| Multimedia Analysis with Deep Learning | 00:38:42 | |
|---|---|---|
| Introduction | 00:03:56 | |
| Automatic Multimedia Analysis | 00:12:39 | |
| Text Recognition in Multimedia | 00:15:28 | |
| Multimodal Representation Learning for Multimedia Data | 00:06:39 |
| Visualization Techniques for Massive Data Sets | 00:41:05 | |
|---|---|---|
| Introduction | 00:11:31 | |
| Spatial Thematic Data | 00:05:52 | |
| Spatial Mobility Data | 00:04:28 | |
| Spatial Movement Data | 00:05:15 | |
| Software Systems Data | 00:10:25 | |
| Wrap-Up and Future Research | 00:03:34 |
| Modeling Business Processes in Healthcare Domains | 00:54:23 | |
|---|---|---|
| Introduction | 00:07:52 | |
| Clinical Guidelines | 00:16:25 | |
| Business Processes and Healthcare | 00:26:47 | |
| Summary & Future Work | 00:03:19 |
| Nonparametric Sequence Models | 00:48:01 | |
|---|---|---|
| Sequence Model Basics | 00:09:28 | |
| Nonparametric Bayesian Approaches | 00:16:00 | |
| Deep Models | 00:22:33 |
| Will AI end jobs, war or humanity | 00:51:47 | |
|---|---|---|
| Should we fear super-intelligence | 00:08:47 | |
| Fear autonomy (not AI) | 00:10:19 | |
| Algorithms | 00:15:25 | |
| Decline in Middle-Skill Jobs | 00:08:04 | |
| There is an arms race | 00:09:12 |
| Can Design Thinking Save German Informatik from Itself? | 00:51:30 | |
|---|---|---|
| Introduction | 00:05:12 | |
| Computer Science is Unique Among Disciplines | 00:14:14 | |
| Some Statements | 00:17:43 | |
| Applying Design Thinking to Informatik | 00:16:21 |
