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UID:473@scientifica.de
DTSTART;TZID=Europe/Berlin;VALUE=DATE:20260224
DTEND;TZID=Europe/Berlin;VALUE=DATE:20260227
DTSTAMP:20260217T075209Z
URL:https://scientifica.de/kurse/foundation-models/
SUMMARY:From Multimodal Sensor Data to Automated Driving via Foundation Mod
 els (engl.)(abgesagt)
DESCRIPTION:Processing of multimodal sensor data is the central ingredient 
 of automotive industry and in particular automated vehicles. Classical app
 roaches followed various sensor fusion techniques which lacked the capabil
 ity of easy generalization and extension to newer sensor models or new app
 lication fields. The emergence of 'Foundation Models' enabled processing o
 f multimodal sensor data through generative models which are easily genera
 lizable to a wide range of detection\, prediction\, perception\, and decis
 ion making applications. This course describes multimodal sensor data used
  in the automotive industry and their processing through foundation models
  for various perception tasks in automated driving. The course also dives 
 into the potentials of the foundation models by explaining their architect
 ures\, objective functions\, and training strategies.\n\nRequirements: --\
 nCredit Points (ECTS): --
CATEGORIES:Halbwochenkurs Di-Do,meccanica feminale,mfbw26
LOCATION:Hochschule Furtwangen - Campus Schwenningen\, Erzbergerstraße 14\
 , 78054 Villingen-Schwenningen\, Deutschland
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=Erzbergerstraße 14\, 78054
  Villingen-Schwenningen\, Deutschland;X-APPLE-RADIUS=100;X-TITLE=Hochschul
 e Furtwangen - Campus Schwenningen:geo:0,0
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DTSTART:20251026T020000
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