Ferdous Sohel

1. Cost Sensitive Learning of Deep Feature Representations from Imbalanced\n Data
   2015/08/14 by Salman Khan, Munawar Hayat, Khan, Salman H. +7 · 10 citations
   Computer Science · Medicine · Health Professions · #Imbalanced Data Classification Techniques #Retinal Imaging and Analysis #Artificial Intelligence in Healthcare
2. A Comprehensive Performance Evaluation of 3D Local Feature Descriptors
   2015/04/15 by Yulan Guo, Mohammed Bennamoun, Ferdous Sohel +3 · 11 citations
   Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
3. Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation
   2021/07/25 by Lian Xu, Xu, Lian, Wanli Ouyang +9 · 6 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Visual Attention and Saliency Detection
4. Anti-aliasing Deep Image Classifiers using Novel Depth Adaptive Blurring and Activation Function
   2021/10/03 by Tahmid Hossain, Shyh Wei Teng, Hossain, Md Tahmid +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
5. Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation
   2024/03/02 by Lian Xu, Mohammed Bennamoun, Xu, Lian +9 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification
6. RCNN for Region of Interest Detection in Whole Slide Images
   2020/09/16 by Anupiya Nugaliyadde, Kok Wai Wong, Nugaliyadde, A +13 · 1 citation
   Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #AI in cancer detection #Cell Image Analysis Techniques #COVID-19 diagnosis using AI
7. An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec
   2024/02/02 by Linping Xu, Xu, Linping, Jiawei Jiang +17 · 2 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
8. Advancing Multimodal Fusion on Heterogeneous Medical Data with Hybrid Geometry Attention
   2026/07/21 by Joy Dhar, Manish Kumar Pandey, Nayyar Zaidi +4
   #cs.CV