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Author

Huaxiong Li

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Jul 2026

MultiRef-Compass: Towards Comprehensive Evaluation of Multi-Reference-to-Audio-Video Generation

MultiRef-Compass is introduced, a unified benchmark for MR2AV generation that integrates automatic metrics with a rejudging-enhanced MLLM-as-a-Judge framework, enabling scalable and auditable evaluation of both perceptual fidelity and reference-conditioned composition.

Xiaohan Zhang, Yu-Qing Wen, Jun-Lin Chen et al. · 3 citations
Conference Open access Sep 2026

Dual-Topology Learning with Adaptive Anchors for Multi-View Clustering

The Dual-tOpology learning with adapTive Anchors (DOTA) is proposed, which not only learns the sample-anchor relationship but also preserves the topology structure among anchors, significantly enhancing the discriminability of learned representation while preserving the underlying data manifold.

Cheng-Long Zhang, Chao Zhang, Jun-Hao Zhang et al. · 0 citations

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