Translating Videos to Natural Language Using Deep Recurrent Neural Networks.
Subhashini VenugopalanHuijuan XuJeff DonahueMarcus RohrbachRaymond J. MooneyKate SaenkoPublished in: HLT-NAACL (2015)
Keyphrases
- recurrent neural networks
- natural language
- neural network
- feed forward
- natural language descriptions
- echo state networks
- artificial neural networks
- recurrent networks
- video sequences
- complex valued
- video frames
- natural language interface
- neural model
- reservoir computing
- nonlinear dynamic systems
- feedforward neural networks
- human activities
- long short term memory
- machine learning
- video analysis
- semantic analysis
- question answering
- hebbian learning
- information extraction
- knowledge representation
- video clips
- static images
- natural language generation
- key frames
- video data
- natural language processing
- fuzzy logic
- cascade correlation
- long term