Normalization

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7 papers in the last four weeks, up 17% on the four weeks before. 0.1% of all new papers.

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  1. Artifact Annotations Partially Substitute for Per-User Calibration: SAFE-EDA and a Normalization-Controlled Evaluation of Wrist-EDA Affect Recognition

    Oct 1, 2026Haochen Chai, Xinbi Luo, Zining Liu +1Surface ElectromyographyNormalization

    College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China

  2. The Row Normalization Puzzle in Muon

    Sep 30, 2026Jiayu Zhang, Tianyi LinMuonNormalization

    Department of Industrial Engineering and Operations Research Columbia University

  3. STAR-GRPO: Canonical Anchoring and Reliability-First Advantages against Representation-Dependent Reward Hacking

    Sep 29, 2026Wan Tian, Zhongyi Li, Xiang Xu +3Normalization

    Peking University · Beihang University · Nanjing University

  4. MeqMuon: Matrix-Equilibrating Muon for LLM Pretraining

    Sep 28, 2026Chang-Wei Shi, Xu Wang, Wu-Jun LiLarge Language Model PretrainingMuon

    National Key Laboratory for Novel Software Technology, School of Computer Science, Nanjing University, P. R. China

  5. Yorùbá in Unicode: An Overview of a Problem

    Sep 27, 2026Kólá TúbòsúnUnicode U+2014African Languages

    Yoruba Names Project

  6. Can LLMs Normalize Databases? A Benchmark and Multi-Agent Framework for Schema Normalization

    Sep 11, 2026Dong-Jae Koh, Huisu Kim, SeongHwan Yoon +4SchemaNormalization

    School of Computer Science and Engineering, Kyungpook National University, South Korea

  7. Reproducing Omitted Temporal Expressions in Japanese News for Retrieval-Augmented Applications

    Sep 9, 2026Tomoaki Yasuda, Shotaro IshiharaHeadlinesNormalization

    Kagawa University · Nikkei Inc.

  8. A Unified Uncertainty-Aware Back-End for Speaker Verification: Scoring, Normalization, and Calibration

    Sep 1, 2026Junjie Li, Kong Aik LeeAutomatic Speaker VerificationSpeaker

    Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, Hong Kong SAR

  9. StainPresetNet: Stain Preset Network for Fast Multi-to-Multi Stain Normalization

    Sep 1, 2026Hongtao Kang, Die Luo, Li Chen +4Digital PathologyNormalization

    School of Biomedical Engineering and Guangdong Provincial Key Laboratory of Medical Image Processing, Southern Medical University, Guangzhou, Guangdong 510515, China · School of Computer Science, Hubei University of Technology, Wuhan, Hubei 430068, China · Department of Clinical Laboratory, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China +3

  10. Normalized Low-Rank Adaptation

    Aug 31, 2026Jiale Kang, Ziyin Yue, Zheng Zhan +2Parameter-Efficient AdaptationLow-Rank Structure

    1Yuanshi Intelligence · 3The Chinese University of Hong Kong · 2Microsoft Research +1

  11. Rethinking Normalization Placement for LLMs: Post-Norm under Curriculum Depth Growing

    Aug 13, 2026Sheng Ren, Yadong Wang, Naiqiang Tan +7Batch NormalizationNormalization

    Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China · Didichuxing Co. Ltd, Beijing, China

  12. NAE: Normalizing AutoEncoder

    Aug 12, 2026Muhammad Abdur Rafae, Niels LandwehrAutoencoder ArchitecturesSurrogate Gradient

    University of Hildeshiem

  13. One Model to Magnify Them All: Efficient Scale-Invariant Histopathology via Conditional Normalization and Continuous Magnification Training

    Aug 10, 2026Agnieszka Florkowska, Henning Müller, Marek WodzinskiDigital PathologyBatch Normalization

    Sano Centre for Computational Medicine, Krakow, Poland · AGH University of Krakow, al. Adama Mickiewicza 30, 30-059 Kraków, Poland · Institute of Informatics, HES-SO Valais-Wallis, Sierre, Switzerland +1

  14. Leveraging generative models to assist Monte Carlo sampling

    Aug 7, 2026Marylou GabriéGenerative ModelsStatistical Physics

    Laboratoire de Physique Statistique, École normale supérieure, PSL Research University, 24 rue Lhomond, 75005 Paris, France

  15. How Much, Then Where: Credit-Conserving Action-to-Token Allocation for Multi-Turn Agent Reinforcement Learning

    Aug 7, 2026Lichao Ma, Yang Sun, Shuaitao Zhao +9Credit AssignmentStep-Level Credit

    1Peking University · 2Meituan LongCat Interaction Team · 3Fudan University +4

  16. Test Time Adaptation Methods for Point Cloud Registration in Laparoscopic Surgery

    Aug 3, 2026Nina Bodelot, Soufiane Belharbi, Eric GrangerPoint Cloud RegistrationImage Registration

