Joseph

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upvoted a paper 2 days ago

Composing What Each Teacher Learned: Multi-Teacher On-Policy Distillation through Teacher-Relative Shifts

Paper • 2610.10460 • Published 4 days ago • 9

upvoted 2 papers 3 months ago

TREK: Distill to Explore, Reinforce to Refine

Paper • 2607.05339 • Published Jul 6 • 10

TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning

Paper • 2606.32017 • Published Jun 30 • 10

upvoted a paper 5 months ago

Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training

Paper • 2605.12483 • Published May 12 • 9

updated a collection 6 months ago

papers

Collection

4 items • Updated Apr 16

upvoted a paper 6 months ago

TIP: Token Importance in On-Policy Distillation

Paper • 2604.14084 • Published Apr 15 • 15

updated a collection 7 months ago

papers

Collection

4 items • Updated Apr 16

upvoted 4 papers 7 months ago

IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse

Paper • 2603.12201 • Published Mar 12 • 69

On-Policy Self-Distillation for Reasoning Compression

Paper • 2603.05433 • Published Mar 5 • 9

Not all tokens are needed(NAT): token efficient reinforcement learning

Paper • 2603.06619 • Published Feb 20 • 1

Overconfident Errors Need Stronger Correction: Asymmetric Confidence Penalties for Reinforcement Learning

Paper • 2602.21420 • Published Feb 24 • 6

updated a collection 7 months ago

papers

Collection

4 items • Updated Apr 16

upvoted 2 papers 7 months ago

PACED: Distillation at the Frontier of Student Competence

Paper • 2603.11178 • Published Mar 11 • 4

Spatial-TTT: Streaming Visual-based Spatial Intelligence with Test-Time Training

Paper • 2603.12255 • Published Mar 12 • 91