Zhen Lei
2 papers · Latest:
Computer Vision
Direct Discrepancy Replay: Distribution-Discrepancy Condensation and Manifold-Consistent Replay for Continual Face Forgery Detection
This paper introduces Direct Discrepancy Replay (DDR) for continual face forgery detection, using distribution discrepancy condensation and manifold-consistent replay to prevent forgetting.
2604.12941
Quantitative Methods (Biology)MAT-Cell: A Multi-Agent Tree-Structured Reasoning Framework for Batch-Level Single-Cell Annotation
MAT-Cell is a neuro-symbolic, multi-agent framework that uses tree-structured reasoning for robust single-cell annotation, outperforming SOTA.
2604.06269
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