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Mathieu Salzmann

  1. Evaluating the Search Phase of Neural Architecture Search
    2019/02/21 by Kaicheng Yu, Christian Sciuto, Yu, Kaicheng +7 · 2 voices · 3 citations
    #cs.LG #stat.ML
  2. SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation
    2021/04/30 by Robin Chan, Chan, Robin, Krzysztof Lis +15 · 18 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
  3. GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence
    2023/11/23 by Van Nguyen Nguyen, Nguyen, Van Nguyen, Thibault Groueix +5 · 22 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Advanced Neural Network Applications #Image and Object Detection Techniques
  4. Deep Subspace Clustering Networks
    2017/09/08 by Pan Ji, Ji, Pan, Tong Zhang +7 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Speech and Audio Processing #Video Surveillance and Tracking Methods
  5. 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
  6. History Repeats Itself: Human Motion Prediction via Motion Attention
    2020/07/23 by Wei Mao, Miaomiao Liu, Mao, Wei +3 · 9 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Video Analysis and Summarization
  7. CLIP the Gap: A Single Domain Generalization Approach for Object Detection
    2023/01/13 by Vidit Vidit, Vidit, Vidit, Martin Engilberge +3 · 11 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
  8. Generating Smooth Pose Sequences for Diverse Human Motion Prediction
    2021/08/19 by Wei Mao, Miaomiao Liu, Mao, Wei +3 · 7 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
  9. Progressive Correspondence Pruning by Consensus Learning
    2021/01/03 by Chen Zhao, Yixiao Ge, Zhao, Chen +9 · 6 citations
    Engineering · Computer Science · Earth and Planetary Sciences · #Robotics and Sensor-Based Localization #Advanced Image and Video Retrieval Techniques #3D Surveying and Cultural Heritage
  10. GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control
    2024/12/15 by Mariam Hassan, Hassan, Mariam, Sebastian Stapf +37 · 17 citations
    Engineering · Computer Science · #Human Motion and Animation #Image Processing and 3D Reconstruction #Simulation and Modeling Applications
  11. TempSAL -- Uncovering Temporal Information for Deep Saliency Prediction
    2023/01/05 by Bahar Aydemir, Aydemir, Bahar, Ludo Hoffstetter +7 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  12. Structured Prediction of 3D Human Pose with Deep Neural Networks
    2016/05/17 by Bugra Tekin, Tekin, Bugra, Isinsu Katircioglu +7 · 9 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Advanced Vision and Imaging #3D Shape Modeling and Analysis
  13. NOPE: Novel Object Pose Estimation from a Single Image
    2023/03/23 by Van Nguyen Nguyen, Nguyen, Van Nguyen, Thibault Groueix +7 · 6 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robot Manipulation and Learning
  14. Robust Outlier Rejection for 3D Registration with Variational Bayes
    2023/04/04 by Haobo Jiang, Zheng Dang, Jiang, Haobo +9 · 7 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Industrial Vision Systems and Defect Detection
  15. LiDAR-NeRF: Novel LiDAR View Synthesis via Neural Radiance Fields
    2023/04/20 by Tao Tang, Tao, Tang, Longfei Gao +15 · 6 citations
    Computer Science · Earth and Planetary Sciences · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Surveying and Cultural Heritage
  16. SE(3) Diffusion Model-based Point Cloud Registration for Robust 6D Object Pose Estimation
    2023/10/26 by Haobo Jiang, Mathieu Salzmann, Jiang, Haobo +7 · 7 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
  17. All Seeds Are Not Equal: Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds
    2024/11/27 by Shuangqi Li, Li, Shuangqi, Hieu Le +5 · 10 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
  18. Templates for 3D Object Pose Estimation Revisited: Generalization to New Objects and Robustness to Occlusions
    2022/03/31 by Van Nguyen Nguyen, Nguyen, Van Nguyen, Yinlin Hu +7 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
  19. HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields
    2024/01/01 by Haozhe Qi, Chen Zhao, Qi, Haozhe +5 · 5 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Robot Manipulation and Learning
  20. From Manifold to Manifold: Geometry-Aware Dimensionality Reduction for\n SPD Matrices
    2014/07/04 by Mehrtash Harandi, Mathieu Salzmann, Harandi, Mehrtash T. +3 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Sparse and Compressive Sensing Techniques
  21. Vision Transformer Adapters for Generalizable Multitask Learning
    2023/08/23 by Deblina Bhattacharjee, Sabine Süsstrunk, Bhattacharjee, Deblina +3 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  22. Compression-aware Training of Deep Networks
    2017/11/07 by Jose M. Álvarez, Mathieu Salzmann, Alvarez, Jose M. +1 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms
  23. Fast Adversarial Training with Adaptive Step Size
    2022/06/06 by Zhichao Huang, Yanbo Fan, Huang, Zhichao +13 · 3 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
