Scaling Inference Lab
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![Scaling Inference Lab [2601.17376] Diversified Scaling Inference in Time Series Foundation Models](https://ar5iv.labs.arxiv.org/html/2601.17376/assets/pic/fig1.png)




![Scaling Inference Lab [论文评述] Inference Scaling Laws: An Empirical Analysis of Compute-Optimal ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/inference-scaling-laws-an-empirical-analysis-of-compute-optimal-inference-for-problem-solving-with-language-models-0.png)
![Scaling Inference Lab [论文评述] Scaling LLM Inference with Optimized Sample Compute Allocation](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/scaling-llm-inference-with-optimized-sample-compute-allocation-0.png)












![Scaling Inference Lab [论文评述] Physics-Informed Inference Time Scaling via Simulation ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/physics-informed-inference-time-scaling-via-simulation-calibrated-scientific-machine-learning-0.png)














![Scaling Inference Lab [논문 리뷰] MIRAGE: Scaling Test-Time Inference with Parallel Graph ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/mirage-scaling-test-time-inference-with-parallel-graph-retrieval-augmented-reasoning-chains-1.png)
![Scaling Inference Lab [2601.17376] Diversified Scaling Inference in Time Series Foundation Models](https://ar5iv.labs.arxiv.org/html/2601.17376/assets/x7.png)




![Scaling Inference Lab [논문 리뷰] A Simple Model of Inference Scaling Laws](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/a-simple-model-of-inference-scaling-laws-3.png)





































![Scaling Inference Lab [논문 리뷰] Learning Shrinks the Hard Tail: Training-Dependent Inference ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/learning-shrinks-the-hard-tail-training-dependent-inference-scaling-in-a-solvable-linear-model-4.png)
![Scaling Inference Lab [논문 리뷰] Wider or Deeper? Scaling LLM Inference-Time Compute with ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/wider-or-deeper-scaling-llm-inference-time-compute-with-adaptive-branching-tree-search-1.png)



![Scaling Inference Lab [논문 리뷰] From Reflection to Perfection: Scaling Inference-Time ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/from-reflection-to-perfection-scaling-inference-time-optimization-for-text-to-image-diffusion-models-via-reflection-tuning-0.png)













