Fast Adversarial Training With Adaptive Step Size.
Zhichao HuangYanbo FanChen LiuWeizhong ZhangYong ZhangMathieu SalzmannSabine SüsstrunkJue WangPublished in: IEEE Trans. Image Process. (2023)
Keyphrases
- step size
- variable step size
- adaptive filter
- stochastic gradient descent
- convergence rate
- convergence speed
- cost function
- faster convergence
- training set size
- least mean square
- blind source separation
- evolutionary programming
- steepest descent method
- hessian matrix
- line search
- least squares
- training set
- particle swarm optimization
- training algorithm
- learning algorithm
- gradient method
- image compression