µçÆøÏµÑо¿ÍŶÓÔÚ¹ú¼ÊÈ˹¤ÖÇÄÜѧÊõ»áÒé»ñ×î¼ÑÂÛÎĽ±

2019Äê09ÔÂ25ÈÕ

½üÈÕ£¬ÀÖ·¢lvÀûÎïÆÖ´óѧµçÆøÓëµç×Ó¹¤³ÌϵÑо¿ÍŶӲμÓÁ˵ÚÊ®½ìÄÔÆô·¢ÈÏ֪ϵͳ¹ú¼Ê»áÒ飨International Conference on Brain-Inspired Cognitive System, BICS)¡£»Æ¿ªÖñ½ÌÊÚ»ñ×î¼ÑÂÛÎĽ±£¬²©Ê¿ÉúÑî¹ØÓí»ñ×î¼ÑѧÉúÂÛÎĽ±¡£

»áÒéÉÏ£¬»Æ¿ªÖñ½ÌÊÚÒÔ¡°ÀûÓöԿ¹Ñù±¾µÄ³°ô»úÆ÷ѧϰ£ºÀíÂÛÓëÓ¦Óã¨Harness Explainable Adversarial Examples for Robust Machine Learning: Theory and Applications£©¡±ÎªÌ⣬¾ÍÉî¶ÈѧϰÁìÓòÖеĶԿ¹Ñù±¾·¢±íÁËÖ÷Ö¼Ñݽ²¡£

»Æ½ÌÊÚ½éÉÜ˵£º¡°µ±Ç°Éî¶ÈÉñ¾­ÍøÂçÈÝÒ×Êܵ½¶Ô¿¹Ñù±¾µÄÓ°Ï죬ÕâʹµÃ´ó¶àÊýÉî¶ÈѧϰģÐÍÔÚÃæ¶Ô¶Ô¿¹Ñù±¾Ê±·ÖÀàЧ¹û½Ï²î¡£¡±ËûÌá³öÁËÒ»¸öÀûÓöԿ¹Ñù±¾À´½øÐг°ô»úÆ÷ѧϰµÄͨÓÃѧϰģÐÍ¡£

³°ôÊÇrobustµÄÒôÒ룬Ҳ¾ÍÊǽ¡×³¡¢Ç¿×³¡¢¼á¶¨¡¢´ÖÒ°µÄÒâ˼¡£Â³°ôÐÔ£¨robustness£©¾ÍÊÇϵͳµÄ½¡×³ÐÔ£¬ÊÇÖ¸¿ØÖÆÏµÍ³ÔÚÒ»¶¨£¨½á¹¹£¬´óС£©µÄ²ÎÊýÉ㶯Ï£¬Î¬³ÖijЩÐÔÄܵÄÌØÐÔ£¬ÊÇÔÚÒì³£ºÍΣÏÕÇé¿öÏÂϵͳÉú´æµÄ¹Ø¼ü¡£±ÈÈç˵£¬¼ÆËã»úÈí¼þÔÚÊäÈë´íÎó¡¢´ÅÅ̹ÊÕÏ¡¢ÍøÂç¹ýÔØ»òÓÐÒâ¹¥»÷Çé¿öÏ£¬ÄÜ·ñ²»ËÀ»ú¡¢²»±ÀÀ££¬¾ÍÊǸÃÈí¼þµÄ³°ôÐÔ¡£

ͨ¹ýÀíÂÛ·ÖÎöºÍʵ¼ÊʵÑéÖ¤Ã÷£¬»Æ½ÌÊÚÌá³öµÄÄ£ÐͶԸ÷ÖÖÕë¶Ô»úÆ÷ѧϰµÄÈŶ¯½ÏΪ³°ô¡£»Æ½ÌÊÚÖ¸³ö£¬½«¸ÃÄ£ÐÍÓ¦ÓÃÓÚÉî¶ÈÑ§Ï°ÍøÂçÖкó£¬ÍøÂçµÄʶ±ðÐÔÄÜ¿ÉÒԵõ½ÏÔÖøÌá¸ß¡£

²©Ê¿ÉúÑî¹ØÓí£¨ÏÂͼ×󣩵ÄÂÛÎÄÌâĿΪ¡¶ÓÃÓÚ´ÖÁ£¶ÈÁãÑù±¾·ÖÀàµÄ×Ô×¢ÒâÉî¶ÈǶÈëÄ£ÐÍ (Self-Focus Deep Embedding Model for Zero-Shot Classification)¡·¡£ÔڻƿªÖñ½ÌÊÚµÄÖ¸µ¼Ï£¬¸ÃÑо¿Í¨¹ýÔÚÉñ¾­ÍøÂç±àÂëÆ÷½á¹¹Öй¹½¨Ò»²ã½öÓ¦ÓÃÓÚѵÁ·¹ý³ÌµÄ×Ô×¢ÒâÉñ¾­ÍøÂçÄ£¿é£¬Ê¹Æä»ùÓÚ¸÷ÒÑÖªÀà±ðµÄÐÅÏ¢À´Ñ§Ï°Ä¿±ê¿Õ¼äÖи÷ά¶ÈµÄÖØÒª³Ì¶È£¬´Ó¶øÔÚÄ£ÐÍѵÁ·¹ý³ÌÖн«Àà±ð²ãÃæ¹ýÄâºÏ²¿·Ö¼¯Öе½¸Ã×Ô×¢ÒâÄ£¿éÉÏ£¬×îÖÕʹģÐÍÔÚ²âÊÔ¹ý³ÌÖиü¾ß³°ôÐÔ£¬²¢Ìá¸ßδ¼û¹ýÀà±ðµÄ·ÖÀà׼ȷ¶È¡£

