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Achieving extreme low-bit compression without lookup tables could revolutionize how we deploy large language models in memory-limited settings.
By explicitly modeling uncertainty in both feature representations and classification, UAU-Net achieves state-of-the-art facial action unit detection, highlighting the importance of uncertainty-awareness for robust performance.