    LIVIA, Dept. of Systems Engineering, ETS Montreal, Canada

  17. Bridging the Sim-to-Real Gap in Parallel-Link Leg Mechanisms via Simulator-Side Dynamics Normalization

    Aug 3, 2026Jinsong Hong, Jangho Kim, Jihwan Lee +2Sim-To-Real GapKinematic Chain

    Department of Robotics and Mechatronics Engineering, DGIST, Daegu 42988, Republic of Korea · Artificial Intelligence Major, DGIST, Daegu, Republic of Korea · Manning College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, MA, USA

  18. Post-Operative Glioma Segmentation via Loss Stabilization, Normalization and Subspace Attention

    Jul 23, 2026Alexandru Crişan, Diana BorzaBrain Tumor SegmentationSwin

    Babes-Bolyai University, Cluj-Napoca, Romania

  19. Weight-norm Criticality: A Mechanism for Loss Spikes Induced by the Normalization and Weight Decay

    Jul 23, 2026Xiaolong Li, Zhangchen Zhou, Zhi-Qin John XuWeight DecayAnisotropic Loss Landscapes

    Institute of Natural Sciences, School of Mathematical Sciences, Shanghai Jiao Tong University.

  20. How the fly holds a single goal: normalization, not selection, in Drosophila FC2

    Jul 21, 2026Gioele Nanni, Christopher LeeNeuronsMorphogenesis

    Common Origin

  21. C-Norm: Cell-Distribution Normalization Enables Precision Recognition of Medical-Cell Image

    Jul 14, 2026Yang Qianl, Liu Xiany, Dai Daw +5Cancer DetectionArtificial Intelligence Detection

    Chongqing University Cancer Hospital, Chongqing, China · Chongqing University of Posts and Telecommunications, Chongqing, China · Shanghai First Maternity and Infant Hospital, Tongji University, Shanghai, China

  22. Lesion Segmentation in Moderate to Severe Traumatic Brain Injury: An nnU-Net Based Approach with Adaptive Normalization in the AIMS-TBI 2025 Challenge

    Jul 14, 2026Inhwa Son, Gaeun Lee, Sohyeon Sim +1Brain Tumor SegmentationLesion Segmentation

    Gachon University, Republic of Korea · MEDAI, Republic of Korea

  23. Hyperparameter Transfer in Graph Neural Networks

    Jul 6, 2026Gage DeZoort, Boris HaninGraph Neural NetworksHyperparameter

    Department of Operations Research and Financial Engineering · School of Engineering and Applied Science · Princeton University +1

  24. PAST-TIDE: Prototype-Anchored Statement Tuning with Topic-Invariant Normalization for Stance Detection

    Jul 6, 2026Md. Shakhoyat Rahman Shujon, MD Jahid Hasan Jim, Md. Milon Islam +2Cross-Topic Arabic Stance DetectionNatural Language Processing

    Department of Computer Science and Engineering, Khulna University of Engineering & Technology · Department of Electrical and Computer Engineering, University of Waterloo · Department of Machine Learning, Mohamed bin Zayed University of Artificial Intelligence

  25. Temporal Training Strategies for Left Atrium and Left Atrial Appendage Segmentation in Dynamic Contrast 4DCT

    Jun 30, 2026David Montalvo-García, Lauren Severance, Elliot R. McVeigh +1EchocardiographyMulti Organ Computed Tomography Segmentation

    Biomedical Image Technologies, ETSI Telecomunicación, Universidad Politécnica de Madrid, Madrid, Spain · Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain · Department of Bioengineering, University of California San Diego, La Jolla, CA, USA +2

  26. Exact and Deterministic Patch Descriptor Retrieval via Hierarchical Normalization

    Jun 25, 2026Koichi SatoApproximate Nearest-Neighbor SearchVector Database

  27. SURGELLM: Rethinking Multi-Task Evaluation through Task-Aware Feature Gating with Class-Balanced Normalization

    Jun 23, 2026Noor Islam S. Mohammad, Ulug BayazitNatural Language ProcessingTransformer Architectures

    Dept. of Computer Science, Istanbul Technical University

  28. A Spectral Theory of Normalized Corrected GNN Propagation

    Jun 22, 2026Qihan Chen, Wei Li, Meng Qin +1Graph Neural NetworksPropagation

    Center for Discrete Mathematics, Fuzhou University · School of Computer and Information Science, Fujian Agriculture and Forestry University · Department of Strategic & Advanced Interdisciplinary Research, Pengcheng Laboratory (PCL), Shenzhen, Guangdong, China

  29. Learning from Audio-Dependency Errors: Data Curation Strategies Based on Model Confusion Patterns in Audio Question Answering

