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  1. LIFT: Learned Invariant Feature Transform
    2016/03/30 by Kwang Moo Yi, Eduard Trulls, Yi, Kwang Moo +5 · 1 voice · 24 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization #cs.CV
  2. Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision
    2016/11/29 by Mehta, Dushyant, Rhodin, Helge, Casas, Dan +4 · 35 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. DISK: Learning local features with policy gradient
    2020/06/24 by Michał J. Tyszkiewicz, Tyszkiewicz, Michał J., Pascal Fua +3 · 25 citations
    Computer Science · Social Sciences · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
  4. Learning Active Learning from Data
    2017/03/09 by Konyushkova, Ksenia, Sznitman, Raphael, Fua, Pascal · 14 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation
    2021/04/30 by Robin Chan, Krzysztof Lis, Chan, Robin +15 · 16 citations
    Computer Science · #62-07 #68T45 #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6 #I.4.9
  6. Real-Time Seamless Single Shot 6D Object Pose Prediction
    2017/11/24 by Tekin, Bugra, Sinha, Sudipta N., Fua, Pascal · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Detecting the Unexpected via Image Resynthesis
    2019/04/16 by Lis, Krzysztof, Nakka, Krishna, Fua, Pascal +1 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6 #I.4.8
  8. Imposing Hard Constraints on Deep Networks: Promises and Limitations
    2017/06/07 by Pablo Márquez-Neila, Márquez-Neila, Pablo, Mathieu Salzmann +3 · 11 citations
    Computer Science · #Human Pose and Action Recognition #Neural Networks and Applications #Constraint Satisfaction and Optimization
  9. Learning to Find Good Correspondences
    2017/11/16 by Yi, Kwang Moo, Trulls, Eduard, Ono, Yuki +3 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. Context-Aware Crowd Counting
    2018/11/26 by Liu, Weizhe, Salzmann, Mathieu, Fua, Pascal · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera
    2018/03/15 by Weipeng Xu, Xu, Weipeng, Avishek Chatterjee +11 · 6 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  12. LF-Net: Learning Local Features from Images
    2018/05/24 by Ono, Yuki, Trulls, Eduard, Fua, Pascal +1 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection
    2017/04/19 by Baqué, Pierre, Fleuret, François, Fua, Pascal · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data
    2019/12/08 by Wickramasinghe, Udaranga, Remelli, Edoardo, Knott, Graham +1 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Geodesic Convolutional Shape Optimization
    2018/02/12 by Baqué, Pierre, Remelli, Edoardo, Fleuret, François +1 · 4 citations
    #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)
  16. Structured Prediction of 3D Human Pose with Deep Neural Networks
    2016/05/17 by Bugra Tekin, Tekin, Bugra, Isinsu Katircioglu +7 · 8 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Advanced Vision and Imaging #3D Shape Modeling and Analysis
  17. Direct Prediction of 3D Body Poses from Motion Compensated Sequences
    2015/11/20 by Tekin, Bugra, Rozantsev, Artem, Lepetit, Vincent +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. MeshUDF: Fast and Differentiable Meshing of Unsigned Distance Field Networks
    2021/11/29 by Guillard, Benoit, Stella, Federico, Fua, Pascal · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Beyond the Pixel-Wise Loss for Topology-Aware Delineation
    2017/12/06 by Mosinska, Agata, Marquez-Neila, Pablo, Kozinski, Mateusz +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Wide-Depth-Range 6D Object Pose Estimation in Space
    2021/04/01 by Hu, Yinlin, Speierer, Sebastien, Jakob, Wenzel +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Robotics (cs.RO)
  21. Segmentation-driven 6D Object Pose Estimation
    2018/12/06 by Hu, Yinlin, Hugonot, Joachim, Fua, Pascal +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. ISP: Multi-Layered Garment Draping with Implicit Sewing Patterns
    2023/05/23 by Ren Li, Benoît Guillard, Li, Ren +3 · 5 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Single-Stage 6D Object Pose Estimation
    2019/11/19 by Hu, Yinlin, Fua, Pascal, Wang, Wei +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
    2023/08/30 by Li, Jianning, Zhou, Zongwei, Yang, Jiancheng +154 · 5 citations
    #68T01 #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. DrapeNet: Garment Generation and Self-Supervised Draping
