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DTSTART:19700308T020000
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BEGIN:VEVENT
DTSTAMP:20260417T190157Z
LOCATION:West Building\, Level 2\, Outside Room 219
DTSTART;TZID=America/Los_Angeles:20250810T090000
DTEND;TZID=America/Los_Angeles:20250810T173000
UID:siggraph_SIGGRAPH 2025_sess404_pos_195@linklings.com
SUMMARY:38. Assessing Learned Models for Phase-only Hologram Compression
DESCRIPTION:Zicong Peng and Yicheng Zhan (University College London (UCL))
 , Josef Spjut (NVIDIA), and Kaan Akşit (University College London (UCL))\n
 \nWe evaluate four models using INR and VAE structures for compressing pha
 se-only holograms. Our findings show that the pretrained VAE struggles wit
 h this task, while SIREN achieves 40% compression with high-quality 3D ima
 ges (PSNR = 34.54 dB), highlighting the effectiveness of INRs and VAE limi
 tations.\n\nRegistration Category: Full Conference, Experience\n\n
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