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Modern generative models produce high-quality individual outputs but struggle to sample diversely, even when explicitly instructed to do so. We introduce MINE-SAMPLE-RENDER (MSR), a test-time approach that externalizes the diversity into an explicit, corpus-derived sampling…
AI Long-horizon multimodal search agents with RL and distillation
AI Video generators as 4D perceivers for geometry and motion recovery.