    2022/11/21 by De Luigi, Luca, Li, Ren, Guillard, Benoît +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Adversarial Parametric Pose Prior
    2021/12/08 by Davydov, Andrey, Remizova, Anastasia, Constantin, Victor +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. The WILDTRACK Multi-Camera Person Dataset
    2017/07/28 by Tatjana Chavdarova, Pierre Baqué, Chavdarova, Tatjana +15 · 2 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Autonomous Vehicle Technology and Safety
  28. FishEyeRecNet: A Multi-Context Collaborative Deep Network for Fisheye Image Rectification
    2018/04/13 by Yin, Xiaoqing, Wang, Xinchao, Yu, Jun +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Two-level Data Augmentation for Calibrated Multi-view Detection
    2022/10/19 by Martin Engilberge, Engilberge, Martin, Haixin Shi +5 · 3 citations
    Computer Science · #Advanced Vision and Imaging #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
  30. Recurrent U-Net for Resource-Constrained Segmentation
    2019/06/11 by Wei Wang, Wang, Wei, Kaicheng Yu +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition
  31. MeshSDF: Differentiable Iso-Surface Extraction
    2020/06/06 by Remelli, Edoardo, Lukoianov, Artem, Richter, Stephan R. +4 · 2 citations
    #30L05 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.4.8 #J.6
  32. Detecting Road Obstacles by Erasing Them
    2020/12/25 by Lis, Krzysztof, Honari, Sina, Fua, Pascal +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6 #I.4.9 #J.7
  33. Sketch2Mesh: Reconstructing and Editing 3D Shapes from Sketches
    2021/04/01 by Guillard, Benoit, Remelli, Edoardo, Yvernay, Pierre +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
    2022/11/21 by Nikita Durasov, Durasov, Nikita, Nik Dorndorf +3 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  35. DEBOSH: Deep Bayesian Shape Optimization
    2021/09/28 by Durasov, Nikita, Lukoyanov, Artem, Donier, Jonathan +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Learning to Align Sequential Actions in the Wild
    2021/11/17 by Liu, Weizhe, Tekin, Bugra, Coskun, Huseyin +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. What Players do with the Ball: A Physically Constrained Interaction\n Modeling
    2015/11/19 by Andrii Maksai, Maksai, Andrii, Xinchao Wang +3 · 2 citations
    Computer Science · Engineering · #Video Analysis and Summarization #Human Pose and Action Recognition #Human Motion and Animation
  38. GarNet++: Improving Fast and Accurate Static3D Cloth Draping by Curvature Loss
    2020/07/20 by Gundogdu, Erhan, Constantin, Victor, Parashar, Shaifali +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. Counting Stacked Objects
    2024/11/28 by Corentin Dumery, Noa Etté, Dumery, Corentin +11 · 4 citations
    Computer Science · #Image Processing and 3D Reconstruction #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
  40. LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
    2024/03/21 by Hantao Zhang, Zhang, Hantao, Liu, Yuhe +8 · 3 citations
    Medicine · #Advanced MRI Techniques and Applications
  41. Learning to Simulate Realistic LiDARs
    2022/09/22 by Benoît Guillard, Guillard, Benoit, Sai Vemprala +11 · 2 citations
    Physics and Astronomy · Environmental Science · Computer Science · #Advanced Optical Sensing Technologies #Remote Sensing and LiDAR Applications #Computer Graphics and Visualization Techniques
  42. GECCO: Geometrically-Conditioned Point Diffusion Models
    2023/03/10 by Michał J. Tyszkiewicz, Pascal Fua, Tyszkiewicz, Michał J. +3 · 2 citations
    Computer Science · Medicine · Engineering · #Generative Adversarial Networks and Image Synthesis #Advanced Neuroimaging Techniques and Applications #3D Shape Modeling and Analysis
  43. Pairwise-Constrained Implicit Functions for 3D Human Heart Modelling
    2023/07/16 by Hieu Van Le, Hieu Le, Jingyi Xu +8 · 1 voice · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Human Pose and Action Recognition #cs.CV
  44. Principled Parallel Mean-Field Inference for Discrete Random Fields
    2015/11/19 by Pierre Baqué, Timur Bagautdinov, Baqué, Pierre +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms
  45. Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition
    2016/11/28 by Bagautdinov, Timur, Alahi, Alexandre, Fleuret, François +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  46. Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning
    2021/04/22 by Weizhe Liu, David Ferstl, Liu, Weizhe +9 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  47. PartSDF: Part-Based Implicit Neural Representation for Composite 3D Shape Parametrization and Optimization
    2025/02/18 by Nicolas Talabot, Talabot, Nicolas, Olivier Clerc +7 · 4 citations
    Engineering · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Manufacturing Process and Optimization
  48. Learning to Reconstruct Texture-less Deformable Surfaces from a Single\n View
    2018/03/23 by Jan Bednařík, Pascal Fua, Bednařík, Jan +3 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping
    2018/11/27 by Gundogdu, Erhan, Constantin, Victor, Seifoddini, Amrollah +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  50. Garment Recovery with Shape and Deformation Priors
    2023/11/17 by Ren Li, Li, Ren, Corentin Dumery +5 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  51. Beyond Cartesian Representations for Local Descriptors
    2019/08/15 by Ebel, Patrick, Mishchuk, Anastasiia, Yi, Kwang Moo +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  52. Shape Reconstruction by Learning Differentiable Surface Representations
    2019/11/25 by Bednarik, Jan, Parashar, Shaifali, Gundogdu, Erhan +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  53. PCLs: Geometry-aware Neural Reconstruction of 3D Pose with Perspective Crop Layers
    2020/11/27 by Yu, Frank, Salzmann, Mathieu, Fua, Pascal +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  54. Leveraging Self-Supervision for Cross-Domain Crowd Counting
    2021/03/30 by Liu, Weizhe, Durasov, Nikita, Fua, Pascal · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  55. HybridSDF: Combining Deep Implicit Shapes and Geometric Primitives for 3D Shape Representation and Manipulation
    2021/09/22 by Vasu, Subeesh, Talabot, Nicolas, Lukoianov, Artem +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  56. IT3: Idempotent Test-Time Training
    2024/10/05 by Nikita Durasov, Durasov, Nikita, Assaf Shocher +9 · 1 voice · 2 citations
    #cs.CV
  57. Dyadic Human Motion Prediction
    2021/12/01 by Isinsu Katircioglu, Katircioglu, Isinsu, Costa Georgantas +5 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
  58. Perspective Flow Aggregation for Data-Limited 6D Object Pose Estimation
    2022/03/18 by Hu, Yinlin, Fua, Pascal, Salzmann, Mathieu · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  59. Neural Annotation Refinement: Development of a New 3D Dataset for Adrenal Gland Analysis
    2022/06/30 by Yang, Jiancheng, Shi, Rui, Wickramasinghe, Udaranga +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  60. Enabling Uncertainty Estimation in Iterative Neural Networks
    2024/03/25 by Nikita Durasov, Durasov, Nikita, Doruk Öner +7 · 2 citations
    Engineering · Computer Science · #Fault Detection and Control Systems #Neural Networks and Applications #Anomaly Detection Techniques and Applications
  61. DIG: Draping Implicit Garment over the Human Body
    2022/09/22 by Ren Li, Li, Ren, Benoît Guillard +5 · 1 citation
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
  62. Multi-view Tracking Using Weakly Supervised Human Motion Prediction
    2022/10/19 by Martin Engilberge, Weizhe Liu, Engilberge, Martin +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and 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
  63. LightNeuS: Neural Surface Reconstruction in Endoscopy using Illumination Decline
    2023/09/06 by Batlle, Víctor M., Montiel, José M. M., Fua, Pascal +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  64. MirrorCheck: Efficient Adversarial Defense for Vision-Language Models
    2024/06/13 by Fares, Samar, Ziu, Klea, Aremu, Toluwani +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  65. Real-time Free-view Human Rendering from Sparse-view RGB Videos using Double Unprojected Textures
    2024/12/17 by Guoxing Sun, Rishabh Dabral, Sun, Guoxing +9 · 2 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #3D Shape Modeling and Analysis #Advanced Vision and Imaging
  66. Predicting People's 3D Poses from Short Sequences
    2015/04/30 by Bugra Tekin, Xiaolu Sun, Tekin, Bugra +7 · 1 citation
    Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Video Surveillance and Tracking Methods