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12 papers in the last four weeks, with none the four weeks before. 0.1% of all new papers.

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  1. Query Lower Bounds for Diffusion Sampling

    Apr 12, 2026Zhiyang Xun, Eric PriceDiffusion SamplingOptimal Sample Complexity

    UT Austin

  2. LLM Evaluation as Tensor Completion: Low Rank Structure and Semiparametric Efficiency

    Apr 7, 2026Jiachun Li, David Simchi-Levi, Will Wei SunLarge Language Model EvaluationUncertainty Score

    Massachusetts Institute of Technology · Purdue University

  3. When Perplexity Lies: Generation-Focused Distillation of Hybrid Sequence Models

    Mar 27, 2026Juan Gabriel Kostelec, Qinghai GuoEffective DistillationSymbolic Distillation

    Huawei Switzerland · ACS Lab, Huawei Technologies

  4. An intuitive rearranging of the Yates covariance decomposition for probabilistic verification of forecasts with the Brier score

    Mar 4, 2026Bruno Hebling VieiraProbabilistic ForecastingForecast

    Methods of Plasticity Research, Department of Psychology, University of Zurich, Zurich, Switzerland · Methods of Plasticity Research, Department of Psychology, University of Zurich, Zurich,2026 Switzerland

  5. You Can Learn Tokenization End-to-End with Reinforcement Learning

    Feb 15, 2026Sam Dauncey, Roger WattenhoferTokenizerUncertainty Score

    Department of Electrical Engineering, ETH Zurich, Zurich, Switzerland.

  6. Fast Score-Based Sampling via Log-Concave Reductions

    Dec 30, 2025M. J. WainwrightLog-Concave DistributionsOptimal Sample Complexity

    Laboratory for Information and Decision Systems · Statistics and Data Science Center · EECS & Mathematics +1

  7. When Guessing is Rewarded: Rethinking Language Model Evaluation with Distributional Uncertainty Scoring

    Oct 5, 2025Thomas F BurnsUncertainty ScoreLarge Language Model Evaluation

    Aleph Alpha Research

  8. Multi-Channel Uncertainty-Weighted Score Matching for Conditional Diffusion in Medical UDA

    Sep 26, 2025Chen Li, Meilong Xu, Xiaoling Hu +2Text-Conditioned Diffusion ModelSemi-Supervised Medical Image Segmentation

    Stony Brook University, Stony Brook, NY, USA · Massachusetts General Hospital and Harvard Medical School, MA, USA

  9. Localized Diffusion Models

    May 7, 2025Georg A. Gottwald, Shuigen Liu, Youssef Marzouk +2Score-Based Diffusion ModelDiffusion Models

    School of Mathematics and Statistics, The University of Sydney · Department of Mathematics, National University of Singapore · Laboratory for Information and Decision Systems, Massachusetts Institute of Technology +1

  10. Smoothing the Score Function to Enhance Generalization in Diffusion Models

    Date pendingXinyu Zhou, Jiawei Zhang, Stephen J. WrightScore-Based Diffusion ModelGumbel-Softmax Relaxation

    Department of Computer Sciences, University of Wisconsin Madison, WI, USA.