OST: Improving Generalization of DeepFake Detection via One-Shot Test-Time Training
–Neural Information Processing Systems
Our key idea is to construct a test-sample-specific auxiliary task to update the model before applying it to the sample. Specifically, we synthesize pseudo-training samples from each test image and create a test-time training objective to update the model.
Neural Information Processing Systems
Aug-17-2025, 06:00:15 GMT
- Country:
- Africa > Central African Republic
- Ombella-M'Poko > Bimbo (0.04)
- Asia
- Europe > Netherlands
- South Holland > Delft (0.04)
- Africa > Central African Republic
- Genre:
- Research Report (0.68)
- Industry:
- Information Technology > Security & Privacy (1.00)
- Technology: