Multi-Stage Residual-Aware Unsupervised Deep Learning Framework for Consistent Ultrasound Strain Elastography
arxiv.org·22h
🤖AI
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KANGURA: Kolmogorov-Arnold Network-Based Geometry-Aware Learning with Unified Representation Attention for 3D Modeling of Complex Structures
arxiv.org·1d
🎯Optimization Theory
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UNSEEN: Enhancing Dataset Pruning from a Generalization Perspective
arxiv.org·2d
📈Statistical Learning
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A Novel CustNetGC Boosted Model with Spectral Features for Parkinson's Disease Prediction
arxiv.org·22h
∂Automatic Differentiation
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Discovering Operational Patterns Using Image-Based Convolutional Clustering and Composite Evaluation: A Case Study in Foundry Melting Processes
arxiv.org·2d
🎯Optimization Theory
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Efficient Transformer-Integrated Deep Neural Architectures for Robust EEG Decoding of Complex Visual Imagery
arxiv.org·22h
🧠Deep Learning
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KrawtchoukNet: A Unified GNN Solution for Heterophily and Over-smoothing with Adaptive Bounded Polynomials
arxiv.org·22h
∂Automatic Differentiation
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Real-Time Drivers' Drowsiness Detection and Analysis through Deep Learning
arxiv.org·2d
🧠Deep Learning
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LLM-Driven Active Listwise Tournaments for Large Universe Portfolio Selection
🗣️Large Language Models
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Extended Physics Informed Neural Network for Hyperbolic Two-Phase Flow in Porous Media
arxiv.org·1d
∂Automatic Differentiation
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Evaluation of Multi- and Single-objective Learning Algorithms for Imbalanced Data
arxiv.org·2d
📈Statistical Learning
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TSFM in-context learning for time-series classification of bearing-health status
arxiv.org·22h
📈Statistical Learning
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MorphBoost: Self-Organizing Universal Gradient Boosting with Adaptive Tree Morphing
arxiv.org·2d
∂Automatic Differentiation
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It's LIT! Reliability-Optimized LLMs with Inspectable Tools
arxiv.org·22h
🗣️Large Language Models
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Quantum Machine Learning via Contrastive Training
arxiv.org·2d
🔥PyTorch
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Uncertainty Quantification for Deep Learning
arxiv.org·2d
🧠Deep Learning
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Hierarchical Semantic Learning for Multi-Class Aorta Segmentation
arxiv.org·1d
🧠Deep Learning
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