Research Seminar Combinatorial Image Analysis
Contents
This seminar is about combinatorial optimization problems with applications in the field of image analysis. This includes graph decomposition problems for image segmentation and multiple object tracking, assignment problems for object matching, and unconstrained multi-linear optimization problems for inference in discrete graphical models. For analyzing and solving these problems, the seminar covers techniques from the areas of combinatorial optimization, computational complexity and algorithm engineering.
Organization
- Creditability: CMS-SEM, INF-AQUA
- Registration: The seminar is aimed primarily at doctoral students and is open to all qualified students. Students interested in taking this seminar are expected to send a topic proposal to mlcv@tu-dresden.de prior to the kickoff meeting and present their proposal during the kickoff meeting. Inspiration for topics can be found e.g. here.
Schedule
| Date | Begin | End | Place | Contents |
|---|---|---|---|---|
| 2024-04-09 | 9:20 | 10:50 | APB-2026 | Kick-off meeting |
| 2024-04-16 | 9:20 | 10:50 | APB-2026 | TA: Self-supervised pre-training for bird song recognition |
| 2024-04-23 | 9:20 | 10:50 | APB-2026 | JP: Organoid comparison and clustering |
| 2024-04-30 | 9:20 | 10:50 | APB-2026 | (invited talk) |
| 2024-05-07 | 9:20 | 10:50 | APB-2026 | MM: Approximability of correlation clustering problems |
| 2024-05-14 | 9:20 | 10:50 | APB-2026 | AL: Correlation Clustering Embedding |
| 2024-05-28 | 9:20 | 10:50 | APB-2026 | AL: Large Language Models and Mathematics |
| 2024-06-04 | 9:20 | 10:50 | APB-2026 | JI: Approximate dual bounds for clique partitioning |
| 2024-06-11 | 9:20 | 10:50 | APB-2026 | SZ: Non-canonical inequalities for MSP |
| 2024-06-18 | 9:20 | 10:50 | APB-2026 | BA: tbd. |
| 2024-06-25 | 9:20 | 10:50 | virtual | |
| 2024-07-02 | 9:20 | 10:50 | virtual | |
| 2024-07-09 | 9:20 | 10:50 | virtual | |
| 2024-07-16 | 9:20 | 10:50 | APB-2026 | DS: Fine-tuning for bird song classification |
