Vision Transformers versus convolutional neural networks for fine-grained orchid genus identification in a species-rich, data-poor flora: a controlled benchmark on the Orchidaceae of New Guinea
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Signal-Informed Temporal Routing for Vinyl Defect Regime Detection
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Federated Multilingual Speech-LLMs: Architecture and Aggregation Strategy Benchmarking
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Rethinking Class Imbalance for Single-Cell Foundation Models: A Systematic Benchmark Across Architectures and Long-Tail Loss Functions
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Learning Physics from an Imperfect Ancestor
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U-PEN Mamba: Progressive Expansion with Selective State-Space Modeling for Efficient Retinal Vessel Segmentation
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Rare Event Estimation via Iterative Unalignment
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CTRL: Control-Based Time Series Forecasting with LLM-Guided Residual Learning
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Toscani-Fourier Distance on Probability Measures: Wasserstein Control, Topological Equivalence on Model Classes, and Duality
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InterHier: Learning Interconnected Hierarchical Semantics for Open-Vocabulary Object Detection
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Optimal Multi-way Decision Trees for Stratified Sampling in Online Controlled Experiments
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VGG16-MCA UNet: Whole-Tumor Segmentation in 2D FLAIR MRI with Decoder-Side Channel Attention
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