Develops iso-Riemannian optimization for data manifolds.
problem Challenges in performing optimization on learned data manifolds.
method Introduces iso-connection and iso-Riemannian descent algorithm.
result Demonstrates efficient solutions to inverse problems on learned data manifolds.