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Leal-Taixé, Laura

  1. MOT20: A benchmark for multi object tracking in crowded scenes
    2020/03/19 by Dendorfer, Patrick, Rezatofighi, Hamid, Milan, Anton +6 · 25 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. One-Shot Video Object Segmentation
    2016/11/16 by Caelles, Sergi, Maninis, Kevis-Kokitsi, Pont-Tuset, Jordi +3 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking
    2015/04/08 by Laura Leal-Taixé, Anton Milan, Leal-Taixé, Laura +7 · 13 citations
    Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  4. MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking
    2020/10/15 by Dendorfer, Patrick, Ošep, Aljoša, Milan, Anton +5 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Coming Down to Earth: Satellite-to-Street View Synthesis for\n Geo-Localization
    2021/03/11 by Aysim Toker, Toker, Aysim, Qunjie Zhou +5 · 11 citations
    Engineering · Computer Science · #Automated Road and Building Extraction #Advanced Image and Video Retrieval Techniques #Video Surveillance and Tracking Methods
  6. Light3R-SfM: Towards Feed-forward Structure-from-Motion
    2025/01/24 by Sven Elflein, Qunjie Zhou, Elflein, Sven +5 · 1 voice · 17 citations
    Engineering · Biochemistry, Genetics and Molecular Biology · #Optical Coherence Tomography Applications #Spectroscopy Techniques in Biomedical and Chemical Research #Image Processing Techniques and Applications
  7. SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation
    2024/03/25 by Aysim Toker, Toker, Aysim, Marvin Eisenberger +5 · 13 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  8. Unifying Short and Long-Term Tracking with Graph Hierarchies
    2022/12/06 by Orcun Cetintas, Cetintas, Orcun, Guillem Brasó +3 · 9 citations
    Computer Science · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  9. DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation
    2022/03/23 by Aysim Toker, Toker, Aysim, Lukas Kondmann +23 · 8 citations
    Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Land Use and Ecosystem Services #Remote-Sensing Image Classification #Species Distribution and Climate Change
  10. Better Call SAL: Towards Learning to Segment Anything in Lidar
    2024/03/19 by Aljoša Ošep, Tim Meinhardt, Ošep, Aljoša +9 · 12 citations
    Environmental Science · Physics and Astronomy · #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics (cs.RO)
  11. Goal-GAN: Multimodal Trajectory Prediction Based on Goal Position Estimation
    2020/10/02 by Dendorfer, Patrick, Ošep, Aljoša, Leal-Taixé, Laura · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Simple Cues Lead to a Strong Multi-Object Tracker
    2022/06/09 by Jenny Seidenschwarz, Guillem Brasó, Seidenschwarz, Jenny +7 · 7 citations
    Computer Science · #Video Surveillance and Tracking Methods #Face recognition and analysis #Human Pose and Action Recognition
  13. Deep Depth From Focus
    2017/04/04 by Caner Hazırbaş, Hazirbas, Caner, Sebastian Georg Soyer +7 · 4 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Optical measurement and interference techniques
  14. EagerMOT: 3D Multi-Object Tracking via Sensor Fusion
    2021/04/29 by Aljoša Ošep, Kim, Aleksandr, Ošep, Aljoša +2 · 5 citations
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods #Advanced Neural Network Applications
  15. Image-based localization using LSTMs for structured feature correlation
    2016/11/23 by Walch, Florian, Hazirbas, Caner, Leal-Taixé, Laura +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Learning a Neural Solver for Multiple Object Tracking
    2019/12/16 by Brasó, Guillem, Leal-Taixé, Laura · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Is Geometry Enough for Matching in Visual Localization?
