Cycle consistent twin energy-based models for image-to-image translation

Piyush Tiwary, Kinjawl Bhattacharyya, Prathosh A. P.

Abstract: Highlights•DL-based medical solutions face domain shift issues, hampering real-time deployment.•Our approach: Domain adaptation via I2I translation using Energy Based Models (EBMs).•Using two EBMs in reverse directions solves many issues in EBM-based I2I translation.•Our method surpasses current I2I methods, preserving clinical anatomy in images.