Segmentation Uncertainty Estimation

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5 papers in the last four weeks, up 67% on the four weeks before. 0.0% of all new papers.

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  1. A Probabilistic Perspective on Wasserstein-Based Evidential Uncertainty for Out-of-Distribution Segmentation

    Oct 7, 2026Arnold Brosch, Abdelrahman Eldesokey, Michael Felsberg +1Segmentation Uncertainty EstimationEvidential Deep Learning

    Heinrich-Heine-University Düsseldorf, Universitätsstraße 1, 40225, Düsseldorf, Germany · Hamad Bin Khalifa University (HBKU), Education City, Gate 8, P.O. Box 5825, Doha, Qatar · Linköping University, SE-581 83, Linköping, Sweden

  2. Quantifying Volumetric Risk: Class-Aware Asymmetric Weighted Conformal Prediction for 3D Medical Image Segmentation

    Oct 7, 2026Shadi Alijani, Fereshteh Aghaee Meibodi, Homayoun NajjaranConformal PredictionSegmentation Uncertainty Estimation

    University of Victoria, 800 Finnerty Road, Victoria, BC, Canada

  3. GUARD: Geometric Uncertainty-Aware Point Cloud Denoising and Segmentation for Robotic Hard Disk Drive Disassembly

    Oct 6, 2026Zuoxu Wang, Xiao LiangPoint Cloud Learning3D Part Segmentation

    Zachry Department of Civil and Environmental Engineering, Texas A&M University, College Station, TX 77843 USA

  4. Uncertainty-Guided Handshake: Efficient Human-in-the-Loop Refinement for Surgical-Grade Glioma Segmentation

    Oct 1, 2026Samuel Hart, Ahmad Yahya, Ahmed Karam EldalyInteractive Medical Image SegmentationHuman-in-the-Loop Annotation

    Department of Computer Science, University of Exeter, Exeter, EX4 4QF, United Kingdom. · Department of Nuclear Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia. · UCL Hawkes Institute, University College London, Gower St., London, WC1E 6AE, United Kingdom.

  5. Towards Trustworthy AI for Glioma Diagnosis: A Task-Aware Evaluation of Uncertainty Quantification

    Sep 30, 2026Gonzalo Esteban Mosquera Rojas, Sebastian R. van der Voort, Carolin M. Pirkl +3Uncertainty QuantificationBrain Tumor Classification

    Department of Radiology and Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands · Department of Medical Informatics, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands · GE HealthCare, Munich, Germany +3

  6. Beyond Accuracy: Uncertainty-Guided Boundary Refinement for Reliable Biomedical Image Segmentation

    Sep 14, 2026Anima KujurMedical Image SegmentationBoundary-Aware Segmentation

    Interdisciplinary Centre for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany

  7. Cross-Model Agreement as a Deployment-Time Reliability Signal for Automatic Polyp Segmentation

    Sep 9, 2026Siddharth Gupta, Jitin SinglaPolyp SegmentationSegmentation Uncertainty Estimation

    Department of Biosciences and Bioengineering, Indian Institute of Technology Roorkee, Roorkee, 247667, Uttarakhand, India

  8. Latent-to-Latent Flow for Volumetric Stochastic Segmentation

    Sep 7, 2026Omar Todd, Sooha Kim, Raghav Mehta +5Flow MatchingMedical Image Segmentation

    Imperial College London, UK · The Royal Marsden Hospital, London, UK · Imperial College Healthcare NHS Trust, London, UK

  9. Reliability analysis for BraTS-GoAT segmentation: a controlled robustness study of deep-ensemble uncertainty

    Aug 13, 2026Riya Deepak Shet, Le ZhangUncertainty QuantificationNeural Network Robustness

    Department of Cancer and Genomic Sciences, School of Medical Sciences, College of Medicine and Health, University of Birmingham, Birmingham, United Kingdom · Department of Electronic, Electrical and Systems Engineering, School of Engineering, College of Engineering and Physical Sciences, University of Birmingham, Birmingham, United Kingdom

  10. Generative Semantic Segmentation via an Observable Semantic-Image Interface and Hierarchical Generator Evidence Alignment

