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GeoLens outperforms traditional single-tool approaches by effectively integrating multiple visual reasoning tools, achieving superior accuracy and efficiency in complex remote sensing tasks.
EchoBridge boosts classification performance by nearly 8 points in AUROC, especially for rare cardiac conditions that are often overlooked.
Over 95% reduction in backdoor attack success rates with only 0.1% neuron intervention reveals a breakthrough in LLM security.
Flow-based offline RL gets a geometric upgrade: Fisher Decorator uses a local transport map to ditch isotropic regularization and unlock state-of-the-art performance.
