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Harbin Institute of Technology
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Attacks on latent representations can be as devastating as direct policy disruptions, highlighting critical vulnerabilities in world models.
Stop those blurry edges: Softmax-GS uses learnable competition between Gaussians to sharpen 3D Gaussian Splatting, achieving state-of-the-art performance in novel view synthesis.
LLMs can fix 26% more bugs when given access to intermediate runtime states during program repair, proving that even the best models struggle to infer root causes from just failure symptoms.
Even state-of-the-art AI-generated image detectors struggle when images are cropped, resized, or compressed, revealing a critical gap in real-world robustness.
