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Reconstructing videos from brain activity gets a major boost with SemVideo, which uses hierarchical semantic guidance to produce more coherent and accurate reconstructions than ever before.
Forget native sequence recovery – RIDER uses reinforcement learning to directly optimize RNA sequence design for 3D structural similarity, achieving a 100% boost in structural accuracy.
By weighting model rollouts based on predicted confidence, WIMLE achieves state-of-the-art sample efficiency in model-based RL, outperforming existing methods on complex continuous control tasks.
