Osmar R. Zai͏̈ane

1. U2-Net: Going deeper with nested U-structure for salient object detection
   2020/05/16 by Xuebin Qin, Zichen Zhang, Chenyang Huang +5 · 103 citations
   Computer Science · Neuroscience · #Advanced Image and Video Retrieval Techniques #Face Recognition and Perception #Visual Attention and Saliency Detection
2. UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer
   2021/09/09 by Haonan Wang, Peng Cao, Wang, Haonan +5 · 29 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #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) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
3. FaithDial: A Faithful Benchmark for Information-Seeking Dialogue
   2022/04/22 by Nouha Dziri, Dziri, Nouha, Ehsan Kamalloo +11 · 20 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
4. On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?
   2022/04/17 by Nouha Dziri, Dziri, Nouha, Sivan Milton +7 · 16 citations
   Social Sciences · Psychology · Computer Science · #Misinformation and Its Impacts #Mental Health via Writing #Machine Learning in Healthcare
5. Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation
   2023/12/23 by Haonan Wang, Wang, Haonan, Peng Cao +7 · 3 citations
   Engineering · Medicine · #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) #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
6. A multi-component framework for the analysis and design of explainable artificial intelligence
   2020/05/05 by Shahin Atakishiyev, Atakishiyev, S., Housam Khalifa Bashier Babiker +15 · 1 citation
   Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
7. Exploring Best Practices for ECG Pre-Processing in Machine Learning
   2023/11/02 by Amir Salimi, Salimi, Amir, Sunil V. Kalmady +7 · 1 citation
   Medicine · Neuroscience · #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Heart Rate Variability and Autonomic Control #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering