Smoothing

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11 papers in the last four weeks, up 267% on the four weeks before. 0.1% of all new papers.

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  1. SmoothOperator: Enhancing Representations for Fine-grained Open-set Recognition via Modulated Label Smoothing

    Oct 1, 2026Thiru Thillai Nadarasar Bahavan, Yu Xia, Sachith Seneviratne +1Open-Set RecognitionSmoothing

    The University of Melbourne Parkville, VIC, Australia

  2. Pitch Smoothing Using Relative Interval Networks

    Sep 30, 2026Chin-Yun Yu, Chi-Jen Peng, Li Su +1SmoothingVariational

    Centre for Digital Music, Queen Mary University of London, UK · Department of Information Management, National Taiwan University, Taiwan · Institute of Information Science, Academia Sinica, Taiwan

  3. The Geometry of Randomized Smoothing on Feasible Sets

    Sep 30, 2026Syed Izhan Khilji, Alireza Furutanpey, Schahram DustdarSmoothingConditional Distribution

    Technische Universität Wien · NeverBlink · Technische Universität Wien Universitat Pompeu Fabra

  4. Predictive Dual Smoothing for Column Generation

    Sep 28, 2026Senne Berden, Noah Schutte, Andrea Lodi +1Linear ProgrammingSmoothing

    KU Leuven · TU Delft · Cornell Tech

  5. Psychoacoustically Aligned Latent Smoothing for Adversarial Robustness of Full-Duplex Speech-to-Speech Dialogue Models

    Sep 23, 2026Kian Shamsaie, Iman ModarressiFull-Duplex Speech ModelsHijacking

    People Make Things

  6. Full-Covariance Smoothing of Bayesian Neural Networks for Online Adaptation

    Sep 23, 2026Oren Wright, Haoming Jing, Qiaoan Shen +3Bayesian Neural NetworksSmoothing

    Department of Electrical and Computer Engineering, Carnegie Mellon University · Software Engineering Institute, Carnegie Mellon University · Fujitsu Research of America

  7. PR-Smoother: Simulator-Preserving Non-Gaussian Smoothing for Data Assimilation

    Sep 22, 2026Yuta TarumiData AssimilationSmoothing

    iTHEMS RIKEN Kobe, Japan

  8. Prediction-Powered Smoothing and Validation for Disaggregated AI Evaluation

    Sep 17, 2026Sho Kawano, Zehang Richard Li, Paul A. ParkerArtificial Intelligence EvaluationConfidence Intervals

    Department of Statistics, University of California, Santa Cruz, CA, USA

  9. VC-Attention: Value Smoothing and Softmax Casting for Low-bit Attention

    Sep 14, 2026Xingyang Li, Dongyun Zou, Shining Zhang +8Linear AttentionVideo Generation

    2MIT · 1Nunchux AI · 3CMU +3

  10. Unlabeled Echoes: Pseudo-Labels and Genus-Aware Smoothing for Bat Call Recognition

    Sep 14, 2026Frank Fundel, Alexandra HowardPassive Acoustic MonitoringHigh Confidence Pseudo-Labels

    Ludwig-Maximilians-Universität München, Germany · University of the Free State, Department of Zoology and Entomology, Qwaqwa Campus, South Africa

  11. Structured Extrema Errors in Classical Surrogates for Viscous Burgers: A Physics-Consistent Interpretation

    Sep 7, 2026Youssef OubariSurrogate ModelsOne-Dimensional Viscous Burgers Equation

    IMT Atlantique, France

  12. Clustered Randomized Smoothing for Stochastic Prediction Functions

    Aug 12, 2026Eduardo Figueiredo, Frederik Mathiesen, Julian Schumann +3SmoothingStochastic

    Delft Center for Systems and Control, Delft University of Technology · Cognitive Robotics, Delft University of Technology · University of Stuttgart +1

  13. Hierarchical Empirical-Bayes Naive Bayes: Minimax Smoothing and Calibration with AODE Extension

    Aug 11, 2026Nguyen Thai Anh, Truong Viet Vu, Tran Thien Thanh +2Empirical BayesProbability

    Faculty of Information Technology, Van Lang School of Technology, Van Lang University, Ho Chi Minh City, 70000, Vietnam · Institute of Information Technology and Electrical-Electronics Engineering, Ho Chi Minh City University of Transport, Ho Chi Minh City, 700000, Vietnam

  14. LEED: Local Embedding Evolution Distance for over-smoothing estimation and virtual node selection in GNN

    Aug 10, 2026Killian Cressant, Pedro B. VellosoGraph Neural NetworksMultiple Centrality Measures

    CEDRIC Lab, Conservatoire National des Arts et M´etiers (Cnam), 75003 Paris, France

  15. Staying True to the Origin: Continuous Image Stylization with Smooth Transitions

    Aug 8, 2026Rui Xu, Hanmo Zhang, Songhua LiuStylizationDiffusion-Based Image Editing

    Shanghai Jiao Tong University

  16. Learning to Predict Contact Force Distributions from Vision Leveraging Object Geometry Priors

    Aug 1, 2026Ryo Hanai, Yukiyasu Domaea, Ixchel G. Ramirez-Alpizar +3ForceRigid-Body Dynamics

    Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology (AIST), Tokyo, Japan · Intelligent Systems Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tokyo, Japan · Institute of AI and Robotics, Graduate School of Fundamental Science and Engineering, Waseda University, Tokyo, Japan

  17. Persistent Gaussian Perturbations Prevent Oversmoothing in Recurrent Graph Neural Networks

    Jul 30, 2026Mostafa Haghir ChehreghaniGraph Neural NetworksRecurrent Neural Networks

    Department of Computer Engineering Amirkabir University of Technology (Tehran Polytechnic) Tehran, Iran

  18. Eviction as Estimation: A Fixed-Lag Smoothing View of Test-Time Memory, and When Measuring Beats Accumulating

    Jul 27, 2026Maruthi Vemula, Neeraj Praneeth GajulaWorking MemoryEviction

    University of North Carolina at Chapel Hill · New York University

  19. Local Stability and Gaussian Smoothing of Quantized Neural Networks

    Jul 22, 2026Sergey Salishev, Anton Makarov, Oleg GranichinSmoothingNeural Network

    St. Petersburg State University, 199034, Saint Petersburg, Russia

  20. CAMMAR: Culture-Aware Matryoshka for Metaphorical Arabic Representations

    Jul 17, 2026Suzan Awinat, Alfonso Ortega del PuenteMetaphorsArabic

    Department of Computer Engineering Autonomous University of Madrid (UAM) School of Science and Technology IE University Madrid, Spain · Department of Computer Science Oviedo University Asturias, Spain

  21. Traffic-Aware Randomized Smoothing for LLM-Based Network Intrusion Detection

    Jul 15, 2026Zhenpeng LiIntrusion DetectionSmoothing

  22. Adaptive MPPI with Online Disturbance Covariance Estimation: Provable Stability Tightening via Spatial Smoothing

    Jul 9, 2026Hyung-Jin Yoon, Hunmin KimModel Predictive Path IntegralState Estimation

    Department of Mechanical and Nuclear Engineering, Tennessee Technological University, Cookeville, TN, USA

  23. Higher-Order Certified Robustness for Regression

    Jul 6, 2026Jie Zhang, Natalie FrankSmoothing

    University of Washington, USA

  24. Boundary-layer asymptotics for Gaussian-smoothed singular measures

    Jul 5, 2026Nicolas Brosse, Arnak S. DalalyanFinite Time AnalysisSmoothing

    CREST, ENSAE Paris, Institut Polytechnique de Paris · Mohamed bin Zayed University of Artificial Intelligence