»ñµÃ»áÒé×î¼ÑÂÛÎĽ±µÄÂÛÎÄÌâĿΪ¡¶³¤¶ÌÆÚ¼ÇÒä×¢ÒâÁ¦Ä£ÐÍ (Long Short-Term Attention)¡·£¬ÓɻƽÌÊÚºÍÖйúº£Ñó´óѧÖÙ¹úÇ¿½ÌÊÚºÏ×÷Íê³É¡£¸ÃÑо¿´ÓÉúÎïÆô·¢½Ç¶È£¬Ìá³öÁË»úÆ÷ѧϰÓÈÆäÊÇÉî¶ÈѧϰģÐ͵Ä×¢ÒâÁ¦»úÖÆÒ²ÐèÒª¿¼Âdz¤ÆÚ¼ÇÒäºÍ¶ÌÆÚ¼ÇÒäµÄ²»Í¬£¬»ñµÃÆÀ½±Î¯Ô±»áµÄÒ»ÖÂÈϿɡ£

±¾´ÎÄÔÆô·¢ÈÏ֪ϵͳ¹ú¼Ê»áÒéÔÚÖйú¹ã¶«¾ÙÐУ¬ÖпÆÔºÔºÊ¿Ì·ÌúÅ£½ÌÊÚ£¬°Ä´óÀûÑǿƼ¼¹¤³ÌԺԺʿ¡¢¹ú¼Ê×Ô¶¯¿ØÖÆÑ§»áÖ÷ϯDavid Feng½ÌÊÚµÈÀ´×ÔÊÀ½ç¸÷µØµÄÖªÃûѧÕß³öϯÁ˴˴λáÒé¡£¸Ã»áÒéËùÊÕ¼µÄÂÛÎÄ´ó¶à¹Ø×¢»úÆ÷ѧϰÁìÓòºÍÄÔÈÏÖªµÈÏà¹ØÁìÓò£¬½«»á·¢±íÔÚEI¼ìË÷µÄSpringer LNAI´ÔÊéÖ®ÖС£

£¨Í¼ÎÄÌṩ£ºµçÆøÓëµç×Ó¹¤³Ìϵ ±à¼­£ººúÇï³½£©

2019Äê09ÔÂ25ÈÕ

µçÆøÏµ±¾¿ÆÉúÂÛÎÄ»ñIEEE¹ú¼Ê»áÒé×î¼Ñº£±¨½±
¿Æ¼¼

µçÆøÏµ±¾¿ÆÉúÂÛÎÄ»ñIEEE¹ú¼Ê»áÒé×î¼Ñº£±¨½±

½üÈÕ£¬ÀÖ·¢lvÀûÎïÆÖ´óѧµçÆøÓëµç×Ó¹¤³Ìϵ´óËÄѧÉúÀîÑ©ÌÚµÄÂÛÎı»µÚ17½ìIEEE¹ú¼Ê¼¯³Éµç·Éè¼ÆÓ빤ÒÕ»áÒ飨ICICDT 2019£©½ÓÊÕ£¬ÆäÉè¼ÆµÄÏîÄ¿º£±¨´Ó²ÎÕ¹ÕßÖÐÍÑÓ±¶ø³ö£¬ÈÙ»ñ×î...

ÔĶÁ¸ü¶à
ÔõÑùÓÃÈ˹¤ÖÇÄÜʶ±ð»ú³¡¿Ö²À·Ö×Ó£¿
¿Æ¼¼

ÔõÑùÓÃÈ˹¤ÖÇÄÜʶ±ð»ú³¡¿Ö²À·Ö×Ó£¿

ÿÌ죬ÊÀ½ç¸÷µØÓÐÊýÒÔ°ÙÍò¼ÆµÄ¼à¿ØÉãÏñÍ·ÔÚÊÕ¼¯ÈËÃÇÔÚ¹«¹²³¡Ëù»î¶¯µÄͼÏñºÍÊÓÆµ¡£È»¶ø£¬ÕâЩ¿ÉÊÓ»¯Êý¾Ý½«È¥ÍùºÎ´¦£¬ÎÒÃÇÓÖ¸ÃÈçºÎÀûÓÃËüÃÇÀ´±£ÕϹ«ÖÚ°²È«ÄØ£¿ÕâÒ»ÒéÌâÊÇ...

ÔĶÁ¸ü¶à
¡¾ÍøÕ¾µØÍ¼¡¿¡¾sitemap¡¿