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most citedpFedFair: Towards Optimal Group Fairness-Accuracy Trade-off in Heterogeneous Federated Learning

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cs.CV2025

MESH -- Understanding Videos Like Human: Measuring Hallucinations in Large Video Models

Garry Yang, Zizhe Chen, Man Hon Wong +5

Large Video Models (LVMs) build on the semantic capabilities of Large Language Models (LLMs) and vision modules by integrating temporal information to better understand dynamic vid…

cs.CV2025

SPARKE: Scalable Prompt-Aware Diversity and Novelty Guidance in Diffusion Models via RKE Score

Mohammad Jalali, Haoyu Lei, Amin Gohari +1

Diffusion models have demonstrated remarkable success in high-fidelity image synthesis and prompt-guided generative modeling. However, ensuring adequate diversity in generated samp…