    Aug 12, 2026Weize Cai, Yongqi Dong, Zhida Shao +1Segmentation Uncertainty EstimationSemantic Segmentation

    RWTH Aachen University, Aachen, Germany · Delft University of Technology, Delft, The Netherlands · Chang’an University, Xi’an, China

  11. VIDS-Seg: Towards Reliable Uncertainty Quantification in Pediatric Cardiac Ultrasound Segmentation

    Aug 11, 2026Paul Fischer, Ece OzkanUltrasound Image SegmentationUncertainty Quantification

    Department of Biomedical Engineering, University of Basel, Basel, Switzerland

  12. ST-LoRA: Single Trajectory LoRA Ensemble for Uncertainty Aware Agricultural Segmentation

    Aug 2, 2026Mohamed Farag, Genc Hoxha, Yahia Maleki +2Image SegmentationEnsemble Learning

    Machine Learning in Agriculture Lab, Institute of Geodesy and Geoinformation, University of Bonn, Bonn, Germany · Commonwealth Scientific and Industrial Research Organisation (CSIRO), Australia · Lamarr Institute for Machine Learning and Artificial Intelligence, University of Bonn, Bonn, Germany

  13. U-CFR: Uncertainty-Guided Cascade Forward Refinement for Interactive Segmentation

    Jul 22, 2026Elijah Danquah Darko, Min Xian, Terence Soule +2Promptable Image SegmentationBoundary-Aware Segmentation

    Department of Computer Science University of Idaho · Idaho National Laboratory

  14. Trustworthy Medical Segmentation: Uncertainty-Aware U-Net Evaluation Under Clinical Image Degradation

    Jul 22, 2026Pranav Kaliaperumal, Manisha KaliaperumalImage Corruption RobustnessU-Net

    Department of Computer Science University of Colorado Denver Aurora, CO, USA · Department of Biology (Pre-Medical) Creighton University Omaha, NE, USA

  15. PlumeQuant: Uncertainty-aware consistency assessment of methane plume masks and emission-rate estimates

    Jul 15, 2026Parisa Masnadi Khiabani, Wolfgang Jentner, Alireza Rangrazjeddi +4Uncertainty QuantificationRemote Sensing

    Data Institute for Societal Challenges, University of Oklahoma, Norman, OK 73019, USA · Data Science & Analytics Institute, University of Oklahoma, Norman, OK 73019, USA · School of Industrial & Systems Engineering, University of Oklahoma, Norman, OK 73019, USA +4

  16. GRC-ProbNet: Uncertainty-aware Feature Extraction for Cardiovascular Disease Classification

    Jul 11, 2026Yash Shah, Omar Todd, Philipp Seeböck +3Medical Image SegmentationSegmentation Uncertainty Estimation

    1Imperial College London, UK · 2Medical University of Vienna, Austria

  17. Uncertainty-Aware Multi-Source Retinal Fluid Segmentation in OCT

    Jul 9, 2026Animesh KumarMulti-Source Domain AdaptationMedical Imaging

    Newcastle University, Newcastle upon Tyne NE1 7RU, United Kingdom

  18. RUFNet: Query-Guided Support Mask Refinement and Uncertainty Fusion based on Hybrid Mamba for Few-Shot Brain Tumor Segmentation

    Jul 6, 2026Dongyi He, Xiangkai Wang, Binbing Xu +5Few-Shot Medical Image SegmentationSegmentation Uncertainty Estimation

    Department of Language Science and Technology, The Hong Kong Polytechnic University, Hong Kong SAR, China · School of Artificial Intelligence, Chongqing University of Technology, Chongqing, China · Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, China +1

  19. Trust the Prior (or Not): Uncertainty-Aware Abdominal Aortic Aneurysm Segmentation

    Jun 30, 2026Erich Robbi, Daniele Ravanelli, Andrea PasseriniDomain GeneralizationMedical Image Segmentation

    Department of Computer Science University of Trento Trento, Italy · Medical Physics Unit Santa Chiara Hospital Trento, Italy

  20. Set-Inclusive Uncertainty Modeling for Robust Brain Tumor Segmentation

    Jun 29, 2026Seunghun Baek, Jihwan Park, Jaeyoon Sim +3Representation LearningMultimodal Robustness

