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Surprisingly, the "think before answer" paradigm fails to enhance generative recommendation models, prompting a novel approach that redefines how reasoning is integrated into these systems.
Video-LLMs aren't failing at perception, they're being tricked by their own assumptions, but a new dataset and reasoning chain can fix it.
Autonomous vehicles can now better handle degraded sensor data in adverse conditions thanks to a new unsupervised domain adaptation method that leverages both LiDAR and RGB data.