  25. Integrated Graph Search and Model Predictive Control for Smooth and Efficient Path Planning in Autonomous Vehicles

    Jul 5, 2026Duc-Tien Bui, Ngoc Thinh Nguyen, Hung Duy Nguyen +3Path PlanningVehicle Dynamics

    Institute of Automotive Engineering, Graz University of Technology, 8010 Graz, Austria · Drone Engineering, University of Applied Science Kufstein Tirol, Austria · Automation and Control Institute (ACIN), Vienna University of Technology, Austria

  26. Smooth %\%MinMax: A Differentiable Relaxation for Codon Harmonization

    Jul 4, 2026Yoonho Jeong, Hyunwoo Choi, Ryan Fernandez Medina Hariri +3Feature AlignmentFlat Minima

    Department of Chemistry, KAIST, Daejeon 34141, Korea. · School of Chemistry and Chemical Engineering, Highfield Campus, University of Southampton, Southampton SO17 1BJ, United Kingdom.

  27. Loss Smoothing for Stable Adaptation Under Distribution Shift

    Jul 1, 2026Darshan Patil, Ekaterina Lobacheva, Razvan Pascanu +1Parameter-Efficient AdaptationSmoothing

    Chandar Research Lab · Mila – Quebec AI Institute · Université de Montréal +2

  28. FedLAS: Feature-Modulated Bidirectional Label Smoothing for Neural Network Calibration

    Jun 26, 2026Thiru Thillai Nadarasar Bahavan, Sachith Seneviratne, Saman HalgamugeLoss FunctionConfidence Estimation

    The University of Melbourne, Parkville, Australia

  29. Halt Fast! Early Stopping for Certified Robustness

    Jun 26, 2026Andrew C. Cullen, Paul Montague, Benjamin I. P. RubinsteinRobustness VerificationSmoothing

    University of Melbourne · DST Group, Adelaide

  30. Noise-Aware Boundary-Enhanced Generative Learning for Ultrasound Speckle Reduction

    Jun 23, 2026Yuexi Gu, Mengqi Wu, Yongheng Sun +3SpeckleUltrasound

    Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA · Lampe Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.

  31. BLENDS: Bayesian Learning-Enhanced Deep Smoothing for GNSS-Denied Environments

    Jun 21, 2026Nadav Cohen, Itzik KleinGlobal Navigation Satellite SystemSmoothing

    The Hatter Department of Marine Technologies University of Haifa Haifa, Israel

  32. LAGO Policy: Latency-Aware Asynchronous Diffusion Policies with Goal-Directed Collision-Free Planning for Smooth Manipulation

    Jun 16, 2026Guowei Shi, Xupeng Xie, Yiming Luo +3Visuomotor PolicyCollision-Free Trajectories

    The Hong Kong University of Science and Technology (Guangzhou) · International Digital Economy Academy · Southern University of Science and Technology +1

  33. Smoothing Dark Areas in Molecular Latent Diffusion

    Jun 11, 2026Xi Wang, Jiahan Li, Yuxuan Xia +3Molecular GenerationStar-Vae

    New York University · Stanford University

  34. Redesigning Regularization for Effective Policy Smoothing

    Jun 11, 2026Taisuke Kobayashi, Naoto YamanakaSmoothingPolicy Gradient

    National Institute of Informatics (NII) and with The Graduate University for Advanced Studies (SOKENDAI), 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo, 101-8430, Japan

  35. Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting

    Jun 9, 2026Xingyu Zhang, Jingyao Wang, Xin Yu +4Smoothing

    University of Chinese Academy of Sciences · Institute of Software, Chinese Academy of Sciences

  36. SAILS: Surrogate-based Analysis of Interactions via Local Effect Smooths

    Jun 8, 2026Timo Heiß, Julia Herbinger, Bernd Bischl +1Interaction DataGeneralized Linear Model

    Department of Statistics, LMU Munich, Munich, Germany · Leibniz Institute for Prevention Research and Epidemiology, Bremen, Germany · Munich Center for Machine Learning (MCML), Munich, Germany

  37. 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.