    Pohang University of Science and Technology, Pohang, South Korea

  21. Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability

    Jun 22, 2026Qi Li, Yuliang Huang, Shaheer U. Saeed +7Gaussian ProcessesMedical Image Segmentation

    UCL Hawkes Institute, Department of Medical Physics and Biomedical Engineering, University College London, London, U.K. · Centre for Bioengineering, Digital Environment Research Institute, School of Engineering and Materials Science, Queen Mary University of London, London, U.K. · Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, U.K. +4

  22. EnTrust: Modeling Inter-Modal Conflict for Trustworthy Multimodal Medical Image Analysis

    Jun 19, 2026Dwarikanath Mahapatra, Abhijit Das, Behzad Bozorgtabar +5Cross-Modality Medical Image SegmentationUncertainty-Aware Multimodal Fusion

    Khalifa University, Abu Dhabi, UAE. · MBZUAI, Abu Dhabi, UAE. · Aarhus University, Denmark. +5

  23. Neural Architecture Distributions: A New Paradigm for Stochastic Segmentation

    Jun 19, 2026Conghui Li, Junhao Huang, Chern Hong Lim +2Image SegmentationMedical Image Segmentation

    School of Information Technology, Monash University Malaysia, Selangor, Malaysia · Centre for Data Science and Artificial Intelligence, School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand

  24. Confidence is Not Reliability: Rethinking MC Dropout in Brain Tumour Segmentation

    Jun 17, 2026Xin Ci Wong, Duygu Sarikaya, Kieran Zucker +2Segmentation Uncertainty EstimationUncertainty Calibration

    Centre for Doctoral Training in AI for Medical Diagnosis and Care, School of Computing, University of Leeds · School of Computer Science, University of Leeds · Leeds Cancer Centre, St James’s University Hospital, Leeds, UK

  25. Quantification of Uncertainty with Adversarial Models in Medical Image Segmentation

    Jun 17, 2026Hana Jebril, Thomas Pinetz, Günter Klambauer +1Uncertainty QuantificationMedical Image Segmentation

    Institute of Artificial Intelligence, Center for Medical Data Science, Medical University of Vienna, Austria · Comprehensive Center for AI in Medicine, Medical University of Vienna, Austria · ELLIS Unit Linz, LIT AI Lab and Institute for Machine Learning, Johannes Kepler University Linz, Austria +1

  26. Learning a Sampling-Free Variational DNN Plugin from Tiny Training Sets to Refine OOD Segmentation With Uncertainty Estimation

    Jun 14, 2026Jimut B. Pal, Suyash P. AwateOOD GeneralizationMedical Image Segmentation

    Centre for Machine Intelligence and Data Science (C-MInDS), Indian Institute of Technology (IIT) Bombay, Mumbai · Computer Science and Engineering (CSE) Department, Indian Institute of Technology (IIT) Bombay, Mumbai

  27. Improving PET/CT-Based Whole-Body Lesion Segmentation Using Prediction Uncertainty-Augmented Models

    Jun 8, 2026Bashirul Azam Biswas, Biratal Raj Wagle, Zhihan Yang +4Ensemble LearningPET/CT Imaging

    Department of Biomedical Data Science Geisel School of Medicine at Dartmouth Hanover, NH 03755, USA · Radiology Dartmouth Hitchcock Medical Center Lebanon, NH 03766, USA · Radiation Oncology Dartmouth Hitchcock Medical Center Lebanon, NH 03766, USA

  28. Co-GLANCE: Uncertainty-Aware Active Perception for Heterogeneous Robot Teaming

    Jun 7, 2026Michal P. Podolinsky, Neel P. Bhatt, Pranay Samineni +3Active PerceptionImage Segmentation

    The University of Texas at Austin

  29. Multi-Task Crack Foundation Model for Engineering-Reliable Crack Representation and Topology Preservation in Civil Infrastructure

    Jun 4, 2026Blessing Agyei Kyem, Joshua Kofi Asamoah, Eugene Denteh +1Vision Foundation Model AdaptationTopology-Preserving Image Segmentation

