Search Results for author: Dongyu Yao

Found 3 papers, 3 papers with code

CORE: Mitigating Catastrophic Forgetting in Continual Learning through Cognitive Replay

1 code implementation2 Feb 2024 Jianshu Zhang, Yankai Fu, Ziheng Peng, Dongyu Yao, Kun He

The former adaptively modulates the replay buffer allocation for each task based on its forgetting rate, while the latter guarantees the inclusion of representative data that best encapsulates the characteristics of each task within the buffer.

Continual Learning

Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes

1 code implementation28 Jan 2024 Weifeng Liu, Tianyi She, Jiawei Liu, Run Wang, Dongyu Yao, Ziyou Liang

In recent years, DeepFake technology has achieved unprecedented success in high-quality video synthesis, whereas these methods also pose potential and severe security threats to humanity.

DeepFake Detection Face Swapping

Dual-level Interaction for Domain Adaptive Semantic Segmentation

1 code implementation16 Jul 2023 Dongyu Yao, Boheng Li

Self-training approach recently secures its position in domain adaptive semantic segmentation, where a model is trained with target domain pseudo-labels.

Segmentation Semantic Segmentation +1

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