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Implicit Neural Representation for Vision
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Implicit Neural Representation for Vision
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Implicit Neural Representation for Vision
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2026-03-03 12:17:03
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Implicit Neural Representation for Vision Implicit Neural Representation for Vision Overview Call for Papers Schedule Keynote Speakers Organizers Implicit Neural Representation for Vision June 18th (afternoon), held in conjunction with CVPR 2024 Location: Seattle Convention Center - Summit 335-336 Overview An emerging area within deep learning, implicit neural representation (INR), also known as neural fields, offers a powerful new mechanism and paradigm for processing and representing visual data.In contrast with the dominant big data setting, INR focuses on neural networks which parameterize a field, often in a coordinate-based manner. The most well-known of this class of models is NeRF, which has been wildly successful for 3D modeling, especially for novel view synthesis. INR for 2D images and videos have many compelling properties as well, particularly for visual data compression. By treating the we...
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