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10 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Contrastive Attention Mitigates Spectral Bias in Spiking Transformers

    Oct 1, 2026Xiaoli Liu, Malu Zhang, Yang YangSpiking Neural NetworksTransformer Attention

    School of Computer Science and Engineering, University of Electronic Science and Technology of China

  2. MeshOctave generates meshes via cascading resolution transitions

    Sep 30, 2026Junkai Lin, Tianhao Zhao, Hang Long +10Mesh GenerationMeshes

    Huazhong University of Science and Technology · Meshy AI · Independent Researcher +1

  3. Reduce, Then Encode: Multiscale Volumetric Reduction for 2D Foundation Models in Brain MRI

    Sep 28, 2026Dexuan Ding, Yuankai Qi, Bogong Wang +2Functional Magnetic Resonance ImagingMultiscale

    Macquarie University · Australian National University · University of Sydney

  4. Exploiting Target Knowledge from MLLMs for Robust Few-Shot Segmentation

    Sep 24, 2026Yijun Hu, Heng Fan, Libo ZhangFew-Shot SegmentationFeature Pyramid

    UCAS

  5. M-plicits: Neural Implicit Surfaces via Nested Multiscale Residuals

    Sep 23, 2026Vinícius da Silva, Isabelle Melo, Matheus Bessa +8Neural RepresentationsMultiscale

    PUC-Rio · Universidade Federal de Santa Maria · Google DeepMind +2

  6. Tight Regret Bound for Online Inverse Linear Optimization via Multiscale Matrix Weights

    Sep 22, 2026Shinsaku SakaueMultiscale

  7. A Lightweight CNN Integrated Compact Convolutional Transformer for Multi-Scale Feature Learning and reducing computational complexity for breast cancer mammography image detection and classification

    Sep 16, 2026Md Taimur Ahad, Ainuddin AhmedMammographyCnn-Transformer Tradeoff

    Department of Management North South University, Dhaka, Bangladesh

  8. ESAFusion: LiDAR--4-D Radar Fusion via Local Geometric Complementation and Multiscale Adaptive Interaction for 3-D Object Detection

    Sep 13, 2026Gang Ma, Senjie Hu, Junjie Liu +2Adaptive Feature FusionRadar

    School of Future Technology, Shanghai University, Shanghai 200444, China

  9. HypLTSF: A Hyperbolic Geometric View of Multi-Scale Hierarchies for Long-Term Time Series Forecasting

    Sep 8, 2026Namwoo Kim, Hyungryul Baik, Yoonjin YoonMultiscaleHyperbolic Space

    Urban AI Institute, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea · Department of Mathematical Science, KAIST, Daejeon, Republic of Korea · Department of Civil and Environmental Engineering, KAIST, Daejeon, Republic of Korea

  10. Heat Field Signatures: From Point Clouds to Smooth Geometry

    Sep 7, 2026Yuanqing Wang, Yapeng Tian, Baris CoskunuzerPoint CloudsMultiscale

    Dept. of Math. Sciences University of Texas at Dallas Richardson, TX, USA · Dept. of Computer Science University of Texas at Dallas Richardson, TX, USA

  11. A Unified Framework for the Mechanics of Information in Convolutional Neural Network Image Space

    Aug 26, 2026Aryan Shukla, Matthew ToewsConvolutional Neural NetworksMultiscale

    Department of Systems Engineering, ´Ecole de technologie sup´erieure, 1100 R. Notre Dame O., Montr´eal, QC H3C 1K3, Canada

  12. GeoSeg-OV: Bridging Geospatial Gaps with Structural Guidance for Open-Vocabulary Remote Sensing Segmentation

    Aug 11, 2026Ruizhong Liu, Tingzhang Luo, Zaiyan Zhang +4Open-Vocabulary SegmentationRemote Sensing Image Segmentation

    School of Computer Science, China University of Geosciences, Wuhan 430074, Hubei, China · Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou 511453, Guangdong, China · Department of Computer Science, City University of Hong Kong, Hong Kong, China +3

  13. FreSH: Frequency-Segmented Hierarchical Multi-Expert Framework for Multivariate Time Series Classification

    Aug 8, 2026Pingping Liu, Muyao Wang, Zijian Zhang +5Time-Series ClassificationMulti-Scale Convolution

