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Koniusz, Piotr

  1. On Learning the Geodesic Path for Incremental Learning
    2021/04/17 by Simon, Christian, Koniusz, Piotr, Harandi, Mehrtash · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. Spectral Feature Augmentation for Graph Contrastive Learning and Beyond
    2022/12/02 by Zhang, Yifei, Zhu, Hao, Song, Zixing +2 · 11 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Deep Stacked Hierarchical Multi-patch Network for Image Deblurring
    2019/04/06 by Zhang, Hongguang, Dai, Yuchao, Li, Hongdong +1 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Meta-Learning for Multi-Label Few-Shot Classification
    2021/10/26 by Simon, Christian, Koniusz, Piotr, Harandi, Mehrtash · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching
    2022/03/26 by Yujiao Shi, Shi, Yujiao, Xin Yu +9 · 3 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  6. Few-Shot Learning via Saliency-guided Hallucination of Samples
    2019/04/06 by Hongguang Zhang, Zhang, Hongguang, Jing Zhang +3 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Visual Attention and Saliency Detection #Advanced Neural Network Applications
  7. Convolutional Kernel Networks
    2014/06/12 by Mairal, Julien, Koniusz, Piotr, Harchaoui, Zaid +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  8. Transductive Few-shot Learning with Prototype-based Label Propagation by Iterative Graph Refinement
    2023/04/23 by Zhu, Hao, Koniusz, Piotr · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors
    2016/11/24 by Koniusz, Piotr, Tas, Yusuf, Porikli, Fatih · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. CNN-based Action Recognition and Supervised Domain Adaptation on 3D Body Skeletons via Kernel Feature Maps
    2018/06/24 by Tas, Yusuf, Koniusz, Piotr · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Model Selection for Generalized Zero-shot Learning
    2018/11/08 by Zhang, Hongguang, Koniusz, Piotr · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Math Blind: Failures in Diagram Understanding Undermine Reasoning in MLLMs
    2025/03/26 by Sun, Yanpeng, Zhang, Shan, Tang, Wei +5 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Rethinking Class Relations: Absolute-relative Supervised and Unsupervised Few-shot Learning
    2020/01/12 by Zhang, Hongguang, Koniusz, Piotr, Jian, Songlei +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. 6DoF Object Pose Estimation via Differentiable Proxy Voting Loss
    2020/02/10 by Yu, Xin, Zhuang, Zheyu, Koniusz, Piotr +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Open Eyes, Then Reason: Fine-grained Visual Mathematical Understanding in MLLMs
    2025/01/11 by Zhang, Shan, Chen, Aotian, Sun, Yanpeng +6 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion
    2024/10/02 by Ding, Dexuan, Wang, Lei, Zhu, Liyun +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. From Saliency to DINO: Saliency-guided Vision Transformer for Few-shot Keypoint Detection
    2023/04/06 by Lu, Changsheng, Zhu, Hao, Koniusz, Piotr · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Pre-training with Random Orthogonal Projection Image Modeling
    2023/10/28 by Haghighat, Maryam, Moghadam, Peyman, Mohamed, Shaheer +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Motion meets Attention: Video Motion Prompts
    2024/07/03 by Chen, Qixiang, Wang, Lei, Koniusz, Piotr +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. Learning Gaussian Representation for Eye Fixation Prediction
    2024/03/21 by Song, Peipei, Zhang, Jing, Koniusz, Piotr +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment
    2024/02/07 by Lei Wang, Jun Liu, Wang, Lei +7 · 2 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis
  22. C3-OWD: A Curriculum Cross-modal Contrastive Learning Framework for Open-World Detection
    2025/09/27 by Wang, Siheng, Li, Zhengdao, Li, Yanshu +12 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. OpenKD: Opening Prompt Diversity for Zero- and Few-shot Keypoint Detection
    2024/09/30 by Changsheng Lu, Zheyuan Liu, Lu, Changsheng +3 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Image and Object Detection Techniques
  24. PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization
    2024/09/25 by Yao Ni, Shan Zhang, Ni, Yao +3 · 1 citation
    Engineering · #Advanced Fiber Optic Sensors #Advanced Optical Network Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optical Network Technologies