Constitutional Value Potentials: reading and steering internal priority margins in language models
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New papers, breakthroughs and academic AI research
ReForge: Refining Merged Models with Anchor-Regularized Regression
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Universal Approximation of Nonlinear Operators and Their Derivatives
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Compressing History into Memory: Distilling Transformers into Recurrent Transformers
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Trust the Direction, Search the Step: Zero-and-First-Order Methods for LLM Fine-Tuning
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Cost-augmented Schr\"odinger bridges on graphs are exactly solvable: a Feynman-Kac tilt replaces learned control
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From Gradients to Capabilities: Understanding Multi-Teacher On-Policy Distillation
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Reshape and Recur: Improving SSMs with Input Reshaping and Depth Recurrence
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EditVerse3D: High-Quality 3D Object Editing with Region-Aware Learning
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The Missing Primitive: Diagnosing and Repairing Mathematical Reasoning in Large Language Models
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Decoding Looped Transformers Better for (Almost) Free
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Graph Hierarchical Recurrence for Long-Range Generalization
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