    Department of Civil, Construction and Environmental Engineering, North Dakota State University, Fargo, 58102, ND, USA

  30. Implicit Fuzzification via Bounded Noise Injection for Robust Medical Image Segmentation

    Jun 3, 2026Bisheng Tang, Zhangfeng Ma, Chuchu Zhai +4Ultrasound Image SegmentationMedical Image Segmentation

    School of Information Science and Engineering, Provincial Key Laboratory of Informational Service for Rural Area of Southwestern Hunan, Shaoyang University, Shaoyang 422000, China · Xinshao County People’s Hospital, Shaoyang 422900, China

  31. Energy-Aware NECO for Single-Pass Pixel-wise Out-of-Distribution Detection in Semantic Segmentation

    May 28, 2026Boyuan Zhang, Huanshan Huang, Yifei CaoImage SegmentationOOD Detection

    Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France. · CIAD, UTBM, Universit´e Marie et Louis Pasteur, France. · U2IS, ENSTA, Institut Polytechnique de Paris, France.

  32. Measuring Prediction Uncertainty in Neural Cellular Automata

    May 26, 2026Ario Sadafi, Michael Deutges, Nassir Navab +1Neural Cellular AutomataImage Segmentation

    Computational Health Center, Helmholtz Munich, Neuherberg, Germany · Helmholtz AI, Helmholtz Munich, Neuherberg, Germany · Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany +4

  33. Are We Overconfident in Models and Results for Semi-Supervised 3D Medical Image Segmentation?

    May 25, 2026Jun Li, Ziwei QinBenchmark ContaminationSemi-Supervised Medical Image Segmentation

    Institute of Systems Science and Technology, School of Electrical Engineering, Southwest Jiaotong University, China.

  34. Invascal: Inverse-Vacuity Self-Calibration for Uncertainty-Aware LiDAR Range-View Semantic Segmentation

    May 20, 2026Kerim Turacan, Hannes Reichert, Andrei Bolandut +1Evidential Deep Learning3D Semantic Segmentation

    Faculty of Engineering and Computer Science, University of Applied Sciences Aschaffenburg, Aschaffenburg, Germany

  35. Hyper-V2X: Hypernetworks for Estimating Epistemic and Aleatoric Uncertainty in Cooperative Bird's-Eye-View Semantic Segmentation

    May 20, 2026Abhishek Dinkar Jagtap, Sanath Tiptur Sadashivaiah, Andreas FestagHypernetworksV2X Communication

    CARISSMA Institute for Electric, COnnected, and Secure Mobility (C-ECOS), Technische Hochschule Ingolstadt, Ingolstadt, 85049, Germany. · University of Applied Sciences Aschaffenburg, Aschaffenburg, 63743, Germany.

  36. Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation

    May 18, 2026Tristan Kirscher, Markus Bujotzek, Yannick Kirchhoff +5Deep EnsemblesMedical Image Segmentation

    ICube, Institut Strauss, DKFZ · ICube Laboratory, CNRS UMR-7357, University of Strasbourg, Strasbourg, France · CLCC Institut-Strauss, Strasbourg, France +6

  37. 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

  38. Segment Anything with Robust Uncertainty-Accuracy Correlation

    May 11, 2026Hongyou Zhou, Marc Toussaint, Ling Shao +1Image SegmentationPromptable Image Segmentation

    Learning and Intelligent Systems, Technical University of Berlin, Berlin, Germany. · UCAS-Terminus AI Lab, University of Chinese Academy of Sciences, Beijing, China.

