Learned D-AMP: Principled! Neural network based compressive image recovery

Keyphrases

• Denoising 100%
• Neural Network 100%
• Approximate Message Passing 100%
• Image Recovery 100%
• Measurement Matrix 66%
• BM3D 66%
• Order of Magnitude 33%
• Challenging Problems 33%
• Massively Parallel 33%
• Signal Recovery Algorithms 33%
• Existing Techniques 33%
• Training Data 33%
• Fast Algorithm 33%
• Sparse Signal Recovery 33%
• Sensing Matrix 33%
• Fast Implementation 33%
• Black Box 33%
• State Evolution 33%
• Neural Network Architecture 33%
• Single Measurement 33%
• CS Algorithm 33%
• Accurate Algorithm 33%
• Processing Architecture 33%
• Run Order 33%
• GPU Processing 33%
• Interpretable Deep Network 33%

Computer Science

• Neural Network 100%
• de-noising 100%
• Message Passing 100%
• Matrix Measurement 66%
• Recovery Algorithm 33%
• Graphics Processing Unit 33%
• Training Data 33%
• Processing Architecture 33%
• Neural Network Architecture 33%

Chemical Engineering

• Neural Network 100%