    1Jilin University · 2Hong Kong Polytechnic University · 3Pengcheng Laboratory +1

  14. Stochastic Dynamics on Persistence Diagram Space via Reinforcement Learning

    Aug 6, 2026Farzana NasrinPersistent HomologyStochastic Dynamics

    Department of Mathematics, University of Tennessee, Knoxville, TN -37916, USA

  15. Learning to Tessellate: Point Cloud Generation via Recursive Spectral Partitioning

    Aug 3, 2026Monan Sun, Bangzhen Liu, Huaidong Zhang +1Point CloudsPartitioning

    South China University of Technology, China · University of Chinese Academy of Sciences, China · Singapore Management University, Singapore +1

  16. Agentic Incident Response through Digital Twin-Enhanced Multiscale Planning

    Aug 3, 2026Yiran Gao, Tao Li, Kim HammarIncident ResponseLarge Language Model Planning

    City University of Hong Kong, Hong Kong SAR · Imperial College London, United Kingdom

  17. One Query, Many Scales: Sparse Mixture-of-Experts for Efficient Hierarchical Cross-View Geo-Localization

    Aug 2, 2026Ruijie Fan, Junyan Ye, Qi Zhu +1Cross-View Geo-LocalizationSatellite Imagery

    Tsinghua Shenzhen International Graduate School, Tsinghua University · School of Geospatial Engineering and Science, Sun Yat-sen University

  18. Hash Chemistry: Minimal Models for Evolutionary Growth of Complexity

    Jul 30, 2026Ilya Horiguchi, Hiroki SayamaEvolutionary Optimization MethodsLocality-Sensitive Hashing

    Graduate School of Arts and Sciences, The University of Tokyo, 3-8-1 Komaba, Meguro-ku, Tokyo, 153-8902, Japan. · Binghamton Center of Complex Systems, Binghamton University, State University of New York, Binghamton, NY, 13902, USA. · Systems Engineering, Cornell University, Ithaca, NY, 14850, USA. +1

  19. Multi-Scale Structural Features for Continual, Comprehensible Visual Recognition in a Developmental Learning Framework

    Jul 28, 2026Zeki Doruk ErdenReplay-Based Continual LearningMultiscale

    Sabanci University, Istanbul, Turkey

  20. Balancing multiscale similarity and cartographic constraints: A similarity-driven optimization framework for line generalization

    Jul 28, 2026Pengbo Li, Haowen Yan, Xiaomin Lu +1Multiscale

    Faculty of Geomatics, Lanzhou Jiaotong University, Lanzhou 730070, China · National-Local Joint Engineering Research Center of Technologies and Applications for National Geographic State Monitoring, Lanzhou 730070, China · Key Laboratory of Science and Technology in Surveying & Mapping, Lanzhou 730070, China

  21. A Modern ConvNet for Solar Filament Detection

    Jul 27, 2026J. R. Hu, Q. Hao, Z. Zheng +3PhotovoltaicSemantic Segmentation

    School of Astronomy and Space Science, Nanjing University, Nanjing 210023, China · Key Laboratory of Modern Astronomy and Astrophysics, Ministry of Education, Nanjing 210023, China · Institute of Science and Technology for Deep Space Exploration, Suzhou Campus, Nanjing University, Suzhou 215163, China

  22. Ms. Forcing: Efficient Streaming Video Generation with Multi-Scale Patchification and Attention

    Jul 23, 2026Zekun Li, Xiaoyan Cong, Hongyu Li +5Video Diffusion ModelsMultiscale

    1Brown University · 2Massachusetts Institute of Technology · 3Meta

  23. MIRAGE: Multi-scale Lesion-Informed Representation with Auxiliary Guidance for MRI Contrast Enhancement

    Jul 21, 2026Andrea Borghesi, Xin Wang, Jonas Teuwen +1Adaptive Histogram EqualizationMagnetic Resonance Imaging

    Netherlands Cancer Institute

  24. MDND: Unsupervised Learning Guided by Non-Differentiable Refinement for Shape Correspondence

    Jul 17, 2026Qinsong Li, Jing Meng, Haibo Wang +1Shape CorrespondenceGround-Truth Correspondence

    Big Data Institute, Central South University, Changsha, Hunan 410083, China · School of Mathematics and Statistics, Central South University, Changsha, Hunan 410083, China

  25. Multi-Scale Equilibrium under Variable Indicator Dimensionality: Faithful Reduction of Dynamic Attractors in Urban Mobility Systems

    Jul 16, 2026Ali Ghoroghi, Yacine Rezgui, Afrouz Ghaemi +2Urban MobilityUrban Environments

