Mind the Gap: Learning Modality-Agnostic Representations with a Cross-Modality UNet

Keyphrases

• Agnostic 100%
• Cross-modal 100%
• U-Net 100%
• Mind the Gap 100%
• Modality Discrepancy 100%
• Learning Modalities 100%
• Modality Transfer 100%
• Occlusion 66%
• Cross-modal Matching 66%
• Discriminant Information 66%
• Popular 33%
• Neural Network System 33%
• Spectrum Matching 33%
• Challenging Tasks 33%
• Law Enforcement 33%
• State-of-the-art Techniques 33%
• Superior Performance 33%
• Incompetence 33%
• Modality-specific 33%
• Entertainment 33%
• Science Law 33%
• Poor Generalization 33%
• Specific Variation 33%
• Sample Space 33%
• Similarity Score 33%
• Matching Method 33%
• Visible-infrared 33%
• Perceptual Loss 33%
• Indistinguishability 33%
• Large Margin 33%
• Science Application 33%
• Infrared Spectra 33%
• Performance Drop 33%
• Cross-modal Transformation 33%
• Feature Extraction Network 33%
• Infrared Thermal 33%
• Meta-approach 33%
• Distributional Differences 33%
• Visible-thermal 33%
• Encoder-decoder 33%
• Thermal Face Recognition 33%
• Cross-modality Person Re-identification 33%

Computer Science

• Building-Blocks 100%
• Superior Performance 100%
• Similarity Score 100%
• Feature Extraction Network 100%
• Person Re-Identification 100%
• Thermal Face Recognition 100%