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VERSION:2.0
PRODID:-//Memento EPFL//
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SUMMARY:Imaging Lunch: Extending Neural Networks Beyond 2D: Approaches for
  3D and Temporal Data
DTSTART:20250430T110000
DTEND:20250430T130000
DTSTAMP:20260610T072709Z
UID:51e16a0bf6bd052196fbdfb4cea5296d24c703345b613d4c41592b6c
CATEGORIES:Conferences - Seminars
DESCRIPTION:Dr Florian Aymanns\nWhile most neural network-based image anal
 ysis focuses on 2D data\, many scientific fields rely on multidimensional 
 data\, such as 3D volumes from microscopy or tomography. This lunch sessio
 n\, led by our image analysis expert Florian Aymanns\, delves into the cha
 llenges and solutions for applying neural networks to 3D and temporal data
 sets.\n\nThe session will begin with a discussion of the unique challenges
  of processing 3D data using neural networks\, followed by an overview of 
 existing methods tailored for such data.\n\nParticipants will explore tech
 niques to adapt 2D neural network approaches for 3D datasets and strategie
 s for handling temporal data effectively.\n\nThe event also includes a col
 laborative discussion\, where participants can share their experiences and
  insights\, fostering peer learning and exchange.\n\nAudience:\nThis sessi
 on is ideal for scientists who work with 3D or higher-dimensional data and
  are interested in leveraging neural networks for analysis.\n\nLearning Ob
 jectives:\n\n	Understand the challenges of processing 3D data with neural 
 networks.\n	Gain an overview of methods for analyzing 3D and temporal data
 \, including hybrid approaches using 2D techniques.\n\nPrerequisites:\n\n\
 n	Basic understanding of neural networks.\n	Experience or interest in anal
 yzing 3D or higher-dimensional data.\n\n\nRegistration required\n\nAbout t
 he Imaging Lunches: Once per month\, the EPFL Center for Imaging organise
 s an event dedicated to all PhD students and postdocs working with/in imag
 ing. Discuss the latest advances in imaging. Connect with imaging peers. L
 earn about popular imaging tools!
LOCATION:BC 410 https://plan.epfl.ch/?room==BC%20410
STATUS:CONFIRMED
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