Restoring without Forgetting: Filter-Level Continual Image Restoration via Parameter-Space Integrated Gradients
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EvoSteer: Online Self-Evolving Graph Orchestration via Reference-Anchored Credit Assignment
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Budget Boundary Effects in Test-Time Mathematical Reasoning
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Video2Skill: From Streaming Experience to Reusable Embodied Skills
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LongTake: Learning to Sustain Dynamics in Long-Horizon Video Generation
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Concept-Grounded Attention: A Controlled Evaluation of Graph-Injected Attention, Temporal Versioning, and Epistemic Status
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Action Conditioned Bisimulation For GUI Agent Memory
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Scaling Laws for Looped Mixture of Experts
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Generalising from Self-Produced Data: Model Training Beyond Human Constraints
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Grokking through the Lens of Minimum-Norm Interpolation
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Distilling What Matters: Confidence-Aware Selective Distillation for Large Language Models
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Does Text Steer Neural PDE Surrogates? A Controlled Diagnostic with OperatorCLIP
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