  24. 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
  25. QT-DoG: Quantization-aware Training for Domain Generalization
    2024/10/08 by Saqib Javed, Javed, Saqib, Hieu Le +3 · 5 citations
    Computer Science · Engineering · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Robotics (cs.RO)
  26. Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy
    2022/03/31 by Tong Zhang, Congpei Qiu, Zhang, Tong +7 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Remote-Sensing Image Classification
  27. Bregman Divergences for Infinite Dimensional Covariance Matrices
    2014/03/18 by Mehrtash Harandi, Harandi, Mehrtash, Mathieu Salzmann +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 #Video Surveillance and Tracking Methods
  28. Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices
    2014/12/12 by Sadeep Jayasumana, Richard Hartley, Jayasumana, Sadeep +7 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Video Surveillance and Tracking Methods
  29. Learning to Reconstruct Texture-less Deformable Surfaces from a Single\n View
    2018/03/23 by Jan Bednařík, Bednařík, Jan, Pascal Fua +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
  30. Diffusion-based Speech Enhancement with Schrödinger Bridge and Symmetric Noise Schedule
    2024/09/08 by Siyi Wang, Siyi Liu, Wang, Siyi +9 · 3 citations
    Computer Science · #Advanced Data Compression Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  31. Temporally Compressed 3D Gaussian Splatting for Dynamic Scenes
    2024/12/07 by Saqib Javed, Javed, Saqib, A. Khan +7 · 3 citations
    Computer Science · #Video Surveillance and Tracking Methods #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
  32. Data Augmentation via Latent Diffusion for Saliency Prediction
    2024/09/11 by Bahar Aydemir, Aydemir, Bahar, Deblina Bhattacharjee +7 · 2 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Diverse Topics in Contemporary Research #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Visual Attention and Saliency Detection
  33. 6Img-to-3D: Few-Image Large-Scale Outdoor Driving Scene Reconstruction
    2024/04/18 by Théo Gieruc, Marius Kästingschäfer, Gieruc, Théo +5 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Advanced Neural Network Applications
  34. 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
  35. Fusing Local Similarities for Retrieval-based 3D Orientation Estimation\n of Unseen Objects
    2022/03/16 by Chen Zhao, Yinlin Hu, Zhao, Chen +3 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  36. Robust Binary Models by Pruning Randomly-initialized Networks
    2022/02/03 by Chen Liu, Liu, Chen, Ziqi Zhao +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
  37. MatchNorm: Learning-based Point Cloud Registration for 6D Object Pose Estimation in the Real World
    2022/03/29 by Zheng Dang, Lizhou Wang, Dang, Zheng +5 · 1 citation
    Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics and Sensor-Based Localization
  38. Knowledge Distillation for 6D Pose Estimation by Aligning Distributions of Local Predictions
    2022/05/30 by Shuxuan Guo, Yinlin Hu, Guo, Shuxuan +5 · 1 citation
    Computer Science · Engineering · #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) #Robot Manipulation and Learning
  39. Rigidity-Aware Detection for 6D Object Pose Estimation
    2023/03/22 by Yang Hai, Hai, Yang, Rui Song +7 · 1 citation
    Engineering · Computer Science · #Robot Manipulation and Learning #Advanced Neural Network Applications #Robotics and Sensor-Based Localization
  40. Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange
    2024/04/11 by Yanhao Wu, Tong Zhang, Wu, Yanhao +9 · 1 citation
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  41. 3D-Aware Hypothesis & Verification for Generalizable Relative Object Pose Estimation
    2023/10/05 by Chen Zhao, Zhao, Chen, Tong Zhang +3 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  42. Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression
    2025/02/14 by Megh Shukla, Shukla, Megh, Shameem, Aziz +4 · 2 citations
    Computer Science · #Face and Expression Recognition
  43. Free-Moving Object Reconstruction and Pose Estimation with Virtual Camera
    2024/05/09 by Haixin Shi, Yinlin Hu, Shi, Haixin +9 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image and Object Detection Techniques #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  44. MotionMap: Representing Multimodality in Human Pose Forecasting
    2024/12/25 by Reyhaneh Hosseininejad, Hosseininejad, Reyhaneh, Megh Shukla +7 · 2 citations
    Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multidisciplinary Science and Engineering Research #Time Series Analysis and Forecasting #electronic engineering #information engineering
  45. KroQuant: Kronecker-Structured Block Transforms for Efficient Post-Training Quantization of Diffusion Transformers
    2026/07/23 by Yann Bouquet, Alireza Khodamoradi, Kristof Denolf +1
    #cs.LG #cs.CV