Panoptic Segmentation

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5 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Every View Counts: View-Consistent Panoptic Quality for Multi-view Panoptic Segmentation

    Oct 5, 2026Youngmin Lee, Byungha Ko, Guhnoo Yun +1Multi-View ConsistencyPanoptic Segmentation

    Korea University · Korea Institute of Science and Technology

  2. MC-PanDA++: Simpler, Stronger, and More Robust Domain-Adaptive Panoptic Segmentation

    Sep 30, 2026Ivan Martinović, Josip Šarić, Yuki M. Asano +1Panoptic SegmentationUnsupervised Domain Adaptation

    Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, 10000 Zagreb, Croatia. · Faculty of Computer and Information Science, University of Ljubljana, Večna Pot 113, 1000 Ljubljana, Slovenia. · Fundamental AI Lab, University of Technology Nuremberg, Dr.-Luise-Herzberg-Straße, 90461 Nürnberg, Germany.

  3. Hard-Region Supervision: #1 on the Waymo Open Dataset 2D Video Panoptic Segmentation Leaderboard

    Sep 30, 2026Jinghan YangPanoptic SegmentationVideo Object Segmentation

  4. ProGuT: Label-Efficient Panoptic Segmentation for Forest Scenes

    Sep 29, 2026Pankaj Deoli, Karsten BernsImage SegmentationPanoptic Segmentation

    Robotics Research Lab, RPTU Kaiserslautern-Landau Gottlieb-Daimler-Str. 48, 67663 Kaiserslautern, Germany

  5. PANORAMA: Panoptic Grounded Captioning via Mask Proposal Selection

    Sep 16, 2026Sara Pieri, Evangelos Kazakos, Shizhe Chen +2Image CaptioningPanoptic Segmentation

    Inria, École normale supérieure, CNRS, PSL Research University · Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University in Prague

  6. CoralscapesV2: Panoptic and Fine-Grained Visual Scene Understanding in Coral Reefs

    Sep 14, 2026Jonathan Sauder, Thomas Ruckli, Gabrielė Strodomskytė +17Panoptic SegmentationInstance Segmentation

    MIT · EPFL · University of Djibouti +7

  7. PolarSym: Polar Geometry-aware Attention for CAD Floorplan Parsing

    Aug 12, 2026Kerui Chen, Yiqing Wang, Kangzhou Xin +2Panoptic SegmentationTransformer Attention

    School of Computer and Information Engineering, Henan University of Economics and Law, Zhengzhou, China · Third Dimension (Henan) Software Technology, Zhengzhou, China

  8. Learning from Multimodal Pseudo-Labels for Robust Open-Vocabulary Instance and Panoptic Segmentation

    Aug 12, 2026Duy Tran Thanh, Yeejin Lee, Byeongkeun KangPanoptic SegmentationInstance Segmentation

    Department of Electronic Engineering, Seoul National University of Science and Technology, 232 Gongneung-ro, Nowon-gu, Seoul, 01811, South Korea · Department of Electrical and Information Engineering, Seoul National University of Science and Technology, 232 Gongneung-ro, Nowon-gu, Seoul, 01811, South Korea · School of Electrical and Electronics Engineering, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, Seoul, 06974, South Korea

  9. iFAN: Inference-Aware Learning for Plain Mask Transformers

    Aug 4, 2026Fang Li, Yu He, Haoyang Tong +7Panoptic SegmentationInstance Segmentation

    University of Chinese Academy of Sciences · Xi’an Jiaotong University · Beijing Institute of Technology

  10. PhenoStitch: Training-Free Panoptic Crop Mapping from Satellite Image Time Series

    Aug 1, 2026Xuechen LiPanoptic SegmentationAgricultural Remote Sensing

    University of Minnesota Minneapolis, MN, USA

  11. SAFViT: Spatial Attention Fusion Gating for Vision Transformer-Based Nucleus Segmentation and Classification

    Jul 30, 2026Harshit Mittal, Arash RabbaniPanoptic SegmentationHistopathology Image Segmentation

  12. DVPSFormer: Efficient Online Depth-aware Video Panoptic Segmentation for Autonomous Driving

    Jul 28, 2026Yung-Hsu Yang, Luigi Piccinelli, Siyuan Li +8Panoptic SegmentationMetric Depth Estimation

    1ETH Zürich · 2INSAIT, Sofia University · University of Bonn +1

  13. Extending a Large View Synthesis Model for Multi-view Panoptic Segmentation

    Jul 22, 2026Kwonyoung Ryu, In-Jae Lee, Jonghyun Jin +3Panoptic SegmentationMulti-View Learning

    POSTECH · Seoul National University · POSCO DX +1

  14. Occlusion-Aware Panoptic Segmentation with Joint Position Embedding and Occlusion-Level Attention

    Jul 20, 2026Wenbo Wei, Jun Wang, Shan Raza +1Panoptic SegmentationOcclusion Reasoning

    Department of Computer Science, University of Warwick, Coventry, UK

  15. Text-Aided Multi-Modal Panoptic Symbol Spotting for CAD Floor Plan Drawings

    Jul 14, 2026Yan Gong, Bohao Li, Bowen Du +1Panoptic SegmentationCross-Modal Alignment

    aCCSE Lab, Beihang University, Beijing, 100191, China · bSchool of Transportation Science and Engineering, Beihang University, Beijing, 100191, China · cThe Hong Kong Polytechnic University, Hong Kong, China

  16. HSA: Hierarchical Slot Attention for Multi-granularity Scene-Decomposition

    Jul 9, 2026Neelu Madan, Rongzhen Zhao, Andreas Mogelmose +4Panoptic SegmentationHierarchical Representation Learning

    1Aalborg University, Denmark · 2Pioneer Centre for AI, Denmark · 3Aalto University, Finland +2

  17. Pano3D: Unified 3D Reconstruction and Panoptic Segmentation

    Jun 12, 2026Victor Barberteguy, Ahmet Iscen, Mathilde Caron +3Panoptic Segmentation3D Semantic Segmentation

    Google DeepMind · LIGM, École des Ponts, IP Paris, Univ Gustave Eiffel, CNRS

  18. EPS3D: End-to-End Feed-Forward 3D Panoptic Segmentation

    Jun 8, 2026Runsong Zhu, Jiaxin Guo, Xiaoyang Guo +9Panoptic SegmentationOpen-Vocabulary 3D Segmentation

    The Chinese University of Hong Kong, HK SAR, China · Hong Kong Centre for Logistics Robotics, HK SAR, China · Horizon Robotics, China +2

  19. Scene-Centric Unsupervised Video Panoptic Segmentation

    Jun 3, 2026Christoph Reich, Oliver Hahn, Nikita Araslanov +4Panoptic SegmentationVideo Object Segmentation

    TU Munich · TU Darmstadt · MCML +3

  20. Redefining Instance Matching: A Unified Framework for Part-Aware Matching in Panoptic Segmentation Evaluation

    May 29, 2026Erik Großkopf, Soumya Snigdha Kundu, Hendrik Möller +9Image SegmentationPanoptic Segmentation

    Hertie Institute for AI in Brain Health, University of Tübingen, Germany · King’s College London, UK · Technical University of Munich, Germany +1

  21. U-SEG: Uncertainty in SEGmentation -- A systematic multi-variable exploration

    May 14, 2026Michael Smith, Frank P. FerrieImage SegmentationPanoptic Segmentation

    Centre for Intelligent Machines, McGill University

  22. MambaPanoptic: A Vision Mamba-based Structured State Space Framework for Panoptic Segmentation

    May 12, 2026Qing Cheng, Damiano Bertolini, Wei Zhang +3Image SegmentationPanoptic Segmentation

    Technical University of Munich · Munich Center for Machine Learning (MCML) · Polytechnic University of Milan +3

  23. FuTCR: Future-Targeted Contrast and Repulsion for Continual Panoptic Segmentation

    May 12, 2026Nicholas Ikechukwu, Keanu Nichols, Deepti Ghadiyaram +1Contrastive LearningImage Segmentation

    Boston University

  24. Hyp2Former: Hierarchy-Aware Hyperbolic Embeddings for Open-Set Panoptic Segmentation

    May 4, 2026Yao Lu, Rohit Mohan, Florian Drews +2Image SegmentationPanoptic Segmentation

    Department of Computer Science, University of Freiburg, Germany · Bosch Research, Robert Bosch GmbH, Germany

  25. Adverse-to-the-eXtreme Panoptic Segmentation: URVIS 2026 Study and Benchmark

    Apr 18, 2026Yiting Wang, Nolwenn Peyratout, Tim Brodermann +13Image SegmentationPanoptic Segmentation

    Organizers of the URVIS 2026 Challenge

  26. Training-Free Global Geometric Association for 4D LiDAR Panoptic Segmentation

    Dec 22, 2025Gyeongrok Oh, Youngdong Jang, Jonghyun Choi +3Panoptic Segmentation3D Instance Segmentation

    Korea University · Hyundai Motor Company · Sogang University +1

  27. Open-World Panoptic Segmentation

    Dec 17, 2024Matteo Sodano, Federico Magistri, Jens Behley +1Image SegmentationPanoptic Segmentation

    Center for Robotics, University of Bonn, Germany, and the Lamarr Institute for Machine Learning and Artificial Intelligence, Germany