Cross-Modal Feature Matching

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

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  1. ARCH-B: Architectural Representation, Comprehension and Hierarchy Benchmark

    Sep 28, 2026Kieran Sagar Parikh, Jose Luis Garcia del Castillo y LopezSemantic CorrespondenceCross-Modal Alignment

    Harvard University · Northeastern University

  2. MatcherCompass: A Deployment-Aware Benchmark to Guide Image Matcher Selection in the Wild

    Sep 22, 2026Hyunwoo Kim, Giseop KimImage MatchingCross-Modal Feature Matching

    Department of Robotics and Mechatronics Engineering, DGIST, Daegu, Republic of Korea

  3. Mask 2D-3D: Adaptive Dual-Masked Autoencoder Network for Image-to-Point Cloud Registration

    Sep 16, 2026Zhixin Cheng, Jiacheng Deng, Xiaotian Yin +3Masked AutoencodersPoint Cloud Registration

    School of Computer Science and Technology, Hefei University of Technology, Hefei 230601, China · School of Information Science and Technology, University of Science and Technology of China, Hefei 230027, China · Institute of Advanced Technology, University of Science and Technology of China, Hefei 230027, China

  4. Multimodal Floorplan Encoding: Learning Dense Modality-Invariant Representations

    Sep 14, 2026Xavier Anadón, Rémi Pautrat, Rui WangRepresentation LearningCross-Modal Representation Learning

    University of Zaragoza, Spain · Microsoft, Switzerland

  5. Beyond Ambiguous Visual Cues: Studying Physiological Disruptions and Cross-Modal Inconsistencies in Deepfake Videos

    Sep 14, 2026Chenxi Yang, Yassine Ouzar, Larbi BoubchirRemote PhotoplethysmographyDeepfake Detection

    LIASD Laboratory Shanghai Jiaotong University Shanghai, China · LIASD Laboratory University of Paris 8 Saint-Denis, France

  6. RoMa-ΩΩ: What Feed-Forward 3D Models Know About Image Matching

    Sep 8, 2026David Nordström, Xinyue Zhang, Thibaut Loiseau +2Image Matching3D Representation Learning

    Chalmers University of Technology, Sweden · Mobile Perception Lab, ShanghaiTech University, China · LIGM, Ecole des Ponts, Univ. Gustave Eiffel, CNRS, France

  7. DXPR: Depth-Based Vision-LiDAR Cross-Modal Place Recognition Using Vision Foundation Models

    Sep 8, 2026Yungsoo Han, Youngseok Jang, Seungwon Roh +2LiDAR Place RecognitionVisual Place Recognition

    Department of Aerospace Engineering, Seoul National University, Seoul, Republic of Korea. · InnoCORE AI-Transformed Aerospace Research Center, KAIST, Daejeon, Republic of Korea. · Interdisciplinary Program in Artificial Intelligence, Seoul National University, Seoul, Republic of Korea.

  8. CrossFeat: Bridging Imaging Modalities in Feature Descriptor Space

    Aug 31, 2026Paul Schneider, Nazim HaouchineCross-Modal Representation LearningMultimodal Disentangled Representation Learning

    Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, USA · Technical University of Munich, Munich, Germany

  9. TeaMatch: Teachable Cross-Modal Representation Learning for 2D-3D Matching

    Aug 10, 2026Chongjian Wang, Junjie GaoCross-Modal Representation LearningImage Matching

    Shandong Women’s University · Jinan, China · Shandong University of Science and Technology +1

  10. SLAP: Selective Local Vision-Language Alignment for Fish Re-Identification via Partial Optimal Transport

    Aug 9, 2026Cigdem Beyan, Tonje Knutsen Sordalen, Kim Tallaksen HalvorsenInverse Optimal TransportAnimal Re-Identification

    Department of Computer Science, University of Verona, 37134 Verona, Italy · Institute of Marine Research, Nye Flødevigveien 20, 4817 His, Norway · University of Agder, Centre for Coastal Research, 4604 Grimstad, Norway

  11. Face and Voice Cross-modal Association with Learning Convex Feature Embedding

    Jul 30, 2026Taewan Kim, Jiwoo KangCross-Modal Feature Matching

    1Data Science Major, Dongduk Women’s University, Seoul, 02748, South Korea. · 2*Division of Artificial Intelligence Engineering, Sookmyung Women’s University, Seoul, 04310, South Korea.

