
The author integrates various OT-based GANs, emphasizing the importance of strictly convex functions and the cost function in enhancing training stability and preventing mode collapse. Additionally, a novel method is proposed to address the τ-sensitivity of UOTM while improving performance.


coremsg

unveiling-the-advantages-of-optimal-transport-based-adversarial-networks


Unveiling the Advantages of Optimal-Transport-based Adversarial Networks


title_rewrite


Optimal Transport theory enhances stability and performance in generative modeling.


optimal-transport-based-adversarial-networks-analysis-and-improvement


Optimal-Transport-based Adversarial Networks: Analysis and Improvement