  38. RRISE: Robust Radius Inference via a Surrogate Estimator

    Jun 1, 2026Jong-Ik Park, Shreyas Chaudhari, Carlee Joe-Wong +1SmoothingMachine Learning Surrogates

    Carnegie Mellon University

  39. Near-Optimal Machine Unlearning Utility for Smooth Strongly Convex Losses

    Jun 1, 2026Matthew Regehr, Gautam Kamath, Andrew LowyMachine UnlearningExact Unlearning

    University of Waterloo · University of Waterloo and Vector Institute · CISPA Helmholtz Center for Information Security

  40. Cert-LAS: Toward Certified Model Ownership Verification for Text-to-Image Diffusion Models via Layer-Adaptive Smoothing

    May 28, 2026Leyi Qi, Yiming Li, Siyuan Liang +2Dataset Ownership VerificationText-To-Image Diffusion Models

    Generative AI Lab, College of Computing and Data Science, Nanyang Technological University, Singapore · Department of Computer Science and Engineering, Texas A&M University, USA

  41. FedSmoothLoRA: Toward Smoother and Faster Convergence in Federated Low-Rank Adaptation

    May 28, 2026Zehao Wang, Guanglei Yang, Yihan Zeng +4Multi-LoraSmoothing

    1Harbin Institute of Technology · 2Huawei Noah’s Ark Lab · University College Dublin

  42. Natural Functional Gradients for Smooth Trajectory Optimization

    May 27, 2026Kisang Park, Chanwoo Kim, Kyungjae Lee +1Robotic ManipulationSmoothing

    Department of Artificial Intelligence, Korea University, Seoul, Republic of Korea · Department of Statistics, Korea University, Seoul, Republic of Korea · 3RLWRLD, Seoul, Republic of Korea

  43. Probabilistic Smoothing with Ratio-Monotone Transforms for Global Optimization

    May 26, 2026Kukyoung Jang, Taehyun Cho, Junrui Zhang +2SmoothingKernel Method

    Department of Statistics, Seoul, Korea University · Department of Electrical and Computer Engineering, Seoul, Seoul National University · Shandong University at Weihai, Weihai, China.

  44. Dreaming Smoothly and Sample Efficiently with Gradient Penalized Latent Dynamics

    May 21, 2026Romil V. Sonigra, P. R. KumarLatent DynamicsLatent World Models

    Texas A&M University · Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843

  45. Global Convergence of Sampling-Based Nonconvex Optimization through Diffusion-Style Smoothing

    May 15, 2026Zeji Yi, Chaoyi Pan, Guanya Shi +1Stochastic Convex OptimizationConvergence

    Carnegie Mellon University

  46. GOMA: Toward Structure-Driven Multimodal Alignment from a Graph Signal Smoothing Perspective

    May 15, 2026Xu Wang, Xunkai Li, Yinlin Zhu +2Multimodal AlignmentUnimodal Encoders

    School of Airspace Science and Engineering, Shandong University, WeiHai, China · Department of Computer Science, Beijing Institute of Technology, Beijing, China · School of Computer Science and Engineering, Sun Yat-sen University, GuangZhou, China

  47. Semantic Smoothing via Novel View Synthesis for Robust SAR Image Classification

    May 15, 2026Daniel Brignac, Fengwei Tian, Banafsheh Latibari +2Synthetic Aperture RadarSmoothing

    The University of Arizona Tucson, Arizona, United States

  48. Training-Free Generative Sampling via Moment-Matched Score Smoothing

    May 14, 2026Zhenyu Yao, Daniel PaulinScore-Based Diffusion ModelDiffusion Models

    College of Computing and Data Science Nanyang Technological University

  49. Support-Conditioned Flow Matching Is Kernel Smoothing

    May 13, 2026Daniel Matsui SmolaKernel MethodConditional Flow Matching

    Department of Computer Science University of Washington Seattle, WA

  50. Certified Robustness under Heterogeneous Perturbations via Hybrid Randomized Smoothing

    May 13, 2026Blaise Delattre, Hengyu Wu, Paul Caillon +2SmoothingRobustness Verification

