Usman Akram

29 papers A 1C 2Misc 1Journal 15Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Transformers as Implicit State Estimators: In-Context Learning in Dynamical Systems.
Trans. Mach. Learn. Res.
Usman Akram, Haris Vikalo
2025 J jnl
Fed-REACT: Federated Representation Learning for Heterogeneous and Evolving Data.
CoRR
Yiyue Chen, Usman Akram, Chianing Wang, Haris Vikalo
2025 — conf
Federated Self-Supervised Learning for Automatic Modulation Classification in Heterogeneous Settings.
SPAWC
Usman Akram, Yiyue Chen, Haris Vikalo
2025 J jnl
Federated Self-Supervised Learning for Automatic Modulation Classification under Non-IID and Class-Imbalanced Data.
CoRR
Usman Akram, Yiyue Chen, Haris Vikalo
2025 J jnl
Robust Super-Capacity SRS Channel Inpainting via Diffusion Models.
CoRR
Usman Akram, Fan Zhang, Yang Li, Haris Vikalo
2025 Misc conf
Super Capacity SRS Design for 5G and beyond using Channel In-painting.
ICASSP
Usman Akram, Fan Zhang, Shawn Ma, Yang Li, Haris Vikalo
2025 J jnl
YOLOatr : Deep Learning Based Automatic Target Detection and Localization in Thermal Infrared Imagery.
CoRR
Aon Safdar, Usman Akram, Muhammad Waseem Anwar, Basit Malik, Mian Ibad Ali
2024 J jnl
Can Transformers In-Context Learn Behavior of a Linear Dynamical System?
CoRR
Usman Akram, Haris Vikalo
2024 J jnl
Classification of 4 types of White blood cell images.
CoRR
Rabia Asghar, Arslan Shaukat, Usman Akram, Rimsha Tariq
2023 J jnl
PCG classification through spectrogram using transfer learning.
Biomed. Signal Process. Control.
Shahid Ismail Malik, Basit Ismail, Imran Siddiqi, Usman Akram
2022 J jnl
Heart rate estimation in PPG signals using Convolutional-Recurrent Regressor.
Comput. Biol. Medicine
Shahid Ismail Malik, Imran Siddiqi, Usman Akram
2022 A conf
MoDLF: a model-driven deep learning framework for autonomous vehicle perception (AVP).
MoDELS
Aon Safdar, Farooque Azam, Muhammad Waseem Anwar, Usman Akram, Yawar Rasheed
2021 C conf
Automatic Prostate Cancer Grading Using Deep Architectures.
AICCSA
Muhammad Mohsin, Arslan Shaukat, Usman Akram, Muhammad Kaab Zarrar
2021 J jnl
Heart rate tracking in photoplethysmography signals affected by motion artifacts: a review.
EURASIP J. Adv. Signal Process.
Shahid Ismail Malik, Usman Akram, Imran Siddiqi
2020 J jnl
A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax using Class-Imbalanced Chest X-rays Dataset.
CoRR
Tahira Iqbal, Arslan Shaukat, Usman Akram, Zartasha Mustansar, Yung-Cheol Byun
2020 J jnl
Automatic Diagnosis of Pneumothorax from Chest Radiographs: A Systematic Literature Review.
CoRR
Tahira Iqbal, Arslan Shaukat, Usman Akram
2019 J jnl
CPS-based fully automatic cardiac left ventricle and left atrium segmentation in 3D MRI.
J. Intell. Fuzzy Syst.
Ibtihaj Ahmad, Farhan Hussain, Shoab Ahmad Khan, Usman Akram, Gwanggil Jeon
2019 J jnl
Diabetic retinopathy detection through novel tetragonal local octa patterns and extreme learning machines.
Artif. Intell. Medicine
Tahira Nazir, Aun Irtaza, Zain Shabbir, Ali Javed, Usman Akram, Muhammad Tariq Mahmood
2019 — conf
Towards Automatic Recognition of Sounds Observed in Daily Living Activity.
ICCI*CC
Arslan Shaukat, Ammar Younis, Usman Akram, Muhammad Mohsin, Zartasha Mustansar
2019 — conf
Towards Automatic Recognition of Sounds Observed in Daily Living Activity.
ICCI*CC
Arslan Shaukat, Ammar Younis, Usman Akram, Muhammad Mohsin, Zartasha Mustansar
2018 J jnl
Localization and classification of heart beats in phonocardiography signals - a comprehensive review.
EURASIP J. Adv. Signal Process.
Shahid Ismail Malik, Imran Siddiqi, Usman Akram
2018 — conf
Terrorist Network Analysis and Identification of Main Actors Using Machine Learning Techniques.
ICIT
Jawairia Rasheed, Usman Akram, Ahmed Kamran Malik
2017 — conf
Automatic gleason grading of prostate cancer using Gabor filter and local binary patterns.
TSP
Muhammad Tahir Farooq, Arslan Shaukat, Usman Akram, Omer Waqas, Masood Ahmad
2016 — conf
Indoor Localization Using Improved Multinomial Naïve Bayes Technique.
AECIA
Muhammad Aziz Ul Haq, Hammid Mehmood Allahdita Kamboh, Usman Akram, Amer Sohail, Hifsa Iram
2016 — conf
Unsupervised Neural Network optimized with Sequential Quadratic Programming for Linear and Non-Linear Dynamical Systems.
ICSPS
Muhammad Kashan Basit, Arslan Shaukat, Usman Akram, Umair Zafar Khan
2015 — conf
WML: Wireless Sensor Network based Machine Learning for Leakage Detection and Size Estimation.
EUSPN/ICTH
Sidra Rashid, Usman Akram, Shoab Ahmed Khan
2014 — conf
Ensuring Data Security by AES for Global Software Development in Cloud Computing.
ICITCS
Muhammad Usman, Usman Akram
2014 — conf
Wireless Sensor Network for Distributed Event Detection Based on Machine Learning.
iThings/GreenCom/CPSCom
Sidra Rashid, Usman Akram, Saad B. Qaisar, Shoab Ahmed Khan, Emad A. Felemban
2012 C conf
Light CS cooperation/coordination - a Lightweight Collaboration Suite for Groupware.
CollaborateCom
Tatiana Smirnova, Usman Akram, Jelena Markovic, Tonima Mukherjee, Imran Ahmad, Abdullah Feroz, Nikitia Mehta, Sahar Vahadatii, Ekaterina Sirazitdinova, Elyas Esnaashari, Masood Azizi, Nils Jeners, Wolfgang Gräther, Vo Gunal, Emrah Ozkan, Lusine Stepanyan, Nasim Khadem