🏢 Huazhong University of Science and Technology
Accelerating Nash Equilibrium Convergence in Monte Carlo Settings Through Counterfactual Value Based Fictitious Play
·1841 words·9 mins·
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AI Theory
Optimization
🏢 Huazhong University of Science and Technology
MCCFVFP, a novel Monte Carlo-based algorithm, accelerates Nash equilibrium convergence in large-scale games by combining CFR’s counterfactual value calculations with fictitious play’s best response st…
A Unified Framework for 3D Scene Understanding
·2347 words·12 mins·
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Computer Vision
3D Vision
🏢 Huazhong University of Science and Technology
UniSeg3D: One model to rule them all! This unified framework masters six 3D segmentation tasks (panoptic, semantic, instance, interactive, referring, and open-vocabulary) simultaneously, outperforming…
A robust inlier identification algorithm for point cloud registration via l_0-minimization
·2507 words·12 mins·
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Computer Vision
3D Vision
🏢 Huazhong University of Science and Technology
This paper introduces a novel, robust inlier identification algorithm for point cloud registration that leverages lo-minimization.
A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning
·3699 words·18 mins·
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AI Generated
Computer Vision
Few-Shot Learning
🏢 Huazhong University of Science and Technology
Leaving the CLS token of a Vision Transformer randomly initialized during cross-domain few-shot learning consistently improves performance; a novel method leveraging this phenomenon achieves state-of-…