    School of Engineering, Cardiff University, Cardiff, United Kingdom

  26. Unpaired Joint Distribution Modeling via Multi-Scale Image Representations

    Jul 9, 2026Yihang Zou, Hui Zhang, Zuowei Shen +1MultiscaleRepresentation Learning

    Yau Mathematical Sciences Center and Department of Mathematical Sciences, Tsinghua University, Beijing, China · Qiuzhen College, Tsinghua University, Beijing, China · Department of Mathematics, National University of Singapore, Singapore +1

  27. MSA-DCNN: A Data-Efficient Multi-Scale Deformable CNN for Medical Image Classification

    Jul 7, 2026Hamza Hussaini, Shahana Bano, Eyad Elyan +1Medical Image ClassificationMultiscale

    Robert Gordon University, School of Computing, Engineering and Technology, Aberdeen, Scotland, UK

  28. InfraNet: Quality-Aware RGB Guidance for Efficient Infrared Object Detection

    Jul 4, 2026Zichao Feng, Haodong Zhu, Jingying Yang +8InfraredInfrared Small Target Detection

    Beihang University, Beijing, China · Zhongguancun Academy, Beijing, China · Communication University of China, Beijing, China +1

  29. HistoSeg++: Delving deeper with attention and multiscale feature fusion for biomarker segmentation

    Jul 2, 2026Saad Wazir, Rao Faizan, Daeyoung KimSemi-Supervised Medical Image SegmentationU-Net

    School of Computing, KAIST Daejeon, Republic of Korea · Kyung Hee University (Global Campus) Yongin-si, Republic of Korea

  30. Multi-scale Mixture of World Models for Embodied Agents in Evolving Environments

    Jul 1, 2026Jinwoo Jang, Daniel J. Rho, Sihyung Yoon +2Embodied AgentsWorld Models

    Sungkyunkwan University · Corresponding author

  31. Heterogeneous synaptic motifs bridge microscale structure and macroscale nonlinear dynamics

    Jun 26, 2026Meiyi Zhang, Jinjian Yu, Louis Tao +1Synaptic PlasticityFunctional Connectivity

    Center for Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University, China · Center for Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China · School of Physics, Peking University, China +7

  32. DFM: Difference Feature Modeling with Text-Guided Gated Contrastive Loss for Remote Sensing Image Change Captioning

    Jun 25, 2026Yelin Wang, Zijia Song, Chuanguang Yang +4Remote SensingChange Detection

    ShanghaiTech University · National University of Defense Technology · Institute of Computing Technology, Chinese Academy of Sciences +1

  33. DCSNet: Multiscale Feature Aggregation for Small Medical Object Segmentation with Detection-guided Hierarchical Cropping

    Jun 24, 2026Shanfeng Zhang, Bo Gou, Yue Cao +3Lesion SegmentationSemi-Supervised Medical Image Segmentation

    College of Computer Science, Sichuan University, 610065, Chengdu, China · The First Affiliated Hospital of Chengdu Medical College, School of Clinical Medicine, Chengdu Medical College, 610065, Chengdu, China · School of Artificial Intelligence, Sichuan University, 610065, Chengdu, China

  34. Tensor Train Decomposition-based 3D Implicit Full Waveform Inversion with Multi-scale Structural Similarity

    Jun 22, 2026Liangsheng He, Chao Song, Tiansheng Chen +2WaveletsSubsurface Scattering

    State Key Laboratory of Deep Earth Exploration and Imaging College of GeoExploration Science and Technology, Jilin University Changchun, Jilin, 130021, China · State Key Laboratory of DeepChaoEarthSong Exploration and Imaging College of GeoExploration Science and Technology, Jilin University Changchun, Jilin, 130021, China · Petroleum Exploration and Production Research Institute, Sinopec Beijing, 100083, China

  35. Venice-H1: Failure-Aware Query Re-Ranking with Multi-Scale Grid Signatures for Referring Image Segmentation

    Jun 21, 2026Nicolò SavioliMultiscaleQueries

    OdaxAI Research

  36. SAM3 Self-Distillation for Fine-Grained GOOSE 2D Semantic Segmentation

    Jun 18, 2026Xuesong WangSemantic SegmentationSegment Anything Model

    Wayne State University, Detroit, MI, USA

  37. PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection

    Jun 18, 2026Youji Zhu, Hongbing Wang, Wenchao Liu +2Time-Series Anomaly DetectionTime Series

    School of Mathematical Sciences, Guizhou Normal University, Guiyang 550025, China. · School of Big Data and Computer Science, Guizhou Normal University, Guiyang 550025, China.

