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Towards deep kernel machines
Published on 2017-01-311368 Views
Presentation
Towards Deep Kernel Machines00:00
Part I: Scienti c Context Julien11:03:09
Adaline: a physical neural net for least square regression13:14:09
A quick zoom on multilayer neural networks - 128:21:46
A quick zoom on multilayer neural networks - 236:55:57
A quick zoom on convolutional neural networks - 147:10:00
A quick zoom on convolutional neural networks - 262:11:17
A quick zoom on convolutional neural networks - 375:06:32
A quick zoom on convolutional neural networks - 483:16:39
A quick zoom on convolutional neural networks - 588:01:16
Context of kernel methods - 1104:10:04
Context of kernel methods - 2124:11:46
Context of kernel methods - 3147:02:47
Context of kernel methods - 4162:15:16
Context of kernel methods - 5194:37:06
Context of kernel methods - 6223:17:42
Context of kernel methods - 7239:37:04
Context of kernel methods - 8248:40:54
Context of kernel methods - 9265:30:34
Context of kernel methods - 10266:37:07
Part II: Convolutional Kernel Networks267:25:34
Convolutional kernel networks - 1270:46:06
Convolutional kernel networks - 2284:07:06
Convolutional kernel networks - 3302:28:27
Convolutional kernel networks - 4310:53:49
Convolutional kernel networks - 5344:50:40
Convolutional kernel networks - 6346:13:22
Convolutional kernel networks - 7379:48:00
Convolutional kernel networks - 8388:59:40
Convolutional kernel networks - 9391:24:55
Convolutional kernel networks - 11405:53:36
Convolutional kernel networks - 10409:59:04
Convolutional kernel networks - 12412:58:30
Convolutional kernel networks - 13420:42:53
Convolutional kernel networks - 14427:02:01
Convolutional kernel networks - 15427:24:12
Convolutional kernel networks - 16428:03:33
Convolutional kernel networks - 17442:15:57
Convolutional kernel networks - 18453:04:50
Convolutional kernel networks - 19464:12:48
Convolutional kernel networks - 20464:43:54
Related work464:56:08
Convolutional kernel networks - 21468:24:19
Part III: Applications482:29:52
Image classifi cation - 1482:56:12
Image classifi cation - 2502:32:20
Image super-resolution - 1519:41:46
Image super-resolution - 2523:23:26
Image super-resolution - 3525:03:02
Image super-resolution - 4528:28:37
Image super-resolution - 5541:38:41
Image super-resolution - 6544:24:01
Image super-resolution - 7545:37:15
Image super-resolution - 8547:22:15
Image super-resolution - 9547:57:30
Image super-resolution - 10548:19:30
Image super-resolution - 11549:20:58
Image super-resolution - 12550:43:48
Image super-resolution - 13552:08:13
Image super-resolution - 14552:20:48
Image super-resolution - 15552:40:21
Image super-resolution - 16553:03:01
Image retrieval - 1554:27:25
Image retrieval - 2591:08:24
Image retrieval - 3594:20:08
Image retrieval - 4594:39:33
Image retrieval - 5595:18:38
Image retrieval - 6598:13:30
Image retrieval - 7598:57:46
Image retrieval - 8599:26:22