068\u3059\u308b\u95a2\u6570\u3067\u3042\u308b\u3002SiL\u3092\u7528\u3044\u305f\u6df1\u5c64\u5f37\u5316\u5b66\u7fd2\u306b\u3088\u3063\u3066\u5b66\u7fd2\u52b9\u7387\u304c\u5927\u5e45\u306b\u6539\u5584\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u3002<\/p>\n<p>\u5f8c\u534a\u3067\u306f\u63d0\u793a\u3055\u308c\u305f\u72b6\u614b\u7cfb\u5217\u304b\u3089\u5831\u916c\u3092\u63a8\u5b9a\u3059\u308b\u9006\u5f37\u5316\u5b66\u7fd2\u3068\u6df1\u5c64\u5b66\u7fd2\u3092\u7d71\u5408\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8ff0\u3079\u308b\u3002\u307e\u305a\u5831\u916c\u95a2\u6570\u3092KL divergence\u306b\u3088\u3063\u3066\u5236\u9650\u3059\u308b\u3053\u3068\u3067\u3001\u6700\u9069\u306a\u72b6\u614b\u9077\u79fb\u306b\u5bfe\u3057\u3066\u6210\u308a\u7acb\u3064\u6700\u9069\u6027\u65b9\u7a0b\u5f0f\u304c\u3001\u5b66\u7fd2\u524d\u5f8c\u306e\u72b6\u614b\u9077\u79fb\u78ba\u7387\u5bc6\u5ea6\u306e\u6bd4\u306e\u5bfe\u6570\u3068\u5831\u916c\u95a2\u6570\u306e\u4e00\u90e8\u3068\u72b6\u614b\u4fa1\u5024\u95a2\u6570\u306e\u5dee\u5206\u3067\u8868\u73fe\u3055\u308c\u308b\u3053\u3068\u3092\u793a\u3059\u3002\u3053\u308c\u3088\u308a\u9006\u5f37\u5316\u5b66\u7fd2\u554f\u984c\u306f\u5b66\u7fd2\u524d\u306e\u72b6\u614b\u9077\u79fb\u3068\u5b66\u7fd2\u5f8c\u306e\u72b6\u614b\u9077\u79fb\u3092\u5206\u985e\u3059\u308b\u4e8c\u5024\u5206\u985e\u554f\u984c\u3068\u3057\u3066\u5b9a\u5f0f\u5316\u3067\u304d\u3001\u3053\u308c\u306f\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306b\u3088\u3063\u3066\u52b9\u7387\u3088\u304f\u89e3\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u6df1\u5c64\u5b66\u7fd2\u3067\u5e83\u304f\u7814\u7a76\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u9006\u5f37\u5316\u5b66\u7fd2\u3068\u6df1\u5c64\u5b66\u7fd2\u3092\u81ea\u7136\u306a\u5f62\u3067\u7d71\u5408\u3067\u304d\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u5f93\u6765\u306e\u6df1\u5c64\u9006\u5f37\u5316\u5b66\u7fd2\u3088\u308a\u3082\u5c11\u306a\u3044\u8a08\u7b97\u91cf\u3067\u9069\u5207\u306a\u5831\u916c\u95a2\u6570\u3092\u63a8\u5b9a\u3057\u3064\u3064\u3001\u63a8\u5b9a\u3055\u308c\u305f\u5831\u916c\u95a2\u6570\u3092\u3082\u3068\u306b\u9806\u5f37\u5316\u5b66\u7fd2\u304c\u9ad8\u901f\u306b\u5b9f\u73fe\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u65e5\u6642\uff1a2017\u5e746\u670822\u65e5\uff08\u6728\uff09\u300013:30-16:50 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