Sibyl: An Efficient Small-large Model Collaboration Framework for Long-horizon Tasks
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Localized Operator Learning with Adaptive Partition-of-Unity Mixture-of-Expert Networks
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EasyClassifier: Honest, Reproducible Machine-Learning Classification for Researchers Who Do Not Program
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Representation--Behavior Alignment for Explainable Weakly-Supervised Video Anomaly Detection
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D-Loop: Looped Diffusion Drafting for Speculative Decoding
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EMBER-Bench: Benchmarking Cross-Event Causal Memory in Long-Horizon Embodied Tasks
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CoDG-Net: Structure-Guided Style Diffusion and Collaborative Learning to Mitigate Catastrophic Forgetting in Medical Image Domain Generalization
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Gated Target Propagation for Compositional Generalization in Continual Learning
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Low-Fidelity FDM Spectral Guidance for Neural Eigenvalue Solvers
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Score-Calibrated Flow for Sampling from Unnormalized Densities with Applications to Generative Online Reinforcement Learning
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PharmAgent: Constraint-Aware Search with Frozen Language Models for Molecular Optimization
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TeleTune: Evolving Agent Skills From Offline Telemetry
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