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Mehrtash Harandi

  1. Hierarchical Neural Architecture Search for Deep Stereo Matching
    2020/10/26 by Xuelian Cheng, Cheng, Xuelian, Yiran Zhong +13 · 13 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. Scissorhands: Scrub Data Influence via Connection Sensitivity in Networks
    2024/01/11 by Jing Wu, Wu, Jing, Mehrtash Harandi +1 · 13 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data
  3. Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective
    2018/03/29 by Jing Zhang, Tong Zhang, Zhang, Jing +7 · 12 citations
    Computer Science · #Visual Attention and Saliency Detection #Advanced Neural Network Applications #Mobile Crowdsensing and Crowdsourcing
  4. Rethinking Generalization in Few-Shot Classification
    2022/06/15 by M. Hiller, Rongkai Ma, Hiller, Markus +5 · 8 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  5. Generalized BackPropagation, Étude De Cas: Orthogonality
    2016/11/17 by Mehrtash Harandi, Harandi, Mehrtash, Basura Fernando +1 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Image Retrieval and Classification Techniques
  6. Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental\n Learning
    2021/03/06 by Ali Cheraghian, Cheraghian, Ali, Shafin Rahman +9 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  7. HAC++: Towards 100X Compression of 3D Gaussian Splatting
    2025/01/21 by Yihang Chen, Chen, Yihang, Qianyi Wu +7 · 14 citations
    Medicine · Engineering · Computer Science · #Medical Imaging Techniques and Applications #Industrial Vision Systems and Defect Detection #Advanced Data Storage Technologies
  8. From Manifold to Manifold: Geometry-Aware Dimensionality Reduction for\n SPD Matrices
    2014/07/04 by Mehrtash Harandi, Mathieu Salzmann, Harandi, Mehrtash T. +3 · 3 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
  9. Implicit Motion Handling for Video Camouflaged Object Detection
    2022/03/14 by Xuelian Cheng, Cheng, Xuelian, Huan Xiong +11 · 5 citations
    Computer Science · #Visual Attention and Saliency Detection #Image Enhancement Techniques #Image and Video Quality Assessment
  10. Continual Test-time Domain Adaptation via Dynamic Sample Selection
    2023/10/05 by Yanshuo Wang, Wang, Yanshuo, Jie Hong +11 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  11. Curved Geometric Networks for Visual Anomaly Recognition
    2022/08/02 by Jie Hong, Hong, Jie, Pengfei Fang +9 · 5 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Human Pose and Action Recognition
  12. On Generalizing Beyond Domains in Cross-Domain Continual Learning
    2022/03/08 by Christian Simon, Simon, Christian, Masoud Faraki +13 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  13. Neural Collaborative Subspace Clustering
    2019/04/24 by Tong Zhang, Zhang, Tong, Pan Ji +7 · 4 citations
    Computer Science · #Face and Expression Recognition #Advanced Clustering Algorithms Research #Neural Networks and Applications
  14. Vector Quantized Wasserstein Auto-Encoder
    2023/02/12 by Tung-Long Vuong, Vuong, Tung-Long, Trung Le +11 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  15. Concealing Sensitive Samples against Gradient Leakage in Federated Learning
    2022/09/13 by Jing Wu, Wu, Jing, Munawar Hayat +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  16. Text-Enhanced Data-free Approach for Federated Class-Incremental Learning
    2024/03/21 by Minh Tuan Tran, Trung Le, Tran, Minh-Tuan +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Text and Document Classification Technologies
  17. Backpropagation-free Network for 3D Test-time Adaptation
    2024/03/27 by Yanshuo Wang, Ali Cheraghian, Wang, Yanshuo +17 · 3 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 #Industrial Vision Systems and Defect Detection
  18. 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
  19. 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
  20. Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization
    2025/01/22 by Haocheng Luo, Luo, Haocheng, Tuan Truong +9 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Medical Image Segmentation Techniques
  21. Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task
    2022/01/11 by Himashi Peiris, Zhaolin Chen, Peiris, Himashi +5 · 1 citation
    Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  22. Deep Laparoscopic Stereo Matching with Transformers
    2022/07/25 by Xuelian Cheng, Yiran Zhong, Cheng, Xuelian +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation
    2022/06/15 by M. Hiller, Hiller, Markus, Mehrtash Harandi +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation
    2022/09/16 by Himashi Peiris, Munawar Hayat, Peiris, Himashi +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 #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
  25. CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction
    2023/06/01 by Mevan Ekanayake, Zhifeng Chen, Ekanayake, Mevan +7 · 1 citation
    Medicine · #Advanced MRI Techniques and Applications #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) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  26. A Differentiable Distance Approximation for Fairer Image Classification
    2022/10/09 by Nicholas Rosa, Tom Drummond, Rosa, Nicholas +3 · 1 citation
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. Learning Deep Optimal Embeddings with Sinkhorn Divergences
    2022/09/14 by Soumava Kumar Roy, Roy, Soumava Kumar, Mehrtash Harandi +4 · 1 citation
    Computer Science · #AI in cancer detection #Digital Imaging for Blood Diseases #Human Pose and Action Recognition
  28. Adaptive Poincaré Point to Set Distance for Few-Shot Classification
    2021/12/03 by Rongkai Ma, Pengfei Fang, Ma, Rongkai +5 · 1 citation
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  29. Unleashing Diffusion Transformers for Visual Correspondence by Modulating Massive Activations
    2025/05/24 by Chaofan Gan, Yuanpeng Tu, Gan, Chaofan +11 · 5 citations
    Engineering · Neuroscience · #Advanced Optical Imaging Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual perception and processing mechanisms
  30. FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models
    2024/07/16 by Pengxiang Li, Li, Pengxiang, Zhi Gao +15 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech and dialogue systems