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Found 4 papers, 1 papers with code
3D Compression Using Neural Fields
Neural Fields (NFs) have gained momentum as a tool for compressing various data modalities - e. g. images and videos.
Implicit Neural Representations for Image Compression
Recently Implicit Neural Representations (INRs) gained attention as a novel and effective representation for various data types.
The Hidden Uncertainty in a Neural Networks Activations
We find that this leads to improved OOD detection of epistemic uncertainty at the cost of ambiguous calibration close to the data distribution.
Learning to Improve Image Compression without Changing the Standard Decoder
Therefore, we propose learning to improve the encoding performance with the standard decoder.
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