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Xiamen University (XMU), Key Laboratory of Multimedia Trusted Perception and Efficient Computing
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Stagnant neurons in MARL can cripple learning, but KNIFE revitalizes them, leading to substantial performance gains in complex environments.
Quantizing video diffusion models to W4A4 doesn't have to tank performance: expert- and timestep-aware calibration unlocks 59% memory savings with negligible quality loss.
