Normalization

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Period ending 2026-09-14

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  1. Published Unlearning Numbers Move Per Checkpoint, and Not Because the Removed Data Survives: An Audit of 263 Released Batch-Normalized Checkpoints

    Sep 12, 2026Junlong Shen Xingyu LiModel CheckpointsUnlearning Aims

  2. CryptoL: Towards Scale Dominance and Physics Constraints Mitigation in Financial Multivariate Time Series Forecasting

    Sep 12, 2026Yalda Taheri, Mohammad Hassan Heydari, Armon Rasooli +3Cryptocurrency MarketsTime Series Forecasting

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

    Sep 9, 2026Tomoaki Yasuda, Shotaro IshiharaHeadlinesRetrieval-Augmented Generation

  4. FORGE: Forward-Only Test-Time Adaptation for Integer-Only Vision Models on Microcontrollers

    Sep 1, 2026Muhammad Rehan, Haider Ali, Muhammad Ali Munir +1MicrocontrollersTest-Time Adaptation

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

    Sep 1, 2026Junjie Li, Kong Aik LeeSpeaker IdentityUncertainty-Aware Teachers

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

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

  7. Operational Regimes in Non-Convex Optimization: A Multiplier-Based Taxonomy

    Aug 31, 2026Seyed Mohsen Kazemi, Ali Movaghar, Shaahin hessabiConvex OptimizationNormalized Momentum

  8. Normalized Low-Rank Adaptation

    Aug 31, 2026Jiale Kang, Ziyin Yue, Zheng Zhan +2Standard Low-Rank AdaptationParameter-Efficient Adaptation

  9. Tracing distinguishability through transformer processing with stochastic LayerNorm

    Aug 31, 2026Kieran MurphyBatch NormalizationDiffusion Transformers

  10. TopGQ: Fast GNN Post-Training Quantization Leveraging Topology Information

    Aug 31, 2026Dain Kwon, Kanghyun Choi, Hyeyoon Lee +4Post-Training QuantizationQuantization

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

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

  12. NAE: Normalizing AutoEncoder

    Aug 12, 2026Muhammad Abdur Rafae, Niels LandwehrAutoencoderSurrogate Gradient

  13. Small-Scale Experiments: Are We There Yet?

    Aug 12, 2026Nicholas Lourie, Kyunghyun Cho, Karen Ullrich +1Scaling LawsHyperparameter

  14. Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure

    Aug 10, 2026Xingjian Wang, Qingyu Han, Xiaodong Luo +1Batch NormalizationTransformer Encoder

  15. 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 PathologyResnet-18

  16. SwiftQK: Fast and Communication-Efficient Tensor Parallelism for Query-Key Normalization

    Aug 10, 2026Gyudong Kim, Wonjun Han, Young Geun KimTensor ProgramsBatch Normalization

  17. LASA: Language-and-Source-Anchored Alignment for Domain Generalized Semantic Segmentation

    Aug 9, 2026Jinhong Zhu, Weiqi Yan, Shengchuan Zhang +1Pseudo-LabelingNormalization

  18. Leveraging generative models to assist Monte Carlo sampling

    Aug 7, 2026Marylou GabriéMonte Carlo SamplingGenerative Models

  19. 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 ScoringTrajectory-Level Credit Assignment

  20. Low-Dimensional High-Leverage Subspace Optimization: Beyond Full-Parameter Coupled Training for Neural Network Quantization

    Aug 4, 2026Peng Xia, Junbiao Pang, Zheng HuangPost-Training QuantizationMixed-Precision Quantization

  21. Cross-Layer Interaction under Weight-Space Ablation: A Closed-Form Attention Jacobian Bound and a Test on a Real Pretrained Model

    Aug 4, 2026Abdallah KhemaisAblationCross-Layer Interactions

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

    Aug 3, 2026Nina Bodelot, Soufiane Belharbi, Eric GrangerPoint Cloud RegistrationPoint Clouds

  23. Everyone Conforms, No One Believes: Pluralistic Ignorance in LLM Agent Populations

    Aug 3, 2026Yashwanth YSMulti-Agent SimulationsConformity

  24. Geometry-Guided Layerwise FFN Width Allocation in Transformers

    Aug 3, 2026Timur Mudarisov, Mikhail Burtsev, Radu StateBatch NormalizationFeed-Forward

  25. Divisive Normalization Shapes Low-Rank Slow Manifolds for Continuous Working Memory

    Aug 3, 2026Zhaotian Gu, Jie Su, Weiwei Wang +3Neural DynamicsNormalization

  26. 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

  27. Sphere Retraction Normalizations

    Aug 2, 2026Jie Zhang, Cheng-Fang Su, Yi-Jui Huang +1Residual ConnectionsNormalization

  28. Diagnosing Under-Development of Irreversible Processes in Video Generation

    Aug 1, 2026Jian Xu, Yanning Wu, Delu Zeng +2ViolationNormalization

  29. Searching the Space of Feed-Forward Neural-Network Weight-Update Rules with Fixed Depth Symbolic Regression

    Jul 23, 2026Charles Brum, Edward FinkelsteinSymbolic RegressionNeural Network Optimization

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

    Jul 23, 2026Alexandru Crişan, Diana BorzaBrain Tumor SegmentationSwin

  31. 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 DecayConvex Loss

  32. Scalable Keyword Spotting via Modular Network Expansion

    Jul 22, 2026Viktor Khaymonenko, Dzmitry Saladukha, Aliaksei Rak +1Top-KTuning

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

    Jul 21, 2026Gioele Nanni, Christopher LeeSymbiotic ParadigmNormalization

  34. Phasor Attention: Mean Root Square Normalization for Phase Manifold Preservation

    Jul 20, 2026Sungwoo Goo, Hwi-yeol Yun, Sangkeun JungBatch NormalizationResidual Connections

