Consolidating Separate Degradations Model Via Weights Fusion and Distillation
2024 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION WORKSHOPS, WACVW 2024(2024)
Key words
White Noise,Computer Vision,Image Classification,Additive Noise,Cross-entropy Loss,Clear Image,Gaussian Blur,Inference Time,Real-world Images,Motion Blur,Fine-tuned Model,Typical Degradation,Image Degradation,Salt And Pepper Noise,Image Classification Performance,JPEG Compression,CIFAR-100 Dataset,Performance Of Method,Classification Task,Individual Models,Fine-tuning Method,Ensemble Method,Teacher Network,Level Of Degradation,Multiple Degradation,Pre-trained Weights,Vanilla,Random Initialization,Model Weights,High Levels Of Degradation
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