Training Deep Neural Networks in Generations: A More Tolerant Teacher Educates Better Students.
Chenglin YangLingxi XieSiyuan QiaoAlan L. YuillePublished in: AAAI (2019)
Keyphrases
- neural network
- training process
- learning process
- training algorithm
- teacher training
- teaching materials
- classroom setting
- medical students
- classroom instruction
- computer software
- teacher education
- learning environment
- elementary school students
- computer lab
- teaching methods
- pre service
- science classroom
- educational institutions
- distance education
- learning experience
- online learning
- distance learning
- student learning
- learning opportunities
- learning styles
- subject matter
- science curriculum
- student centered
- e learning
- online teaching
- student interaction
- higher education
- learning activities
- tutoring system
- pre service teachers
- classroom teaching
- game based learning
- computer usage
- online course
- peer assessment
- multi layer perceptron
- collaborative learning
- undergraduate students
- deep architectures
- control group
- teaching learning
- professional development
- science education
- mobile learning
- high school
- learning strategies
- back propagation
- statistically significant
- classroom environment
- student groups
- classroom activities
- college students
- design studio
- lesson plans
- teacher student
- eighth grade
- educational process
- school teachers
- science teachers
- teaching practices
- middle school
- instructional strategies
- computer assisted instruction
- high school students