Azizpour, Hossein
- CNN Features off-the-shelf: an Astounding Baseline for Recognition
2014/03/23 by Ali Sharif Razavian, Razavian, Ali Sharif, Hossein Azizpour +5 · 1 voice · 70 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Human Pose and Action Recognition #cs.CV
- Explainability Techniques for Graph Convolutional Networks
2019/05/31 by Federico Baldassarre, Hossein Azizpour, Baldassarre, Federico +1 · 15 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
- Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels
2021/05/10 by Erik Englesson, Englesson, Erik, Hossein Azizpour +1 · 10 citations
Computer Science · Mathematics · #Advanced Statistical Methods and Models #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- PatchDropout: Economizing Vision Transformers Using Patch Dropout
2022/08/10 by Yue Liu, Liu, Yue, C. Matsoukas +9 · 1 voice · 2 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Domain Adaptation and Few-Shot Learning #cs.CV #cs.LG
- Bayesian Uncertainty Estimation for Batch Normalized Deep Networks
2018/02/18 by Teye, Mattias, Azizpour, Hossein, Smith, Kevin · 3 citations
#FOS: Computer and information sciences #Machine Learning (stat.ML)
- Consistency Regularization Can Improve Robustness to Label Noise
2021/10/04 by Erik Englesson, Hossein Azizpour, Englesson, Erik +1 · 2 citations
Computer Science · Engineering · #Machine Learning and Data Classification #Industrial Vision Systems and Defect Detection #Advanced Neural Network Applications
- Logistic-Normal Likelihoods for Heteroscedastic Label Noise
2023/04/06 by Englesson, Erik, Mehrpanah, Amir, Azizpour, Hossein · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration
2024/06/25 by Hafner, Sebastian, Fang, Heng, Azizpour, Hossein +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic\n Masking of Cancer
2021/12/02 by Moein Sorkhei, Sorkhei, Moein, Yue Liu +15 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Digital Radiography and Breast Imaging #Global Cancer Incidence and Screening
- On the Lipschitz Constant of Deep Networks and Double Descent
2023/01/28 by Gamba, Matteo, Azizpour, Hossein, Björkman, Mårten · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation
2023/07/27 by Marc Botet Colomer, Pier Luigi Dovesi, Colomer, Marc Botet +15 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Diff-SPORT: Diffusion-based Sensor Placement Optimization and Reconstruction of Turbulent flows in urban environments
2025/05/30 by Abhijeet Vishwasrao, Vishwasrao, Abhijeet, Sai Bharath Chandra Gutha +15 · 3 citations
Engineering · Environmental Science · #Artificial Intelligence (cs.AI) #Evacuation and Crowd Dynamics #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Wind and Air Flow Studies
- Inverse Problems with Diffusion Models: A MAP Estimation Perspective
2024/07/27 by Sai Bharath Chandra Gutha, Gutha, Sai Bharath Chandra, Ricardo Vinuesa +3 · 2 citations
Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical Methods and Inference