BEGIN:VCALENDAR
VERSION:2.0
PRODID:Linklings LLC
BEGIN:VTIMEZONE
TZID:America/Los_Angeles
X-LIC-LOCATION:America/Los_Angeles
BEGIN:DAYLIGHT
TZOFFSETFROM:-0800
TZOFFSETTO:-0700
TZNAME:PDT
DTSTART:19700308T020000
RRULE:FREQ=YEARLY;BYMONTH=3;BYDAY=2SU
END:DAYLIGHT
BEGIN:STANDARD
TZOFFSETFROM:-0700
TZOFFSETTO:-0800
TZNAME:PST
DTSTART:19701101T020000
RRULE:FREQ=YEARLY;BYMONTH=11;BYDAY=1SU
END:STANDARD
END:VTIMEZONE
BEGIN:VEVENT
DTSTAMP:20260417T190157Z
LOCATION:West Building\, The Stage in Exhibition Hall C
DTSTART;TZID=America/Los_Angeles:20250812T140000
DTEND;TZID=America/Los_Angeles:20250812T143000
UID:siggraph_SIGGRAPH 2025_sess519_stage_105@linklings.com
SUMMARY:Upscaling and Beyond: Advancing the Framework for Machine Learning
 -Powered Graphics
DESCRIPTION:Peter Hodges (Arm)\n\nDevelopers will play a key role in shapi
 ng the use of powerful neural network methods for producing graphics acros
 s the industry, for captivating consumers and creating a platform for stud
 io innovation. From frame rate upscaling to mimicking the natural movement
  of clothing, the inclusion of neural networks in games and media will soo
 n be as common - and as easy -as adding meshes, textures, or animations. \
 n\nIn this talk we will: \nExplore speed improvements and computational ef
 ficiency brought by using neural techniques and opportunities for smartpho
 nes, handhelds, and other resource-constrained devices. \nPropose intuitiv
 e development flows for ML tasks. \nShowcase our latest real-time upscalin
 g techniques with Arm Unreal Engine 5 plugins, including live examples and
  demos. \n\nShare our roadmap for enabling open-source software support an
 d scalable tools to ease integration and empower developers to build next-
 generation experiences. \n\nWe highlight the latest Arm resources for expe
 rimenting with your own use cases and invite you to tell us what you think
 .\n\nInterest Area: Gaming & Interactive, New Technologies\n\nKeyword: Art
 ificial Intelligence/Machine Learning, Games, Graphics Systems Architectur
 e, Performance, Real-Time\n\nRegistration Category: Full Conference, Exper
 ience, Exhibits Only, Tuesday\n\n
END:VEVENT
END:VCALENDAR