  12. XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection

    Jul 26, 2026Mingxiu Cai, Zhe Zhang, Gaochang Wu +1Industrial Anomaly DetectionAnomaly Localization

    State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China

  13. Cross-Coordinate Correspondence Pruning for Image-to-Point Cloud Registration

    Jul 19, 2026Xin Liu, Rong Qin, Huipeng Lin +5Point Cloud RegistrationCross-Modal Feature Matching

    VCIP & TMCC & DISSec, College of Computer Science, Nankai University, Tianjin, China. · AutoCity (Shenzhen) Autonomous Driving Co., Ltd, Shenzhen, China. · School of Intelligent Science and Technology, University of Science and Technology Beijing, Beijing, China. +4

  14. SUFLECA: Scaling Up Feature Learning for CAD-to-image Alignment

    Jul 16, 2026Saad Ejaz, Miguel Fernandez-Cortizas, Javier Civera +2Object Pose EstimationGeometric Representation Learning

    Automation and Robotics Research Group, Interdisciplinary Centre for Security, Reliability, and Trust (SnT), University of Luxembourg, Luxembourg · I3A, Universidad de Zaragoza

  15. Label-Free Target-Domain Adaptation for Unconstrained Event-Image Feature Matching via Dual-Stage Distillation

    Jul 11, 2026Zhonghua Yi, Hao Shi, Qi Jiang +3Event-Based VisionCross-Modal Knowledge Distillation

    Zhejiang University · Ant Group · National University of Defense Technology +1

  16. PLGSA-Transformer: Periocular Landmark-Guided Attention with Occlusion-Adaptive Cosine Thresholding for Cross-Modal Masked and Unmasked Face Recognition

    Jul 3, 2026Dana A AbdullahCross-Modal Feature MatchingFace Recognition

    Faculty of Engineering and Computer Science, Qaiwan International University, Sulaymaniyah, KRG, Iraq. · Department of Information and Communication Technology Center (ICTC)-System Information, Ministry of Higher Education and Scientific Research.

  17. DetailAnywhere: Fashion Detail Generation via Cross-Modal Feature Alignment Distillation

    Jul 2, 2026Zijun Li, Yimin Zhou, Jia Sun +12Diffusion Model DistillationConditional Image Generation

    1Kuaishou Technology · 2AIM for Health Lab, Monash University

  18. Cross4D-JEPA: Dense Cross-modal Correspondence Distillation for 4D Point Cloud Representation Learning

    Jul 1, 2026Trung Thanh Nguyen, Hai Nguyen-Truong, Tu Vo +2Cross-Modal Knowledge DistillationPoint Cloud Learning

    Nagoya University, Japan · Northeastern University, USA · KC Machine Learning Lab, Korea +2

  19. AnyMatch: Supercharging Universal Multi-Modal Image Matching with Large-Scale Single-View Images

    Jun 30, 2026Meng Yang, Zizhuo Li, Linfeng Tang +2Synthetic Data AugmentationCross-Modal Feature Matching

    Electronic Information School1, Wuhan University, Wuhan 430072, China · School of Robotics, Wuhan University2, Wuhan 430072, China

  20. Clinical Risk-Aware Multi-Level Grading for Coronary Artery Stenosis through Curved Feature Reconstruction

    Jun 29, 2026Shishuang Zhao, Hongtai Li, Junjie Hou +13D Medical ImagingCross-Modal Feature Matching

    Yizhun Medical AI Co., Ltd · The First Hospital of China Medical University

  21. Cross-Spectral Stereo Inertial Odometry

    Jun 29, 2026Seungsang Yun, Hyunsoo Jang, Tai Hyoung Rhee +3Visual-Inertial OdometryCross-Modal Feature Matching

    Dept. of Mechanical Engineering, Seoul National University (SNU), Seoul, S. Korea

  22. CMDS-AD: Cross-Modal Dual-Stream Decoupling for Few-Shot Anomaly Detection

    Jun 18, 2026Junhao Cai, Junyu Chen, Deyu Zeng +4Few-Shot Anomaly DetectionMultimodal Anomaly Detection

    Shenzhen University, Shenzhen, Guangdong 518060, China · Guangzhou Maritime University, Guangzhou, Guangdong 510725, China · Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong 511453, China

  23. G2IA: Geometry-Guided Instance-Aware Retrieval and Refinement for Cross-Modal Place Recognition

    Jun 13, 2026Xianyun Jiao, Jingyi Xu, Zhongmiao Yan +2LiDAR Place RecognitionVisual Place Recognition

    Shanghai Jiao Tong University · National University of Defense Technology

  24. FIGMA: Towards FIne-Grained Music retrievAl

    Jun 4, 2026Nishit Anand, Ashish Seth, Sreyan Ghosh +2Audio UnderstandingAudio-Text Retrieval

    University of Maryland, College Park, USA

  25. Geometry-Preserving Unsupervised Alignment for Heterogeneous Foundation Models

    Jun 3, 2026Shuwen Yu, Zhanxuan Hu, Yi Zhao +2Cross-Modal Representation LearningVision Foundation Model Adaptation

    Yunnan Normal University, Kunming, China · Kunming University of Science and Technology, Kunming, China

  26. Cross-Modality Feature Fusion Based on Structured State Space Duality for Multimodal Image Registration Network

    Jun 2, 2026Zhikang Li, Yan Wu, Xin Hu +2Multi-Scale Feature FusionCross-Modal Feature Matching

    Remote Sensing Image Processing and Fusion Group, School of Electronic Engineering, Xidian University, Xi’an 710071, China · National Key Laboratory of Radar Signal Processing, Xidian University, Xi’an 710071, China

  27. Best Segmentation Buddies for Image-Shape Correspondence

    May 18, 2026Itai Lang, Dongwei Lyu, Dale Decatur +13D Semantic SegmentationCross-Modal Feature Matching

    University of Chicago

  28. Mind the Gap: Learning Modality-Agnostic Representations with a Cross-Modality UNet

    May 16, 2026Xin Niu, Enyi Li, Jinchao Liu +3Cross-Modal LearningCross-Modal Representation Learning

    Tianjin Key Laboratory of Intelligent Robotics, College of Artificial Intelligence, Nankai University, China, and also with Engineering Research Center of Trusted Behavior Intelligence, Ministry of Education, Nankai University, China. · VisionMetric Ltd, Canterbury, Kent, UK. · Department of Computer Science, Haifa University, Israel.

  29. Learning Relative Representations for Fine-Grained Multimodal Alignment with Limited Data

    May 16, 2026Shiwon Kim, Yu Rang ParkCross-Modal LearningRepresentation Learning

    Yonsei University

  30. VoxCor: Training-Free Volumetric Features for Multimodal Voxel Correspondence

    May 13, 2026Guney Tombak, Ertunc Erdil, Ender KonukogluMedical Imaging Foundation ModelsCross-Modal Representation Learning

    Biomedical Image Computing Group, ETH Zurich, Zurich, Switzerland · The LOOP Zurich – Medical Research Center, Zurich, Switzerland

  31. TAR: Text Semantic Assisted Cross-modal Image Registration Framework for Optical and SAR Images

    May 12, 2026Zhuoyu Cai, Dou Quan, Ning Huyan +3Remote SensingSynthetic Aperture Radar

    Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, School of Artificial Intelligence, Xidian University, Xi’an 710071, China

  32. Zero-Shot Chinese Character Recognition via Global-Local Dual-Branch Alignment and Hierarchical Inference

    May 9, 2026Wei Cao, Hao Xu, Xiaolei DiaoZero-Shot LearningEfficient VLM Inference

    1Jilin University, China · University College London, UK

  33. FS-I2P:A Hierarchical Focus-Sweep Registration Network with Dynamically Allocated Depth

    May 8, 2026Zhixin Cheng, Yujia Chen, Xujing Tao +4Cross-Modal AttentionPoint Cloud Registration

    School of Information Science and Technology, University of Science and Technology of China · School of Computer Science and Information Engineering, Hefei University of Technology · National Key Laboratory of Deep Space Exploration, Deep Space Exploration Laboratory +1

  34. Angle-I2P: Angle-Consistent-Aware Hierarchical Attention for Cross-Modality Outlier Rejection

    May 6, 2026Muyao Peng, Shun Zou, Pei An +2Point Cloud RegistrationCross-Modal Feature Matching

    School of Electronic Information and Communications, Huazhong University of Science and Technology

  35. UniCorrn: Unified Correspondence Transformer Across 2D and 3D

    May 5, 2026Prajnan Goswami, Tianye Ding, Feng Liu +1Image MatchingPoint Cloud Registration

    Northeastern University · Adobe Research

  36. REALM: An RGB- and Event-Aligned Latent Manifold for Cross-Modal Perception

    Apr 30, 2026Vincenzo Polizzi, David B. Lindell, Jonathan KellyCross-Modal LearningEvent-Based Vision

    University of Toronto, Robotics Institute · University of Toronto, Department of Computer Science

  37. COMPASS: COmpact Multi-channel Prior-map And Scene Signature for Floor-Plan-Based Visual Localization

    Apr 28, 2026Muhammad Shaheer, Miguel Fernandez-Cortizas, Asier Bikandi-Noya +2Floor-Plan-Based Visual LocalizationCross-Modal Feature Matching

  38. C-GenReg: Training-Free 3D Point Cloud Registration by Multi-View-Consistent Geometry-to-Image Generation with Probabilistic Modalities Fusion

    Apr 17, 2026Yuval Haitman, Amit Efraim, Joseph M. FrancosPoint Cloud RegistrationCross-Modal Feature Matching

    Ben-Gurion University, Beer-Sheva, Israel

  39. Sketch and Text Synergy: Fusing Structural Contours and Descriptive Attributes for Fine-Grained Image Retrieval

    Apr 17, 2026Siyuan Wang, Hanchen Gao, Guangming Zhu +5Cross-Modal Representation LearningFine-Grained Image Retrieval

    Xidian University · First Aircraft Design Institute

  40. Beyond Visual Cues: Semantic-Driven Token Filtering and Expert Routing for Anytime Person ReID

    Apr 16, 2026Jiaxuan Li, Xin Wen, Zhihang LiCross-Modal Feature MatchingPerson Re-Identification

    Tsinghua University · Independent Researcher · University of Chinese Academy of Sciences

  41. SEPS: Semantic-enhanced Patch Slimming Framework for fine-grained cross-modal alignment

    Nov 3, 2025Xinyu Mao, Junsi Li, Haoji Zhang +2Cross-Modal AlignmentCross-Modal Feature Matching

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