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[参加報告] AAAI'23
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mei28
February 20, 2023
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[参加報告] AAAI'23
AAAI'23の参加報告+論文紹介
mei28
February 20, 2023
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Transcript
༶໌ """*ࢀՃใࠂ
ͲΜͳͷʁ ઌߦݚڀͱͷҧ͍ʁ ఏҊख๏ͷΩʔϙΠϯτʁ Ͳ͏ͬͯ༗ޮͱࣔͨ͠ʁ ٞʁ কདྷͷలʁ ਓೳ͕ਓؒͷҙࢥܾఆͷ໘ʹ͓͍ͯࢧԉ͢ΔܗͰ ΘΕ͍ͯΔɽҙࢥܾఆࢧԉʹ͓͍ͯɼਓؒͷػցͷ৴པ Λ֫ಘ͢Δͷେɽ
౷ܭతͳྔʢػցͷਖ਼ʣͳͲΛݟͤͯɼਓؒͷ৴པΛ ֫ಘ͍ͯͨ͠ɽ͔͠͠৺ཧֶͷจ຺Ͱਓؒͷײʹجͮ ͘ͷ͕৴པΛ֫ಘ͢Δ্Ͱ༗༻ɽ "*ࢧԉ͋Γҙࢥܾఆͷ໘ͰͷIVNBO"*ͷ૬ޓ࡞༻ʹΑ ΔײաఔΛଊ͑ΔͨΊʹɼӅΕϚϧίϑϞσϧΛ࠾༻ɽ ਓ͕ؒஞ࣍"*ΛͲΕ͘Β͍৴༻͍ͯ͠Δ͔Λߟ͑Δɽ *ODPNFλεΫͰػցͷࢧԉ͋ΓͰʹछྨͷ࣮ݧઃఆͰਓ ؒͷৼΔ͍ΛऩूɽఏҊख๏Ͱɼਓؒͷ৴པɾ৴༻ ߹͍Λ༧ଌਫ਼Ͱ্ճͬͨɽ ৴༻ɾ৴པʹӨڹ͢Δཁૉͱͯ͠ɼλεΫͰ༩͑Δͷհ ೖʹΑΔܦݧͰ͋Δɽ ࠓճͷ࣮ݧͰ֤ճʹରͯ͠ಉ࣌ʹ৴༻ͷ༧ଌ͍ͯ͠ͳ ͍ɽ·ͨઐੑͷ͋ΔλεΫͰͳ͔ͬͨɽݸਓͷ৴པͷ ༧ଌʹؔͯ͠zUZQFzཁૉͱ͔ͯͭ͠Ͱ͖ͨΒ͍͍͔ɽ
ͲΜͳͷʁ ઌߦݚڀͱͷҧ͍ʁ ఏҊख๏ͷΩʔϙΠϯτʁ Ͳ͏ͬͯ༗ޮͱࣔͨ͠ʁ ٞʁ কདྷͷలʁ $//ɼ3//ͰϞσϧཧղͷख๏͕͋Δ͕ɼ(//Ͱͳ ͍ɽ(//ͷϞσϧཧղͷͨΊɼ(//ͷίϯηϓτΛՄࢹ Խ͢Δํ๏ʹ͍ͭͯఏҊ͢Δɽ(//ͰͷධՁํ๏ఏҊ
(//ͷΠϯελϯεϨϕϧͷઆ໌Λߦ͏ख๏͕͋Δ͕ɼϞ σϧࣗମͷઆ໌গͳ͍ɽ9(//ͰڧԽֶशʹΑͬͯ QPTUIPDʹઆ໌Λߦ͍ͬͯͨɽ ίϯηϓτΛՄࢹԽ͢ΔͨΊɼάϥϑΛ࠶ݱ͢ΔϚεΫΛ ٻΊΔɽάϥϑͷ࠶ݱͷɼը૾Ͱ͍͏*P6Έ͍ͨͳͷ ͰධՁɽ ͭͷϕϯνϚʔΫσʔληοτͰධՁɽ ෳࡶͳϞσϧͰ͕࣍૿͑ͯղऍੑ͕ͳ͍ɽ܇࿅͕࣌ؒ ͍࣌ɼղऍੑ͕མͪΔɽϞσϧͷղऍੑͱਫ਼ͷࢄਤ ΛΈΔͱτϨʔυΦϑʹͳ͍ͬͯͨ ຊݚڀɼ(//ʹίϯηϓτ͕ଘࡏ͢Δ͜ͱ͕໌Β͔Ґ ʹͳ͚ͬͨͩͰɼ͜Ε͔Βઌʹ͞·͟·ͳํੑ͕ߟ͑Β ΕΔɽఏҊख๏Ͱɼχϡʔϩϯ͝ͱʹղऍੑΛߟ͑ͨɽ কདྷతʹɼχϡʔϩϯؒͷղऍੑߟྀ͍͖͍ͯͨ͠ɽ
