Jikang Cheng
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Cross-Pollinator (15)
β
The Questioner
Conferences
ICCV (2)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
deepfake detection
(2)
continual learning
(2)
catastrophic forgetting
(2)
entropy regularization
(1)
latent space
(1)
diffusion policy
(1)
denoising process
(1)
face forgery detection
(1)
distribution alignment
(1)
gradient projection
(1)
hyperbolic space
(1)
image forensics
(1)
quality-diversity trade-off
(1)
feature isolation
(1)
progressive transition
(1)
blending boundary
(1)
representation learning
(1)
feature bridging
(1)
policy optimization
(1)
incremental learning
(1)
Papers
Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection
CVPR 2025
Entropy-Adaptive Diffusion Policy Optimization with Dynamic Step Alignment
ICCV 2025
Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection
ICCV 2025
Can We Leave Deepfake Data Behind in Training Deepfake Detector?
NIPS 2024