ICube Deep Learning Workshop 2018
Date & Time: Tuesday, December 11, 2018, 9am-5pm
Venue: Forum (Amphitheater 301-302), 4 rue Kirschleger, Faculté de Médecine, Strasbourg
Registration: closed
Objective:
The aim of this workshop is to create an informal and constructive forum for PhD students and other researchers working with Deep Learning methods to meet and exchange about their research.
Program:
| 09:00 | Welcome/Introduction |
| 09:15 | T. Lampert: "Deep learning for histopathological slide segmentation" (long) [slides] |
| 09:45 | F. Allender: "Deep learning for texture synthesis" (long) [slides] |
| 10:15 | C. Nwoye: "A weakly-supervised method for tool tracking" (short) [slides] |
| 10:30 | Break |
| 11:00 | A. Abreu: "Deep neural networks for classification and segmentation of histopathology images" (long) |
| 11:30 | A. Mendizabal: "Deep learning for soft tissue simulation" (short) [slides] |
| 11:45 | V. Srivastav: "Face detection in the operating room" (short) [slides] |
| 12:00 | Lunch |
| 13:00 | Presentation by HPC |
| 13:30 | N. Padoy: "Future-state predicting LSTM for early surgery type recognition" (long) [slides] |
| 14:00 | B. Sauvage: "Learning color tables and Fourier spectra in random textures" (short) [slides] |
| 14:15 | H. Seo: "RNN on animation data - A failure case" (short) |
| 14:30 | Spotlights: B. Naegel: "Cerebrovascular network segmentation from 3D MRA" [slides] A. Vardazaryan: "A real-time prototype for bringing deep recognition methods to the OR" [slides] R. Bhattacharjee: "Fusion and co-registration of multi modal medical images" [slides] V. Vigon: "Interpolation with deep learning" [slides] |
| 14:45 | Break |
| 15:15 | G. Forestier: "Deep learning for time series classification" (long) [slides] |
| 15:45 | T. Yu: "Semi-supervised learning of surgical phases from laparoscopic videos" (long) [slides] |
| 16:15 | F. Ouhmich: "New radiomics approaches for hepatic tumor characterization" (short) [slides] |
| 16:30 | Discussion |
| 17:00 | The End |
Information for speakers:
Long presentations are planned as 20mn talks with 10mn questions
Short presentations are planned as 10mn talks with 5mn questions
Spotlight presentations are planned as 3mn talks (max 3-4 slides) without questions
Location:
The Forum is located at 4 rue Kirschleger, Strasbourg. The amphitheater is located upstairs in room 301-302.