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🏢 Korea University

Video Token Merging for Long Video Understanding
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Computer Vision Video Understanding 🏢 Korea University
Researchers boost long-form video understanding efficiency by 6.89x and reduce memory usage by 84% using a novel learnable video token merging algorithm.
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection
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AI Generated Computer Vision 3D Vision 🏢 Korea University
Unified Domain Generalization and Adaptation (UDGA) tackles 3D object detection’s domain adaptation challenges by leveraging multi-view overlap and label-efficient learning, achieving state-of-the-art…
Toward Approaches to Scalability in 3D Human Pose Estimation
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Computer Vision 3D Vision 🏢 Korea University
Boosting 3D human pose estimation: Biomechanical Pose Generator and Binary Depth Coordinates enhance accuracy and scalability.
ROIDICE: Offline Return on Investment Maximization for Efficient Decision Making
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AI Generated Machine Learning Reinforcement Learning 🏢 Korea University
ROIDICE: A novel offline reinforcement learning algorithm maximizes Return on Investment (ROI) by formulating the problem as linear fractional programming, yielding superior return-cost trade-offs.
LLaMo: Large Language Model-based Molecular Graph Assistant
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Natural Language Processing Large Language Models 🏢 Korea University
LLaMo, a novel Large Language Model-based Molecular Graph Assistant, uses multi-level graph projection and instruction tuning to achieve superior performance on diverse molecular tasks.
Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem
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AI Generated Computer Vision Object Detection 🏢 Korea University
Boost 3D object detection accuracy by augmenting pseudo-LiDAR point clouds!
Inversion-based Latent Bayesian Optimization
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AI Generated Machine Learning Optimization 🏢 Korea University
InvBO: Inversion-based Latent Bayesian Optimization solves the misalignment problem in LBO, boosting optimization accuracy and efficiency.
Constant Acceleration Flow
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AI Generated Machine Learning Deep Learning 🏢 Korea University
Constant Acceleration Flow (CAF) drastically accelerates image generation in diffusion models by leveraging a constant acceleration equation, outperforming state-of-the-art methods in both speed and q…