    Department of Computer Science, School of Computing, Institute of Science Tokyo, Tokyo, Japan · PSL University, Paris, France · College of Computing and Data Science, Nanyang Technological University, Singapore

  51. Stable and Near-Reversible Diffusion ODE Solvers for Image Editing

    May 12, 2026Barbora Barancikova, Daniil Shmelev, Cristopher SalviDiffusion-Based Image EditingDiffusion Inversion

    Department of Computing, Imperial College London, London, United Kingdom · Department of Mathematics, Imperial College London, London, United Kingdom

  52. Guaranteed Jailbreaking Defense via Disrupt-and-Rectify Smoothing

    May 11, 2026Zheng Lin, Zhenxing Niu, Haoxuan Ji +1Large Language Model JailbreaksJailbreak Attacks

    Xidian University · Xi’an Jiaotong University

  53. Rethinking Random Transformers as Adaptive Sequence Smoothers for Sleep Staging

    May 11, 2026Guisong Liu, Xin Gao, Martin Dresler +2SleepSpatio-Temporal Transformers

    School of Biological Science and Medical Engineering Southeast University Nanjing, China · University of Bath Bath, England · Donders Institute for Brain, Cognition and Behaviour Radboud University Medical Center Nijmegen, The Netherlands +1

  54. ReST-KV: Robust KV Cache Eviction with Layer-wise Output Reconstruction and Spatial-Temporal Smoothing

    May 9, 2026Yongqi An, Chang Lu, Kuan Zhu +5Key-Value Cache EvictionEfficient Long-Context Inference

    Foundation Model Research Center, Institute of Automation, Chinese Academy of Sciences, Beijing, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China · University of Electronic Science and Technology of China, Chengdu, China +2

  55. Sink vs. diagonal patterns as mechanisms for attention switch and oversmoothing prevention

    May 8, 2026Peter Súkeník, Cristina López Amado, Christoph H. Lampert +1Smoothing

    Institute of Science and Technology (ISTA) Austria

  56. Improved Model-based Reinforcement Learning with Smooth Kernels

    May 8, 2026Kun Long, Yuqiang Li, Xianyi WuModel-Based Reinforcement LearningOffline Reinforcement Learning

    School of Statistics, KLATASDS-MOE, East China Normal University, North Zhongshan Road, Shanghai, 200062, PR China.

  57. ConquerNet: Convolution-Smoothed Quantile ReLU Neural Networks with Minimax Guarantees

    May 7, 2026Tianpai Luo, Fangwei Wu, Weichi WuMulti-Quantile RegressionRectified Linear Unit Networks

    Department of Statistics and Data Science Tsinghua University Beijing, 100084, China

  58. Soft Deterministic Policy Gradient with Gaussian Smoothing

    May 7, 2026Hyunjun Na, Donghwan LeePolicy GradientValue Functions

    School of Electrical Engineering, KAIST 291 Daehak-ro, Yuseong-gu, Daejeon 34141, Korea

  59. A Robust Out-of-Distribution Detection Framework via Synergistic Smoothing

    May 5, 2026Maria Stoica, Abdelrahman Hekal, Alessio LomuscioOut-Of-Distribution DetectionSmoothing

    Imperial College London · Zeroth Research

  60. Graph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey

    May 1, 2026Hugo Attali, Nathalie Pernelle, Davide Buscaldi +1Graph Neural NetworksInhomogeneous Random Graphs

    Universit´e Sorbonne Paris Nord, CNRS, LIPN · Universit´e Paris-Saclay, CentraleSup´elec, Inria