Data Science and Artificial Intelligence Workshop (Mai 2022)

When

Wednesday May 4th, 2022

9:00am - 17:00pm

Where

ICube Laboratory, 300 Bd Sébastien Brant, 67400 Illkirch-Graffenstaden - Room A207

Google map direction

Registration

If you want to attend the workshop, please register here by April 20

Program

Opening
Session 1 (Moderator: TBD)
09:00 - 09:20	Long presentation	Amina Ben hamida	SDC	Deep Learning for sparsely annotated Colon Cancer histopathological Images
09:20 - 09:40	Long presentation	Vinkle Srivastav	RDH	Self-supervised multi-view multi-person 3D human pose estimation
09:40 - 10:00	Long presentation	Luc Vedrenne	IMAGeS	Detection and segmentation of macromolecular assemblies with deep learning in fluorescence microscopy
10:00 - 10:08	Short presentation	Julien Narboux	IGG	Automatic formalization of statements
10:08 - 10:16	Short presentation	Boyang Yu	MLMS	Differentiable Cloth Simulation and Its Applications
Coffee Break (30mn)
Session 2 (Moderator: TDB)
10:45 - 11:05	Long presentation	Baptiste Lafabregue	SDC	Grad Centroid Activation Mapping a visualisation for Convolutional Neural Network
11:05 - 11:25	Long presentation	Hasan Kassem	RDH	Federated Cycling (FedCy): Semi-supervised Federated Learning of Surgical Phases
11:25 - 11:45	Long presentation	Michal Parusinski	SERTIT	A Study On Generalizing Building Extraction Models To Unseen
11:45 - 11:53	Short presentation	Stella Marc-Zwecker	SDC	Explainability of deep learning using symbolic AI (DEEPISH projectp)
11:53 - 12:00	Short presentation	Diwei Wang	MLMS	Deep Analysis of Motor Symptoms for Dementia with Lewy Bodies
Lunch buffet (1h)
Session 3 (Moderator: TBD)
13:00 - 13:30	Invited presentation	Audrey Poterie	Univ. Bretagne Sud	Random forests for grouped inputs
13:30 - 13:50	Long presentation	Deepak Alapatt	RDH	Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation
13:50 - 14:10	Long presentation	Axel Hutt	MLMS	Improved mathematical modeling and control by machine learning in neuroscience
14:10 - 14:18	Short presentation	Karim El Haff	SDC	Named Entity Recognition for textual data extraction from medieval Arabic pharmacopeias
14:18 - 14:26	Short presentation	Mamadou Ben Hamidou Cissoko	SDC	Machine Learning with Electronic Health Record Database
Coffee Break (30mn)
Session 4 (Moderator: TBD)
15:00 - 15:20	Long presentation	Mihailo Obrenovic	SDC	Can deep learning algorithms run on a CPU?
15:20 - 15:40	Long presentation	Imane Zidaoui	MecaFlu	A survey of methodologies and tools for data validation using AI - Application to self-monitoring data and permanent diagnosis of wastewater networks
16:00 - 16:20	Long presentation	Adrien Heitz	IMAGeS	Segmentation of lungs tubular structures
16:20 - 16:28	Short presentation	Barbara Seeliger	RDH	Adrenal Gland and Lesion Identification in CT scans with Machine Learning
16:28 - 16:36	Short presentation	Danielle Teixeira Alves da Silva	SERTIT	Earth Observation services supporting forestry resource management under pressure from a changing climate
Closing

Format

- The workshop will be held in English
- Long presentation are 20mn (15mn talk + 5mn questions)
- Short presentation are 8mn (5mn talk + 3mn questions)