Usama, Muhammad

1. Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning
   2020/01/27 by Ilahi, Inaam, Usama, Muhammad, Qadir, Junaid +4 · 8 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Sparks of Large Audio Models: A Survey and Outlook
   2023/08/24 by Latif, Siddique, Shoukat, Moazzam, Shamshad, Fahad +8 · 5 citations
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
3. Transformers in Speech Processing: A Survey
   2023/03/21 by Siddique Latif, Aun Zaidi, Latif, Siddique +9 · 2 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering
4. Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers
   2023/07/12 by Siddique Latif, Muhammad Usama, Latif, Siddique +5 · 2 citations
   Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
5. Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges
   2017/09/19 by Usama, Muhammad, Qadir, Junaid, Raza, Aunn +5 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
6. Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion
   2023/09/12 by Hyder, Syed Waleed, Usama, Muhammad, Zafar, Anas +5 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. A First Look at COVID-19 Messages on WhatsApp in Pakistan
   2020/11/18 by Javed, R. Tallal, Shuja, Mirza Elaaf, Usama, Muhammad +5 · 1 citation
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
8. Examining Machine Learning for 5G and Beyond through an Adversarial Lens
   2020/09/05 by Usama, Muhammad, Mitra, Rupendra Nath, Ilahi, Inaam +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
9. Emotions Beyond Words: Non-Speech Audio Emotion Recognition With Edge Computing
   2023/05/01 by Malik, Ibrahim, Latif, Siddique, Manzoor, Sanaullah +3 · 1 citation
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
10. Analysing the Robustness of Vision-Language-Models to Common Corruptions
    2025/04/18 by Usama, Muhammad, Asim, Syeda Aishah, Ali, Syed Bilal +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences