Professor Forcing: A New Algorithm for Training Recurrent Networks.
Anirudh GoyalAlex LambYing ZhangSaizheng ZhangAaron C. CourvilleYoshua BengioPublished in: NIPS (2016)
Keyphrases
- experimental evaluation
- improved algorithm
- times faster
- recurrent networks
- detection algorithm
- computationally efficient
- segmentation algorithm
- high accuracy
- computational complexity
- cost function
- dynamic programming
- training phase
- recurrent neural networks
- expectation maximization
- optimization algorithm
- preprocessing
- convergence rate
- matching algorithm
- objective function
- optimal solution
- training algorithm
- machine learning
- training process
- recognition algorithm
- training procedure
- neural network
- learning algorithm
- tree structure
- pose estimation
- theoretical analysis
- data sets
- video sequences
- computational cost
- np hard
- search space