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Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner
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Computer Vision Scene Understanding 🏢 String
Efficient Multi-Task Learning (EMTAL) transforms pre-trained Vision Transformers into efficient multi-task learners by using a MoEfied LoRA structure, a Quality Retaining optimization, and a router fa…
realSEUDO for real-time calcium imaging analysis
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AI Applications Healthcare 🏢 String
realSEUDO: Real-time calcium imaging analysis now possible at speeds exceeding 30 Hz, enabling sophisticated closed-loop neuroscience experiments.
Dual Lagrangian Learning for Conic Optimization
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AI Generated AI Theory Optimization 🏢 String
Dual Lagrangian Learning (DLL) revolutionizes conic optimization by leveraging machine learning to efficiently learn high-quality dual-feasible solutions, achieving 1000x speedups over traditional sol…
Cross-video Identity Correlating for Person Re-identification Pre-training
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Computer Vision Person Re-Identification 🏢 String
Cross-video Identity-cOrrelating pre-training (CION) revolutionizes person re-identification by leveraging identity correlation across videos for superior model pre-training, achieving state-of-the-ar…