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cs.CV2026
Bridging Pixels and Words: Mask-Aware Local Semantic Fusion for Multimodal Media Verification
Zizhao Chen, Ping Wei, Ziyang Ren +2
As multimodal misinformation becomes more sophisticated, its detection and grounding are crucial. However, current multimodal verification methods, relying on passive holistic fusi…
cs.AI2026
LifeBench: A Benchmark for Long-Horizon Multi-Source Memory
Zihao Cheng, Weixin Wang, Yu Zhao +15
Long-term memory is fundamental for personalized agents capable of accumulating knowledge, reasoning over user experiences, and adapting across time. However, existing memory bench…