    2022/03/24 by Qunjie Zhou, Sérgio Agostinho, Zhou, Qunjie +5 · 5 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  18. 4D Panoptic LiDAR Segmentation
    2021/02/24 by Aygün, Mehmet, Ošep, Aljoša, Weber, Mark +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  19. Towards a Unified Copernicus Foundation Model for Earth Vision
    2025/03/14 by Yi Wang, Wang, Yi, Zhitong Xiong +19 · 1 voice · 12 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  20. Video Object Segmentation Without Temporal Information
    2017/09/18 by Maninis, Kevis-Kokitsi, Caelles, Sergi, Chen, Yuhua +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples\n in Pedestrian Trajectory Prediction
    2021/08/20 by Patrick Dendorfer, Sven Elflein, Dendorfer, Patrick +3 · 4 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  22. Focus on defocus: bridging the synthetic to real domain gap for depth\n estimation
    2020/05/19 by Maxim Maximov, Kevin Galim, Maximov, Maxim +3 · 3 citations
    Engineering · Computer Science · #Image Processing Techniques and Applications #Advanced Vision and Imaging #Advanced Image Processing Techniques
  23. Deep Shells: Unsupervised Shape Correspondence with Optimal Transport
    2020/10/28 by Marvin Eisenberger, Eisenberger, Marvin, Aysim Toker +5 · 3 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Learning Intra-Batch Connections for Deep Metric Learning
    2021/02/15 by Seidenschwarz, Jenny, Elezi, Ismail, Leal-Taixé, Laura · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. STEP: Segmenting and Tracking Every Pixel
    2021/02/23 by Mark Weber, Weber, Mark, Jun Xie +23 · 3 citations
    Computer Science · #Visual Attention and Saliency Detection #Video Surveillance and Tracking Methods #Advanced Neural Network Applications
  26. DynOMo: Online Point Tracking by Dynamic Online Monocular Gaussian Reconstruction
    2024/09/03 by Jenny Seidenschwarz, Seidenschwarz, Jenny, Qunjie Zhou +7 · 6 citations
    Medicine · #Medical Imaging Techniques and Applications
  27. The NeRFect Match: Exploring NeRF Features for Visual Localization
    2024/03/14 by Qunjie Zhou, Maxim Maximov, Zhou, Qunjie +5 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Image Retrieval and Classification Techniques
  28. MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation
    2024/08/29 by Linyan Yang, Yang, Linyan, Lukas Hoyer +15 · 5 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Industrial Vision Systems and Defect Detection
  29. Forecasting from LiDAR via Future Object Detection
    2022/03/30 by Peri, Neehar, Luiten, Jonathon, Li, Mengtian +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  30. A Guide to Structureless Visual Localization
    2025/04/24 by Vojtech Panek, Panek, Vojtech, Qunjie Zhou +11 · 1 voice · 4 citations
    #cs.CV
  31. Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation
    2023/04/23 by Cristiano Saltori, Aljoša Ošep, Saltori, Cristiano +5 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
  32. Making a Case for 3D Convolutions for Object Segmentation in Videos
    2020/08/26 by Sabarinath Mahadevan, Mahadevan, Sabarinath, Ali Athar +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
  33. LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception
    2025/04/21 by Yuan-Hong Liao, Sven Elflein, Liao, Yuan-Hong +11 · 6 citations
    Computer Science · Materials Science · Neuroscience · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Neural Networks and Applications #Neural dynamics and brain function
  34. MATCHA:Towards Matching Anything
    2025/01/24 by Xue, Fei, Elflein, Sven, Leal-Taixé, Laura +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. SeMoLi: What Moves Together Belongs Together
    2024/02/29 by Jenny Seidenschwarz, Aljoša Ošep, Seidenschwarz, Jenny +7 · 2 citations
    Social Sciences · Computer Science · #Knowledge Management and Sharing #E-Learning and Knowledge Management
  36. Vision-Based Mobile Robotics Obstacle Avoidance With Deep Reinforcement Learning
    2021/03/08 by Wenzel, Patrick, Schön, Torsten, Leal-Taixé, Laura +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  37. Opening up Open-World Tracking
    2021/04/22 by Liu, Yang, Zulfikar, Idil Esen, Luiten, Jonathon +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. A Unified Framework for Implicit Sinkhorn Differentiation
    2022/05/13 by Marvin Eisenberger, Aysim Toker, Eisenberger, Marvin +7 · 1 citation
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Stochastic Gradient Optimization Techniques
  39. PolarMOT: How Far Can Geometric Relations Take Us in 3D Multi-Object Tracking?
    2022/08/03 by Aleksandr Kim, Kim, Aleksandr, Guillem Brasó +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  40. G-MSM: Unsupervised Multi-Shape Matching with Graph-based Affinity Priors
    2022/12/06 by Eisenberger, Marvin, Toker, Aysim, Leal-Taixé, Laura +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. Learning to Discover and Detect Objects
    2022/10/19 by Vladimir Fomenko, Ismail Elezi, Fomenko, Vladimir +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  42. Staged Contact-Aware Global Human Motion Forecasting
    2023/09/16 by Scofano, Luca, Sampieri, Alessio, Schiele, Elisabeth +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  43. Quo Vadis: Is Trajectory Forecasting the Key Towards Long-Term Multi-Object Tracking?
    2022/10/14 by Patrick Dendorfer, Dendorfer, Patrick, Vladimir Yugay +5 · 1 citation
    Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Impact of Light on Environment and Health #Video Surveillance and Tracking Methods
  44. Zero-Shot 4D Lidar Panoptic Segmentation
    2025/04/01 by Zhang, Yushan, Ošep, Aljoša, Leal-Taixé, Laura +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. Towards Learning to Complete Anything in Lidar
    2025/04/16 by Takmaz, Ayca, Saltori, Cristiano, Peri, Neehar +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences