Efficient Semantic Segmentation

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15 papers2 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. Less is More: Encoder-only Audio-Visual Segmentation

    Sep 24, 2026Ilpo Viertola, Vladimir Iashin, Sophie Tötterström +1Audio-Visual UnderstandingEfficient ViTs

    Tampere University

  2. PiPS: Post-Hoc Prototypical Explanations for Interpretable Semantic Segmentation

    Sep 15, 2026Miłosz Adamczyk, Tymoteusz Zapala, Piotr Borycki +1Explainable Artificial IntelligenceEfficient Semantic Segmentation

    Jagiellonian University · Wrocław University of Science and Technology · IDEAS Research Institute

  3. CoordFormer: Give Me Any Coordinates and I Will Give You Labels

    Sep 8, 2026Iacopo Curti, Pierluigi Zama Ramirez, Alioscia Petrelli +1Efficient Semantic SegmentationVision Transformer

    CVLab, University of Bologna · Ca’ Foscari University of Venice · SINA, company

  4. Real-Time Semantic Segmentation with Optimized RetinaNet Architectures for Embedded Automotive Systems

    Jul 21, 2026Sai Sidharth DModel CompressionEfficient Semantic Segmentation

  5. LUMA: Benchmarking Segmentation via a Lightweight Universal Mask Adapter

    Jul 1, 2026Tobias Christian Nauen, Anosh Billimoria, Federico Raue +3Efficient ViTsSemantic Segmentation

    RPTU University Kaiserslautern-Landau, Kaiserslautern, Germany · German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany

  6. ActiveSAM: Fast and Accurate Open-Vocabulary Semantic Segmentation with Frozen SAM 3

    Jun 15, 2026Tran Dinh Tien, Zhiqiang ShenEfficient VLM InferenceOpen-Vocabulary Semantic Segmentation

    VILA Lab, Mohamed bin Zayed University of Artificial Intelligence

  7. Rethinking Efficient Crack Segmentation with Task-Aligned Structural-Directional Modeling

    May 29, 2026Shipeng Liu, Liang Zhao, Dengfeng Chen +1Efficient Semantic SegmentationCrack Segmentation

    Xi’an University of Architecture and Technology

  8. FoR-Net: Focus-on-Regions Network for Semantic Segmentation

    May 4, 2026Sheng-Wei Chan, Hsin-Jui Pan, Jen-Shiun ChiangEfficient Semantic SegmentationSemantic Segmentation

    Department of Electrical and Computer Engineering, Tamkang University, No.151, Yingzhuan Rd., Tamsui Dist., New Taipei City, 251301, Taiwan

  9. Breaking the Resource Wall: Geometry-Guided Sequence Modeling for Efficient Semantic Segmentation

    Apr 25, 2026Sheng-Wei Chan, Hsin-Jui Pan, Chun-Po Shen +3Efficient Semantic SegmentationVisual SSMs

    Department of Electrical and Computer Engineering, Tamkang University

  10. Semantic-Fast-SAM: Efficient Semantic Segmenter

    Apr 22, 2026Byunghyun KimImage SegmentationVision Foundation Model Adaptation

    Kyungpook National University, Korea

  11. Cross-Stage Attention Propagation for Efficient Semantic Segmentation

    Apr 7, 2026Beoungwoo KangEfficient Semantic SegmentationSemantic Segmentation

    Vision Platform Team, Hyundai Mobis, South Korea

  12. Prototype-Based Low Altitude UAV Semantic Segmentation

    Apr 2, 2026Da Zhang, Gao Junyu, Zhao ZhiyuanEfficient Semantic SegmentationSemantic Segmentation

    School of Artificial Intelligence, Optics and Electronics, Northwestern Polytechnical University · Institute of Artificial Intelligence (TeleAI), China Telecom

  13. Concept-based explanations of Segmentation and Detection models in Natural Disaster Management

    Mar 24, 2026Samar Heydari, Jawher Said, Galip Ümit Yolcu +7Explainable Object DetectionEfficient Semantic Segmentation

    Department of Artificial Intelligence, Fraunhofer Heinrich Hertz Institute, Berlin, Germany · Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece

  14. Lean Learning Beyond Clouds: Efficient Discrepancy-Conditioned Optical-SAR Fusion for Semantic Segmentation

    Mar 21, 2026Chenxing Meng, Wuzhou Quan, Yingjie Cai +3Efficient Semantic SegmentationCloud Removal

    School of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China

  15. Onboard-Targeted Segmentation of Straylight in Space Camera Sensors

    Feb 24, 2026Riccardo Gallon, Fabian Schiemenz, Alessandra Menicucci +1Efficient Semantic SegmentationImage Segmentation

    Department of Space Systems Engineering, Faculty of Aerospace Engineering, Kluyverweg 1, HS Delft, 2629, Netherlands · Airbus Defence and Space GmbH, Claude-Dornier Straße, Immenstaad am Bodensee, 88090, Germany