  38. Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models

    Jun 16, 2026Ramprasath Ganesaraja, Swathika N, Sahil Dilip PanseCollapseDense Associative Memory

    EdgeVerve Systems Limited

  39. SegDINO: Introducing Multi-Scale Structure into DINO for Efficient Medical Image Segmentation

    Jun 16, 2026Sicheng Yang, Hongqiu Wang, Zhaohu Xing +5Semi-Supervised Medical Image SegmentationDinov3

    The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China · Department of Radiology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, China · Department of Pancreatobiliary Surgery, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China +1

  40. Multimodal and Multiscale Spatial-Temporal Semantic Search and Recommendation with AI Foundation Models

    Jun 15, 2026Yuanyuan Tian, Wenwen Li, Xiao Chen +4GeospatialMultimodal Retrieval

    School of Geographical Sciences and Urban Planning, Arizona State University Tempe, Arizona, USA · Alaska Native Tribal Health Consortium Anchorage, Alaska, USA · Woodwell Climate Research Center Falmouth, Massachusetts, USA +1

  41. Tree-Structured Orthonormal Decomposition of the Aitchison Simplex

    Jun 10, 2026Daisuke Yamada, Qijun Zhang, Travis Pence +3Phylogenetic InferenceSimplex

    University of Wisconsin Madison, Madison WI, USA.

  42. When Do Local Score Models Extrapolate Across Size? A Diagnostic Theory and Benchmark

    Jun 8, 2026Wenjie XiModel SizeExtrapolation

    Department of Physics and HK Institute of Quantum Science & Technology The University of Hong Kong, Pokfulam Road, Hong Kong, China

  43. MS-COOT: Comparing Morse-Smale Complexes with Co-Optimal Transport

    Jun 6, 2026Guangyu Meng, Mingzhe Li, Erin Wolf ChambersMultiscaleDifferentiable Optimal Transport

    Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, Indiana, United States

  44. FMRFusion: Frequency-Aware Multi-View Representation Learning for Heterogeneous Image Fusion

    Jun 6, 2026Tao Zhoua, Yunlong Liu, Qinghui Chen +6Visible Image FusionMulti-View

    Control Science and Engineering, Shandong University, Jinan, 250061, China · Key Laboratory of Machine Intelligence and System Control, Ministry of Education, Jinan, 250061, China · School of Computer Science and Engineering, Macau University of Science and Technology, Macau, 999078, China +1

  45. Frequency-Scale Saliency for Spectral Descriptor Analysis in 3D Shape Retrieval

    Jun 5, 2026Jianru ShenStatistical Shape ModelMultiscale

    University of Montana, Missoula, MT 59812, USA

  46. Discovering Multiscale Deep Formulas in Complex Systems via Neural-Guided Lambda Calculus

    Jun 5, 2026Hanqiao Yu, Shusen Yang, Xuebin Ren +1Model DiscoveryMultiscale

    National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Xi’an, 710049, Shaanxi, China. · School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, 710049, Shaanxi, China. · School of Computer Science and Technology, Faculty of Electronic and Information Engineering, Xi’an Jiaotong University, Xi’an, 710049, Shaanxi, China.

  47. Step-adaptive multimodal fusion network with multi-scale cloud feature learning for ultra-short-term solar irradiance forecasting

    Jun 4, 2026Jingxin Zhang Xiaoqin WangEnergy ForecastingMultiscale

    School of Automation, Southeast University, Nanjing, 210096, China

  48. LEVANTE-bench: Multi-Scale Comparison of VLMs to Children Using Cognitive Tasks (or, "Is Your VLM Smarter Than a 5th Grader?")

    Jun 3, 2026Alvin Wei Ming Tan, David Cardinal, Tania Lorido-Botran +3Vision-Language Foundation ModelsLarge Language Model Benchmarks

    Stanford University

  49. MUSCLE-NET: Predicted-Multiscale-Aware Network for Pedestrian Trajectory Forecasting

    May 30, 2026Yu Liu, Ming Huang, Xiao Ren +3Pedestrian Trajectory PredictionHuman Motion Prediction

    Guangdong Provincial Key Laboratory of Fully Actuated System Control Theory and Technology, School of Automation and Intelligent Manufacturing, Southern University of Science and Technology (SUSTech), Shenzhen 518055, China · Department of Mechanical Engineering, City University of Hong Kong, Hong Kong SAR, China

