A Universal Source-Free Class Unlearning Framework via Synthetic Embeddings

Keyphrases

• Source-free 100%
• Unlearning 100%
• Neural Network Classifier 20%
• Generated Samples 20%
• Logit 20%
• Minimal Impact 10%
• Computationally Expensive 10%
• Source Data 10%
• Benchmark Dataset 10%
• Intermediate Space 10%
• CIFAR-10 10%
• Decision Boundary 10%
• CIFAR-100 10%
• ResNet50 10%
• Effective Source 10%
• ResNet18 10%
• Backbone Architecture 10%
• Ethical Requirements 10%
• Swin-T 10%
• Legal Requirements 10%
• Parametric Form 10%
• Novel Sources 10%
• Embedded Distribution 10%

Computer Science

• Residual Neural Network 100%
• Experimental Result 50%
• Effective Support 50%
• Decision Boundary 50%
• Vertebral Column 50%
• Parametric Form 50%