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cs.IT2026
The Hidden Perception Constraint in Task-Aware Compression
Sahan Liyanaarachchi, Semih Akkoc, Sennur Ulukus +1
With the recent advancements of neural compressors, explicitly incorporating perception constraints into the design of compression schemes has gained significant attention. Traditi…
cs.IT2026
The Rate-Distortion-Deception Tradeoff
Semih Akkoc, Sahan Liyanaarachchi, Sennur Ulukus +1
The problem of finding the optimal compression rate for a given random variable has been traditionally studied under two main constraints: distortion and perception. The distortion…