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cs.CV2026
DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning
Junzhe Zhang, Huixuan Zhang, Guirong Wang +5
With the rapid advancement of multimodal large language models (MLLMs), models have demonstrated increasingly powerful multimodal capabilities. However, whether MLLMs trained throu…
cs.CV2026
SpecSem-Net: Integrating Spectral and Semantic Features for Robust AI-generated Video Detection
Zixi Wei, Huixuaun Zhang, Xiaojun Wan
The remarkable visual fidelity of recent commercial video generative models, such as Sora and Veo, renders robust AI-generated video detection increasingly essential to prevent syn…