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cycle-consistency

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Theory, Experiments, and Dataset for our newly proposed Deep Learning method for Heuristics-driven Cycle Consistency and Semantics Aware Self-Supervised Framework for Unpaired LDR ↔ HDR Image Translation

  • Updated Nov 10, 2025

Unpaired image-to-image translation using CycleGAN for Monet↔Photo with systematic ablations on cycle consistency (λ_cyc) and identity loss (λ_id), including evaluation and visual results.

  • Updated Mar 3, 2026
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