Self-supervised Natural Image Reconstruction and Large-scale Semantic Classification from Brain Activity

Keyphrases

• Functional Magnetic Resonance Imaging 100%
• Brain Activity 100%
• Natural Image Reconstruction 100%
• Semantic Classification 100%
• Natural Images 30%
• Image Reconstruction 30%
• Semantic Categories 20%
• Reconstruction Network 20%
• Image Quality Metrics 10%
• Learning Model 10%
• First-ever 10%
• Brain Recording 10%
• Supervised Approach 10%
• Perceptual Loss 10%
• Deep Neural Network 10%
• Class Label 10%
• Perceptual Training 10%
• Semantic Coverage 10%
• Explicit Semantics 10%
• Biological Consistency 10%
• Semantic Classes 10%
• Network Training 10%
• Paired Data 10%
• Rich Semantics 10%
• Semantic Supervision 10%
• Cycle Consistency 10%
• Human Subject Test 10%
• Self-supervised Pre-training 10%
• Classification Rate 10%

Computer Science

• Brain Activity 100%
• Image Reconstruction 100%
• Electroencephalogram 100%
• Deep Neural Network 25%