LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling Paper • 2606.18023 • Published 3 days ago • 135 • 3
KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks Paper • 2606.03458 • Published 17 days ago • 62 • 10
KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks Paper • 2606.03458 • Published 17 days ago • 62 • 10
KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks Paper • 2606.03458 • Published 17 days ago • 62 • 10
Negligible in Size, Significant in Effect: On Scale Vectors in Large Language Models Paper • 2605.26895 • Published 24 days ago • 20 • 3
HRM-Text: Efficient Pretraining Beyond Scaling Paper • 2605.20613 • Published about 1 month ago • 317 • 4
OScaR: The Occam's Razor for Extreme KV Cache Quantization in LLMs and Beyond Paper • 2605.19660 • Published May 19 • 40 • 3
$δ$-mem: Efficient Online Memory for Large Language Models Paper • 2605.12357 • Published May 12 • 130 • 5
Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information Paper • 2605.11609 • Published May 12 • 196 • 4
Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling Paper • 2605.13301 • Published May 13 • 162 • 4
Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion Paper • 2605.12825 • Published May 12 • 12 • 2
Multi-Stream LLMs: Unblocking Language Models with Parallel Streams of Thoughts, Inputs and Outputs Paper • 2605.12460 • Published May 12 • 17 • 2
PASA: A Principled Embedding-Space Watermarking Approach for LLM-Generated Text under Semantic-Invariant Attacks Paper • 2605.10977 • Published May 9 • 10 • 2
LoopUS: Recasting Pretrained LLMs into Looped Latent Refinement Models Paper • 2605.11011 • Published May 10 • 10 • 2
Your Language Model is Its Own Critic: Reinforcement Learning with Value Estimation from Actor's Internal States Paper • 2605.07579 • Published May 8 • 18 • 3
$δ$-mem: Efficient Online Memory for Large Language Models Paper • 2605.12357 • Published May 12 • 130 • 5