    Jun 20, 2026Hyeonuk NamLarge Audio Language ModelsAudio Understanding

    Independent Researcher · Seoul, South Korea

  30. Self-Adaptive Scale Handling for Forecasting Time Series with Scale Heterogeneity

    Jun 18, 2026Xu Zhang, Zhengang Huang, Yunzhi Wu +6Time Series ForecastingTime Series

    College of Computer Science and Artificial Intelligence, Fudan University, Shanghai, China · Ant Group, Shanghai, China

  31. VISTA: Scale-Aware Visual Navigation via Action History Conditioning

    Jun 15, 2026Maeva Guerrier, Koki Kobayashi, Simon Roy +2Recent Vision Foundation ModelsDynamic Environments

    Polytechnique Montreal, MILA · Institute of Science Tokyo · Polytechnique Montreal +2

  32. Effects of Objective Normalization on Regions of Interest in Preference-Based Evolutionary Multi-Objective Optimization

    Jun 15, 2026Ryuichi Mogami, Ryoji TanabeMulti-Objective OptimizationObjective Functions

    Yokohama National University, Yokohama, Japan

  33. QK-Normed MLA: QK normalization without full key caching

    Jun 15, 2026Yizhou Han, Yao Zhao, Jun Zhou +2Multi-Head AttentionBatch Normalization

    School of Data Science, The Chinese University of Hong Kong, Shenzhen.

  34. Energy-Conserved Neural Pipelines: Attenuating Error Propagation in Modular Neural Networks via Physical Conservation Constraints

    Jun 9, 2026David Young, Swan Yi HtetNeural NetworkNormalization

    ORION Robotics

  35. Does Normalization Choice Matter for Causal Large Time-Series Models?

    Jun 8, 2026Samy-Melwan Vilhes, Gilles Gasso, Mokhtar Z AlayaNormalizationTime Series

    LMAC · INSA Rouen Normandie, Univ Rouen Normandie Univ, LITIS UR4108, F-76000 Rouen, France · Univ de Technologie de Compi`egne, LMAC EA 222, F-60203 Compi`egne, France

  36. Stabilizing On-Policy Distillation for MLLM Reasoning with Global Normalization

    Jun 8, 2026Dongze Hao, Zhiwei Jin, Chen Chen +1Post-TrainingStep-Level Advantage Estimation

    OPPO AI Center

  37. TOPSIS-RAD: Ranking According to Desires

    Jun 5, 2026Leonardo Fernandes Costa, Helder Gomes Costa, Diogo Lima +1RankingDesiderata

    Universidade Federal Fluminense Rua Passos da Pátria, 156 Niterói, RJ, Brazil, CEP 24.220-045 · Leonardo Sistemas Consultoria LTDA Av. Albert0 Lamego, 405 Campos dos Goytacazes, RJ, 28016-811, Brazil · Rua Passos da Pátria, 156 Niterói, RJ, Brazil, CEP 24.220-045

  38. Representation Matters in Randomized Smoothing for Audio Classification

    Jun 2, 2026Jong-Ik Park, Shreyas Chaudhari, José M. F. Moura +1SmoothingNormalization

    Carnegie Mellon University, Pittsburgh, Pennsylvania, USA.

  39. Structure-Aware Prediction of PROTAC-Mediated Protein Degradability via Graph Neural Networks

    Jun 1, 2026Bryan Cheng, Austin JinProteinStructure-Aware

    Independent Researcher USA

  40. Normalized Relevance Measure as a Unifying Framework to Explain Neural Network Latent Structures

    May 30, 2026Ping Xiong, Thomas Schnake, Grégoire Montavon +2Explainable Artificial IntelligenceNeural Network

    Berlin Institute for the Foundations of Learning and Data – BIFOLD, 10623 Berlin, Germany · Machine Learning Group, Technical University of Berlin, Berlin, Germany · Department of Chemistry, Chemical Physics Theory Group, University of Toronto, Toronto, Canada +6

  41. Dynamic Topic Modeling with a Higher-Order Hypergraphical Representation

    May 27, 2026Hanjia Gao, Hanwen Ye, Qing Nie +1Topic ModelingHypergraphs

    Department of Statistics, University of California, Irvine · Department of Mathematics and Department of Developmental & Cell Biology, University of California, Irvine · Department of Statistics and Applied Probability, University of California, Santa Barbara

  42. StableGrad: Backward Scale Control without Batch Normalization

    May 19, 2026Jose I. Mestre, Alberto Fernández-Hernández, Cristian Pérez-Corral +2Batch NormalizationNeural Network Optimization

    Universitat Politècnica de València · Universitat Jaume I

  43. Information theoretic underpinning of self-supervised learning by clustering

    May 12, 2026Josef Kittler, Sara Atito, Muhammad AwaisSelf-Supervised LearningKullback-Leibler Divergence

    Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Guildford, Surrey GU2 7XH, UK · Surrey Institute for People-Centred AI (PAI), University of Surrey, Guildford, Surrey GU2 7XH, UK

  44. NoRIN: Backbone-Adaptive Reversible Normalization for Time-Series Forecasting

    May 11, 2026Shun Zhang, Yuyang XiaoBatch NormalizationNormalization

    Graduate School of China Academy of Engineering Physics, Beijing 100193, China · Institute of Applied Physics and Computational Mathematics, Beijing 100094, China

  45. QuadNorm: Resolution-Robust Normalization for Neural Operators

    May 8, 2026Bum Jun Kim, Makoto Kawano, Yusuke Iwasawa +1Batch NormalizationNeural Operators

    The University of Tokyo, Japan

  46. Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks

    May 6, 2026Xuan Qi, Yi Wei, Fanqi Yu +3Batch NormalizationRectified Linear Unit Networks

    AI for Good Istituto Italiano di Tecnologia, Genoa, Italy Department of Computer Science University of Verona, Verona, Italy

  47. Normalization Equivariance for Arbitrary Backbones, with Application to Image Denoising

    May 5, 2026Youssef Saied, François FleuretRotation EquivarianceBatch Normalization

    Department of Computer Science, University of Geneva, Switzerland · Meta FAIR.

  48. Towards Seamless Lunar Mosaics: Deep Radiometric Normalization for Cross-Sensor Orbital Imagery Using Chandrayaan-2 TMC Data

    Apr 28, 2026Pratincha Singh, Jai Gopal Singla, Prashant Hemrajani +3RosettaSatellite Imagery

    Department of IOT and Intelligent Systems Manipal University Jaipur Jaipur,India · Space Applications Centre Indian Space Research Organization Ahmedabad,India

  49. Hardware-Efficient Softmax and Layer Normalization with Guaranteed Normalization for Edge Devices

    Apr 26, 2026Dawon Choi, Hana Kim, Ji-Hoon KimBatch NormalizationGumbel-Softmax Relaxation

    Dept. of Artificial Intelligence Semiconductor Engineering, Hanyang University, Seoul, Republic of Korea · Dept. of Electronic Engineering, Hanyang University, Seoul, Republic of Korea

  50. K-Score: Kalman Filter as a Principled Alternative to Reward Normalization in Reinforcement Learning

    Apr 24, 2026Zixuan Xia, Quanxi LiExtended Kalman FilterNormalization

    University of Bern, Bern, Switzerland.

  51. Voice Under Revision: Large Language Models and the Normalization of Personal Narrative

    Apr 24, 2026Tom van NuenenRewriteStylometric

    Social Sciences D-Lab, University of California, Berkeley

  52. FLARE: Task-agnostic embedding model evaluation through a normalization process

    Apr 19, 2026Jingzhou Jiang, Yixuan Tang, Yi Yang +1Model EvaluationLatent Flow

    The Hong Kong University of Science and Technology

  53. Entropy-Generated Attention Beyond Softmax and Entmax: Kaniadakis and Reciprocal-Symmetric Abe Operators

    Feb 9, 2026Gunn KimEntropyGumbel-Softmax Relaxation

    Department of Physics, Sejong University, Seoul 05006, Republic of Korea

  54. Why GRPO Needs Normalization: A Local-Curvature Perspective on Adaptive Gradients

    Jan 30, 2026Cheng Ge, Caitlyn Heqi Yin, Hao Liang +1NormalizationLocal Curvature

    Department of Aeronautics and Astronautics, MIT · Department of Statistics, University of Wisconsin–Madison · Department of Informatics, King’s College London +1

  55. Evidence-Guided Schema Normalization for Temporal Tabular Reasoning

    Nov 29, 2025Ashish Thanga, Vibhu Dixit, Abhilash Shankarampeta +1SchemaRelational Databases

    Arizona State University · UC San Diego

  56. NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache

    May 23, 2025Donghyun Son, Euntae Choi, Sungjoo YooKey-Value Cache QuantizationResidual Vector Quantization

    Seoul National University

  57. Unadapted Multilingual ASR on a Garrusi Kurdish Evaluation Set: A Common-Reference Staged Normalization Analysis

    Date pendingHiwa AsadpourAutomatic Speech Recognition EvaluationMultilingual Automatic Speech Recognition

    Saarland University and Goethe University Frankfurt

  58. The BatchNorm Illusion: Diagnosing Normalization Artifacts in Machine Unlearning Evaluation

    Date pendingAaryaman Kalani, Murari Mandal, Dhruv Kumar +2Machine UnlearningBatch Normalization

    BITS Pilani · KIIT Bhubaneswar · National University of Singapore