LEADER 02978nam 22006735 450 001 9910616390203321 005 20251225202215.0 010 $a9783031185762 010 $a3031185765 024 7 $a10.1007/978-3-031-18576-2 035 $a(MiAaPQ)EBC7107727 035 $a(Au-PeEL)EBL7107727 035 $a(CKB)25048788800041 035 $a(PPN)265855594 035 $a(BIP)85932564 035 $a(BIP)85653604 035 $a(DE-He213)978-3-031-18576-2 035 $a(EXLCZ)9925048788800041 100 $a20221007d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDeep Generative Models $eSecond MICCAI Workshop, DGM4MICCAI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings /$fedited by Anirban Mukhopadhyay, Ilkay Oksuz, Sandy Engelhardt, Dajiang Zhu, Yixuan Yuan 205 $a1st ed. 2022. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2022. 215 $a1 online resource (136 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v13609 311 08$aPrint version: Mukhopadhyay, Anirban Deep Generative Models Cham : Springer,c2022 9783031185755 320 $aIncludes bibliographical references and index. 330 $aThis book constitutes the refereed proceedings of the Second MICCAI Workshop on Deep Generative Models, DG4MICCAI 2022, held in conjunction with MICCAI 2022, in September 2022. The workshops took place in Singapore. DG4MICCAI 2022 accepted 12 papers from the 15 submissions received. The workshop focusses on recent algorithmic developments, new results, and promising future directions in Deep Generative Models. Deep generative models such as Generative Adversarial Network (GAN) and Variational Auto-Encoder (VAE) are currently receiving widespread attention from not only the computer vision and machine learning communities, but also in the MIC and CAI community. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v13609 606 $aComputer vision 606 $aMachine learning 606 $aEducation$xData processing 606 $aApplication software 606 $aComputer Vision 606 $aMachine Learning 606 $aComputers and Education 606 $aComputer and Information Systems Applications 615 0$aComputer vision. 615 0$aMachine learning. 615 0$aEducation$xData processing. 615 0$aApplication software. 615 14$aComputer Vision. 615 24$aMachine Learning. 615 24$aComputers and Education. 615 24$aComputer and Information Systems Applications. 676 $a006.37 676 $a006.31 702 $aMukhopadhyay$b Anirban 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910616390203321 996 $aDeep generative models$93041715 997 $aUNINA