  35. Spatial Normalization for Cross-Domain Retinal Layer Segmentation in Optical Coherence Tomography

    Jul 17, 2026Iker Moran-Cavero, Monica Hernandez, Elvira Mayordomo +4Optical Coherence TomographyNormalization

  36. In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention

    Jul 17, 2026Katsuyuki HagiwaraIn-Context LearningRegression

  37. Muse: Representation Geometry of Muon Beyond Normalized Momentum

    Jul 16, 2026Da Chang, Qiankun Shi, Lvgang Zhang +4MuonRepresentation Space

  38. TreeSRNF: Square-Root Normal Fields for Generative Modelling of the Geometric and Structural Variability in Tree-like 3D Objects

    Jul 15, 2026Tahmina Khanam, Hamid Laga, Mohammed Bennamoun +43D GeometryTrees

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

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

  40. 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

  41. What Does Goodness Measure? A Likelihood-Ratio Account of Forward-Forward Learning

    Jul 14, 2026Paolo GiannitrapaniSingle Forward PassBatch Normalization

  42. Same Loss, Same Noise, Opposite Schedules: Noise Structure and Optimizer Normalization Jointly Determine Whether Learning-Rate Cooldown Helps

    Jul 14, 2026Subham Singh, Ashutosh Mishra, Subha RautLearning RatesBatch Normalization

  43. LayerNorm as Implicit Gain Control in Looped Transformers

    Jul 12, 2026Matthias M. M. BuehlmaierBatch NormalizationRecurrent Model

  44. AutoNorm: Understanding Adaptive Normalization in Transformers through Differentiable Gating

    Jul 12, 2026Piyush Kaushik Bhattacharyya, Divyanshu Rai, Swastik Singh +3Batch NormalizationNormalization

  45. Continual Test-Time Adaptation in Computer Vision: Methods, Benchmarks, and Future Directions

    Jul 9, 2026Sarthak Kumar Maharana, Shambhavi Mishra, Yunbei Zhang +6Test-Time AdaptationCross-Domain Shifts

  46. Latency-Constrained DNN Architecture Learning for Edge Systems using Zerorized Batch Normalization

    Jul 8, 2026Shuo Huai, Di Liu, Hao Kong +4Nvidia Jetson Orin NanoLow-Latency Systems

  47. Hyperparameter Transfer in Graph Neural Networks

    Jul 6, 2026Gage DeZoort, Boris HaninGraph Neural NetworksHyperparameter

  48. 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 +2Tweet-Level Stance DetectionNatural Language Processing

  49. HiFA4: Training-Free 4-bit FlashAttention on Ascend HIF4 NPUs for LLM Inference

    Jul 5, 2026Hui Dong, Yanzhao Li, Jie Gao +5LLM Inference EfficiencyMatrix Multiplication

  50. Class-Grouped Normalized Momentum and Faster Hyperparameter Exploration to Tackle Class Imbalance in Federated Learning

    Jul 1, 2026Haemin Park, Diego Klabjan, Martin W. Braun +2Extreme Class ImbalanceClass Imbalance

  51. Group-Equivariant Poincaré Convolutional Networks

    Jul 1, 2026Aiden Durrant, Rahul Baburajan, Georgios LeontidisExact EquivarianceReparameterization

  52. Review Residuals: Update-Conditioned Residual Gating for Transformers

    Jun 30, 2026Kyle KramerResidual ConnectionsBatch Normalization

  53. Intrinsically Stable Spiking Neural Networks: Overcoming the Performance Barrier in the Absence of Batch Normalization

    Jun 30, 2026Ruichen Ma, Xiaoyang Zhang, Jian Bai +5Spiking Neural NetworksNeuromorphic Hardware

  54. 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 +1Cardiac SegmentationCardiac Motion

  55. Accurate Recognition of Pneumonia and COVID-19 by Geometric Shape Normalization of Lung Region using Automatic Landmark Detection and Piecewise Affine Warping

    Jun 29, 2026Salvador E. Ayala-Raggi, Rafael Alejandro Cruz-Ovando, Lauro Reyes-Cocoletzi +1One-Shot Medical Landmark DetectionRespiratory Sound Classification

  56. Preference-ASR: A Preference-Aware Test Set for Benchmarking ASR in the Era of Speech LLMs

    Jun 28, 2026Nithin Rao Koluguri, Sasha Meister, Nikolay Karpov +4Automatic Speech Recognition EvaluationAutomatic Speech Recognition

  57. TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series

    Jun 26, 2026Wenchao Liu, Hongbing Wang, Youji Zhu +2Time Series ForecastingLong-Term

  58. NormAct: A Benchmark for Hidden Social Norm Compliance in Embodied Planning

    Jun 26, 2026Shiyun Zhao, Xinwei Song, Tianyu Guo +7Social NormsMulti-Agent Simulations

  59. NormGuard: Reward-Preserving Norm Constraints in Flow-Matching Reinforcement Learning

    Jun 26, 2026Tianlin Pan, Lianyu Pang, Cheng Da +4Reward GradientsNormalized Momentum

  60. Exact and Deterministic Patch Descriptor Retrieval via Hierarchical Normalization

    Jun 25, 2026Koichi SatoApproximate Nearest-Neighbor SearchVector Database