KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks
Paper • 2606.03458 • Published • 49 •
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Urro
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Reproducing, Analyzing, and Detecting Reward Hacking in Rubric-Based Reinforcement LearningOrganizations
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Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling
Paper • 2606.03102 • Published • 13
Diagnosing Harmful Continuation in Answer-Correct Long-CoT Training Traces
Paper • 2605.29288 • Published • 9
Decentralized Instruction Tuning: Conflict-Aware Splitting and Weight Merging
Paper • 2606.01717 • Published • 20
Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories
Paper • 2606.03979 • Published • 22
World Models Meet Language Models: On the Complementarity of Concrete and Abstract Reasoning
Paper • 2606.03603 • Published • 29
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KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks
Paper • 2606.03458 • Published • 49
From Activation to Causality: Discovery of Causal Visual Representations in the Human Brain
Paper • 2605.23895 • Published • 50
TRON: Targeted Rule-Verifiable Online Environments for Visual Reasoning RL
Paper • 2606.01599 • Published • 17
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