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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Triggering Generalist Reasoning via Predictive Uncertainty for Dual-System VLA
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Learning from imperfect teachers for low-resource acoustic generalization
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Readable Before Actionable: Causal Tracing of Indirect Prompt Injection
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Learning Field Reconstruction from Incomplete Data by Globally Correcting Local Estimates
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CASE: Cost-Aware Stopping for Efficient Long-Video Agents
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GeoBridge-VLA: Geometry-Aware Residual Adaptation for Vision-Language-Action Models
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