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A large-scale benchmark ICRL4AHT is introduced, built upon a high-throughput JAX implementation of Overcooked-V2 AHT, establishing this benchmark as a critical testbed for next-generation coordination algorithms.
QUARTET is an expressive graph transformer architecture that applies full self-attention on local subgraphs while enriching global context through cross-attention branches, and consistently matches or outperforms the current state-of-the-art graph transformer baselines (HGT and RelGT).
FaceVid-Forensics-100K is introduced, a large-scale deepfake video dataset comprising 100,000 videos and spanning 33 synthesis methods across face swapping, face reenactment, and entire-face synthesis, and a multi-agent forensic reasoning framework that employs four specialized domain-expert agents to independently ana...
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