  39. Uncertainty-Guided Dual-Domain Learning for Reliable Skin Lesion Segmentation

    May 10, 2026Duwei Dai, Caixia Dong, Guowei Dai +6Medical Image SegmentationSkin Lesion Segmentation

    Department of Dermatology, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, 710004, Shaanxi, China. · National-Local Joint Engineering Research Center of Biodiagnosis & Biotherapy, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, 710004, Shaanxi, China. · School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, 710049, Shaanxi, China. +3

  40. Principle-Guided Supervision for Interpretable Uncertainty in Medical Image Segmentation

    May 9, 2026An Sui, Yuzhu Li, Gunter Schumann +2Image SegmentationUncertainty Quantification

    School of Data Science, Fudan University, Shanghai, China · Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China · National Heart and Lung Institute, Imperial College London, London, United Kingdom

  41. Harmonized Feature Conditioning and Frequency-Prompt Personalization for Multi-Rater Medical Segmentation

    May 6, 2026Sanaz Karimijafarbigloo, Armin Khosravi, Alireza Kheyrkhah +3Medical Image AnalysisFrequency-Domain Feature Learning

    Faculty of Informatics and Data Science, University of Regensburg, Regensburg, Germany · Sharif University of Technology, Tehran, Iran · Iran University of Science and Technology, Tehran, Iran +3

  42. Uncertainty Estimation in Instance Segmentation of Affordances via Bayesian Visual Transformers

    May 5, 2026Lorenzo Mur-Labadia, Ruben Martinez-Cantina, Jose J. GuerreroBayesian Neural NetworksInstance Segmentation

    aI3A, Universidad de Zaragoza, Zaragoza, 50018, Spain

  43. Multi-Rater Calibrated Segmentation Models

    May 4, 2026Meritxell Riera-Marín, Javier García López, Júlia Rodríguez-Comas +2Inter-Rater ReliabilityImage Segmentation

    aSycai Technologies SL, Scientific and Technical Department, Barcelona, Spain · bBCN Medtech, Universitat Pompeu Fabra, Barcelona, Spain · cInstitució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain +1

  44. UnGAP: Uncertainty-Guided Affine Prompting for Real-Time Crack Segmentation

    May 4, 2026Conghui Li, Huanyu He, Xin Wang +2Segmentation Uncertainty EstimationCrack Segmentation

    School of Information Technology, Monash University, Selangor, Malaysia · Department of Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China · School of Engineering, Monash University, Selangor, Malaysia

  45. RADMI: Latent Information Aggregation as a Proxy for Model Uncertainty

    May 2, 2026William Stevens, Mohit Prabhushankar, Ghassan AlRegibUncertainty QuantificationDense Prediction

    OLIVES at the Center for Signal and Information Processing, School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA

  46. UHR-Net: An Uncertainty-Aware Hypergraph Refinement Network for Medical Image Segmentation

    Apr 30, 2026Shuokun Cheng, Jinghao Shi, Kun SunContrastive LearningImage Segmentation

    School of Computer Sciences, China University of Geosciences (Wuhan), Wuhan 430074, Hubei, China

  47. Assessing Pancreatic Ductal Adenocarcinoma Vascular Invasion: the PDACVI Benchmark

    Apr 30, 2026M. Riera-Marín, O. K. Sikha, J. Rodríguez-Comas +23Inter-Rater ReliabilityMedical Image Analysis

    BCN Medtech, Universitat Pompeu Fabra, Barcelona, Spain · Universitätsklinikum Erlangen, Department of Radiology of the Uniklinikum Erlangen (UKER), Erlangen, Germany · University Hospital Erlangen, Imaging Science Institute, Erlangen, Germany +10

  48. Lorentz Framework for Semantic Segmentation

    Apr 18, 2026Zahid Hasan, Masud Ahmed, Nirmalya RoySegmentation Uncertainty EstimationSemantic Segmentation

    Department of Information Systems, University of Maryland, Baltimore County

  49. TwinTrack: Post-hoc Multi-Rater Calibration for Medical Image Segmentation

    Apr 17, 2026Tristan Kirscher, Alexandra Ertl, Klaus Maier-Hein +3Image SegmentationPost-Hoc Calibration

    ICube, Institut Strauss · ICube Laboratory, CNRS UMR-7357, University of Strasbourg, Strasbourg, France · CLCC Institut Strauss, Strasbourg, France +6

  50. UA-Net: Uncertainty-Aware Network for TRISO Image Semantic Segmentation

    Apr 16, 2026Kyle Lucke, Zuzanna Krajewska-Travar, Shoukun Sun +3Image SegmentationMaterials Science

    University of Idaho, 1776 Science Center Drive, Idaho Falls, Idaho 83402, U.S.A · Idaho National Laboratory, 1955 N. Fremont Ave., Idaho Falls, Idaho 83415, U.S.A

  51. SegWithU: Uncertainty as Perturbation Energy for Single-Forward-Pass Risk-Aware Medical Image Segmentation

    Apr 16, 2026Tianhao Fu, Austin Wang, Charles Chen +2Image SegmentationUncertainty Quantification

    University of Toronto, Toronto, ON, Canada · Vector Institute, Toronto, ON, Canada · Project Neura, Toronto, ON, Canada +4

  52. Rethinking Uncertainty Quantification and Entanglement in Image Segmentation

    Mar 19, 2026Jakob Lønborg Christensen, Vedrana Andersen Dahl, Morten Rieger Hannemose +2Uncertainty QuantificationDeep Ensembles

    Technical University of Denmark, DTU Compute · University of Lucerne, Faculty of Health Sciences and Medicine, Switzerland

  53. Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation

    Mar 4, 2026Chao Wu, Mahesh Bhosale, Kangxian Xie +3Medical Image Segmentation3D Medical Image Segmentation

    Department of Computer Science and Engineering University at Buffalo, SUNY Buffalo, NY, USA

  54. Conformal Prediction Sets for Instance Segmentation

    Feb 10, 2026Kerri Lu, Dan M. Kluger, Stephen Bates +1Image SegmentationInstance Segmentation

    Laboratory for Information and Decision Systems, MIT, Cambridge, MA, USA · Department of Electrical Engineering and Computer Science, MIT, Cambridge, MA, USA · Institute for Data, Systems, and Society, MIT, Cambridge, MA, USA +1

  55. Uncertainty-Aware Domain Adaptation for Vitiligo Segmentation in Clinical Photographs

    Dec 12, 2025Wentao Jiang, Vamsi Varra, Caitlin Perez-Stable +3Image SegmentationDomain Adaptation

    Electrical and Computer Engineering, Rice University, Houston, TX, United States · U.S. Dermatology Partners, Houston, TX, United States · School of Medicine, Baylor College of Medicine, Houston, TX, United States

  56. LatentFM: A Latent Flow Matching Approach for Generative Medical Image Segmentation

    Dec 4, 2025Ngoc Huynh Trinh, Hoang Anh Nguyen Kim, Hai Toan Nguyen +1Flow MatchingMedical Image Segmentation

    Institute for Artificial Intelligence, University of Engineering and Technology, Vietnam National University, Hanoi, Vietnam

  57. Diffusion Model in Latent Space for Medical Image Segmentation Task

    Dec 1, 2025Ngoc Huynh Trinh, Hai Toan Nguyen, Son Ba Luong +1Latent Diffusion ModelsMedical Image Segmentation

    Institute for Artificial Intelligence, University of Engineering and Technology, Vietnam National University, Hanoi, Vietnam

  58. Uncertain but Useful: Leveraging CNN Training Variability into Data Augmentation

    Sep 5, 2025Inés Gonzalez-Pepe, Vinuyan Sivakolunthu, Yohan Chatelain +1Image SegmentationData Augmentation

    Department of Computer Science Concordia University Montreal, QC H3G 1M8, Canada · Department of Computer Science Concordia University2026 Montreal, QC H3G 1M8, Canada · Krembil Centre for Neuroinformatics Centre for Addiction and Mental Health Toronto, ON M5T 0S8, Canada +1

  59. Voxeland: Probabilistic Instance-Aware Semantic Mapping with Evidence-based Uncertainty Quantification

    Nov 13, 2024Jose-Luis Matez-Bandera, Pepe Ojeda, Javier Monroy +2Segmentation Uncertainty Estimation3D Instance Segmentation

    Machine Perception and Intelligent Robotics (MAPIR) Group, Malaga Institute for Mechatronics Engineering and Cyber-Physical Systems (IMECH.UMA), University of Malaga, Campus de Teatinos, 29071 Malaga, Spain

  60. From Few-Shot Segmentation to Clinician-in-the-Loop Medical Image Analysis

    Date pendingYazhou ZhuInteractive Medical Image SegmentationSelective Prediction