Andreas Stöffelbauer

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upvoted a paper 7 days ago

Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing

Paper • 2607.07953 • Published 12 days ago • 14

upvoted a paper 12 days ago

Quantifying and Expanding the Theoretical Capacity of Late-Interaction Retrieval Models

Paper • 2607.05803 • Published 13 days ago • 10

upvoted a paper 13 days ago

LLM-as-a-Verifier: A General-Purpose Verification Framework

Paper • 2607.05391 • Published 14 days ago • 15

upvoted 5 papers about 1 month ago

Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients

Paper • 2606.18216 • Published Jun 16 • 63

Prompt-Level Distillation: A Non-Parametric Alternative to Model Fine-Tuning for Efficient Reasoning

Paper • 2602.21103 • Published Jun 2 • 9

Trajectory-Refined Distillation

Paper • 2606.08432 • Published Jun 7 • 7

CORE: Contrastive Reflection Enables Rapid Improvements in Reasoning

Paper • 2605.28742 • Published May 27 • 4

Reinforcement Learning from Rich Feedback with Distributional DAgger

Paper • 2606.05152 • Published Jun 3 • 3

upvoted 4 papers about 2 months ago

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

Paper • 2606.02437 • Published Jun 1 • 239

Why Larger Models Learn More: Effects of Capacity, Interference, and Rare-Task Retention

Paper • 2605.29548 • Published May 28 • 12

Your Embedding Model is SMARTer Than You Think

Paper • 2605.24938 • Published May 24 • 25

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Paper • 2605.23904 • Published May 22 • 257

upvoted 2 papers 2 months ago

Context Training with Active Information Seeking

Paper • 2605.13050 • Published May 13 • 7

Many-Shot CoT-ICL: Making In-Context Learning Truly Learn

Paper • 2605.13511 • Published May 13 • 33

upvoted 6 papers 3 months ago

Predicting integers from continuous parameters

Paper • 2602.10751 • Published Apr 13 • 3

RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time

Paper • 2604.11626 • Published Apr 13 • 103

You Only Judge Once: Multi-response Reward Modeling in a Single Forward Pass

Paper • 2604.10966 • Published Apr 13 • 12

Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation

Paper • 2604.13010 • Published Apr 14 • 20

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Paper • 2604.13016 • Published Apr 14 • 114

p1: Better Prompt Optimization with Fewer Prompts

Paper • 2604.08801 • Published Apr 9 • 9