  50. The Geometry of Activity Cliffs: Representation Dependence and Multi-Scale Characterization of Activity Landscapes

    May 29, 2026Pawel Dabrowski-Tumanski, Bartosz Topolski, Dariusz Plewczynski +1Molecular Representation LearningRidge

    †Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw 00-662, Poland · ¶Ingenix.AI · §Centre of New Technologies, University of Warsaw, Warsaw 02-097, Poland

  51. ConTrans: Learning Text-enhanced Local-global Temporal Representations for Zero-shot Temporal Action Localization

    May 29, 2026Kanchan Keisham, Thenukan Pathmanathan, Thangarajah AkilanTemporal Action LocalizationDual-Branch Temporal Modeling

    Vellore Institute of Technology, India · Lakehead University, Canada

  52. ScaleMAP: Preserving Local Density and Neighborhood Structure in Low-Dimensional Embeddings

    May 28, 2026Rajas Poorna, Marcus T. CiceroneDimensionality ReductionMultiscale

    Georgia Institute of Technology · School of Chemical and Biomolecular Engineering Georgia Institute of Technology · School of Chemistry and Biochemistry Georgia Institute of Technology

  53. MIC: Maximizing Informational Capacity in Adaptive Representations via Isotropic Subspace Alignment

    May 28, 2026Dang Nguyen Hong, Nhi Ngoc-Yen Nguyen, Huy-Hieu PhamSubspaceMultiscale

    Hanoi University of Science and Technology, Hanoi, Vietnam · VinUni-Illinois Smart Health Center, VinUniversity, Hanoi, Vietnam · College of Engineering and Computer Science, VinUniversity, Hanoi, Vietnam +1

  54. Robust Contrastive Graph Clustering with Adaptive Local-Global Integration

    May 27, 2026Lei Zhang, Fubo Sun, Haipeng Yang +2Graph Representation LearningCommunity Detection

    School of Computer Science and Technology, Anhui University · College of Management and Economics, Tianjin University

  55. Machine Learning Multiscale Interactions

    May 25, 2026Àlex Solé, Sergio Suárez-Dou, Albert Mosella-Montoro +4Molecular DynamicsMany-Body Physics

    Image Processing Group – Signal Theory and Communications Department, Universitat Politècnica de Catalunya, Barcelona, Spain. · Inorganic and Organic Chemistry Department and Institute of Theoretical and Computational Chemistry, Universitat de Barcelona, Barcelona, Spain. · Department of Physics and Materials Science, University of Luxembourg, Luxembourg City, Luxembourg.

  56. Courant: a State-Adaptive Perceiver-Based Neural Surrogate with Local Support and Interpretable Field Decomposition

    May 24, 2026Anuj Kumar, Josiah Bjorgaard, Nikolaos Bouklas +2Surrogate ModelsFourier

    Pasteur Labs, NY, NY, USA · Cornell University, Ithaca, NY, USA · Institute for Simulation Intelligence, NY, NY, USA

  57. PeakFocus: Bridging Peak Localization and Intensity Regression via a Unified Multi-Scale Framework for Electricity Load Forecasting

    May 20, 2026Wangzhi Yu, Peng Zhu, Qing Zhao +2Accurate Short-Term Electricity Load ForecastingIntensity

    School of Computer Science and Technology, Tongji University, Shanghai, China · Big Data Center, State Grid Corporation of China, Beijing, China

  58. EchoSR: Efficient Context Harnessing for Lightweight Image Super-Resolution

    May 17, 2026Hanli Zhao, Binhao Wang, Shihao Zhao +3Real-World Image Super-ResolutionMultiscale

    College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou 325000, China · vivo BlueImage Lab, vivo Mobile Communication Co., Ltd, Shanghai 200100, China · College of Engineering and Computer Science, Australian National University, Canberra, Australia +1

  59. Multiscale Supervised Unbalanced Optimal Transport Flow Matching

    May 15, 2026Qiangwei Peng, Lezhi Chen, Peijie ZhouSingle-Cell RnaConditional Flow Matching

    College of Electrical Engineering Sichuan University, Sichuan, China · AI for Science Institute, Beijing, China

  60. Multi-scale Coarse-to-fine Modeling for Test-time Human Motion Control

    May 14, 2026Nhat Le, Daochang Liu, Anh Nguyen +1Human Motion GenerationText-To-Motion Generation

    The University of Western Australia, Crawley WA 6009, Australia · The University of Liverpool, Liverpool L69 3DR, United Kingdom