ͲΜͳͷʁ ઌߦݚڀͱͷҧ͍ʁ ఏҊख๏ͷΩʔϙΠϯτʁ Ͳ͏ͬͯ༗ޮͱࣔͨ͠ʁ ٞʁ কདྷͷలʁ Ϋϥυιʔγϯάͷ݁ՌͳͲɼϊΠζͷଟ͍σʔλ͔Β ਅ࣮Λൃݟ͢Δ্ͰධՁऀͷೳྗΛਪఆ͢Δͷॏཁ ෳͷධՁऀͷத͔Β૬ରతͳೳྗͷਪఆ."1ਪఆͳ
ͲͰਅ࣮ͱೳྗਪఆΛߦ͏ͷ͋Δɽʢ1BJSXJTFʣ $PTྨࣅϋϛϯάڑʹج͍ͮͯೳྗΛਪఆ͢Δ͜ͱ ΑΓɼ࣮ฏۉྨࣅʢଞऀͱͲΕ͚ͩճ͕ࣅ͍ͯΔ ͔ʣ͚ͩͰेڧྗͰ͋Δ͜ͱΛɼཧతɾܦݧతʹࣔ ͨ͠ɽ ਓϦΞϧσʔληοτΛ༻͍ͯɼ3FMBUJWF *NQSPWFNFOUͰൺֱ λεΫқ͕ߴ͍࣌ʹ͜ͷ୯७ͳํ๏Ͱෳࡶͳख๏ͱ ಉͳੑೳΛ֫ಘͰ͖ͨɽ ฏۉܭࢉྔͰेڧྗͰ͋Δ͜ͱΛࣔͤͨͨΊɼ͜͜ͷ ܭࢉΛ͢Εͬͱڧ͘ͳΔ͔ʁ ͨͩฏۉܭࢉྔܭࢉ୯७͔ͩΒศར
ͲΜͳͷʁ ઌߦݚڀͱͷҧ͍ʁ ఏҊख๏ͷΩʔϙΠϯτʁ Ͳ͏ͬͯ༗ޮͱࣔͨ͠ʁ ٞʁ কདྷͷలʁ ػցͱઐՈʹλεΫΛׂΓͯΔઃఆʹऔΓΉɽ ઌߦݚڀͰɼେྔͷσʔλʴਓؒͷڭࢣΛ༻͍ͯλεΫ ׂΓͯΛߦ͍ͬͯͨɽ͔͠͠ɼ୲ͷਓ͕ؒมԽͨ͠ͱ
͖ɼ͜ͷڭࢣແବʹͳͬͯ͠·͏ɽ ຊݚڀͷతͰ͖Δ͚ͩখ͞ͳσʔληοτͰλεΫׂ ΓͯΛ͢Δ 'FXTIPU-FBSOJOHػցͱਓؒͷஅʹ༻͍Δ FNCFEEJOHΛֶश 4FMG4VQFSWJTFE-FBSOJOHਓؒͷஅೳྗΛֶश ਓਓؒϞσϧͱػցϞσϧͰλεΫׂΓͯΛߦ͏ ਓݱ࣮σʔλͰ࣮ݧɽগͳ͍ਓؒͷσʔλͰɼطଘͱ ಉʢ༏Ґʣͷਫ਼Λୡͨ͠ɽ ਓؒͷઐՈͷσʔλΛϥϯμϜʹબɼֶश͍ͯ͠Δ͕ɼ ͜ΕΛ༗༻ͳͷͷΈʹߜΕΕΑΓগͳ͘Ͱ͖ΔͷͰʁ ਓؒʹΑͬͯೳಈֶशΈ͍ͨʹඞཁΛมߋͰ͖ΔͷͰ ݱࡏը૾σʔλͷΈͰ࣮ݧ͍ͯ͠Δ͔Βɼ͜ΕΛࣗવݴ ޠͱ͔ʹ֦ுΛ͍ͨ͠ɽ
ͲΜͳͷʁ ઌߦݚڀͱͷҧ͍ʁ ఏҊख๏ͷΩʔϙΠϯτʁ Ͳ͏ͬͯ༗ޮͱࣔͨ͠ʁ ٞʁ কདྷͷలʁ .JYVQͰਓσʔλͷ࡞Λ࡞͕͋Δ͕ɼਓؒͷղऍ ͱҰக͢Δͷ͔ʁ ֦ுͨ͠σʔλʹΑֶͬͯशͨ͠ϞσϧΛਓ͕ؒղऍ͢Δ
ͱ͖ʹਓؒͷೝͱҰக͢Δ͔ௐͨ ਓؒͷղऍͱ.JYVQͷղऍ͕Ұக͢Δ͔ΛUXPIVNBO TVCKFDUFYQFSJNFOUQBSBEJHNTͰௐΔ ࣮ݧɿ.JYͱը૾Λ༩͑ͲΕ͕ରԠ͢Δը૾͔Λબ ˠͷ༧ଌ͍ͯ͢ɽΠϯλʔϑΣʔεʹ͕ࠩͳ ͔ͬͨ ࣮ݧɿը૾Λ༩͑ɼ.JYΛ༧ଌ͢Δɽ ˠ.JY߹͍ΛͯΔ͜ͱ͕͍͠ɽ ɹਓؒͷೝͱҰக͠ͳ͍ͱ͍͑Δ ਓؒͷೝWT.JYҰக͠ͳ͍͜ͱ͕Θ͔ͬͨɽ͜ͷ σʔλͰֶशͨ͠ϞσϧΛਓ͕ؒղऍ͢Δͷଥͳͷ ͔ʁˠ࠶ϥϕϧͯ͠ਫ਼্͕͔ͬͨΒͬͪ͜ͷํ͕͍ ͍ͷͰʁ