Muhammad Usama | DeepAI

AI Chat

Featured Co-authors

Dusit Niyato
258 publications
Yi Ren
101 publications
Björn W. Schuller
99 publications
Wenwu Wang
79 publications
Dinh Thai Hoang
78 publications
Junaid Qadir
65 publications
Raja Jurdak
59 publications
Björn Schuller
58 publications
Ala Al-Fuqaha
55 publications
Siddique Latif
38 publications
Xulong Zhang
36 publications

∙ 09/12/2023

Action Segmentation Using 2D Skeleton Heatmaps

This paper presents a 2D skeleton-based action segmentation method with ...

0 Syed Waleed Hyder, et al. ∙

∙ 08/24/2023

Sparks of Large Audio Models: A Survey and Outlook

This survey paper provides a comprehensive overview of the recent advanc...

0 Siddique Latif, et al. ∙

∙ 07/12/2023

Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers

Despite recent advancements in speech emotion recognition (SER) models, ...

0 Siddique Latif, et al. ∙

∙ 05/01/2023

Emotions Beyond Words: Non-Speech Audio Emotion Recognition With Edge Computing

Non-speech emotion recognition has a wide range of applications includin...

0 Ibrahim Malik, et al. ∙

∙ 11/14/2022

AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path

Automated emotion recognition (AER) technology can detect humans' emotio...

0 Siddique Latif, et al. ∙

∙ 05/10/2022

Privacy Enhancement for Cloud-Based Few-Shot Learning

Requiring less data for accurate models, few-shot learning has shown rob...

0 Archit Parnami, et al. ∙

∙ 02/11/2022

Vehicle and License Plate Recognition with Novel Dataset for Toll Collection

We propose an automatic framework for toll collection, consisting of thr...

0 Muhammad Usama, et al. ∙

∙ 01/03/2021

Fake Visual Content Detection Using Two-Stream Convolutional Neural Networks

Rapid progress in adversarial learning has enabled the generation of rea...

5 Bilal Yousaf, et al. ∙

∙ 12/22/2020

Intelligent Resource Allocation in Dense LoRa Networks using Deep Reinforcement Learning

The anticipated increase in the count of IoT devices in the coming years...

7 Inaam Ilahi, et al. ∙

∙ 11/18/2020

A First Look at COVID-19 Messages on WhatsApp in Pakistan

The worldwide spread of COVID-19 has prompted extensive online discussio...

0 R. Tallal Javed, et al. ∙

∙ 09/05/2020

Examining Machine Learning for 5G and Beyond through an Adversarial Lens

Spurred by the recent advances in deep learning to harness rich informat...

0 Muhammad Usama, et al. ∙

∙ 01/27/2020

Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning

Deep Reinforcement Learning (DRL) has numerous applications in the real ...

23 Inaam Ilahi, et al. ∙

∙ 09/26/2019

Adversarial Machine Learning Attack on Modulation Classification

Modulation classification is an important component of cognitive self-dr...

1 Muhammad Usama, et al. ∙

∙ 09/26/2019

Adversarial ML Attack on Self Organizing Cellular Networks

Deep Neural Networks (DNN) have been widely adopted in self-organizing n...

1 Salah-ud-din Farooq, et al. ∙

∙ 08/01/2019

Black-box Adversarial ML Attack on Modulation Classification

Recently, many deep neural networks (DNN) based modulation classificatio...

1 Muhammad Usama, et al. ∙

∙ 06/17/2019

Robotic Navigation using Entropy-Based Exploration

Robotic navigation concerns the task in which a robot should be able to ...

0 Muhammad Usama, et al. ∙

∙ 06/17/2019

Learning-Driven Exploration for Reinforcement Learning

Deep reinforcement learning algorithms have been shown to learn complex ...

0 Muhammad Usama, et al. ∙

∙ 06/03/2019

The Adversarial Machine Learning Conundrum: Can The Insecurity of ML Become The Achilles' Heel of Cognitive Networks?

The holy grail of networking is to create cognitive networks that organi...

1 Muhammad Usama, et al. ∙

∙ 05/29/2019

Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward

Connected and autonomous vehicles (CAVs) will form the backbone of futur...

1 Adnan Qayyum, et al. ∙

∙ 03/25/2019

Caveat emptor: the risks of using big data for human development

Big data revolution promises to be instrumental in facilitating sustaina...

1 Siddique Latif, et al. ∙

∙ 11/22/2018

Towards Robust Neural Networks with Lipschitz Continuity

Deep neural networks have shown remarkable performance across a wide ran...

0 Muhammad Usama, et al. ∙

∙ 09/26/2018

Adversarial Attacks on Cognitive Self-Organizing Networks: The Challenge and the Way Forward

Future communications and data networks are expected to be largely cogni...

1 Muhammad Usama, et al. ∙

∙ 04/09/2018

On Analyzing Self-Driving Networks: A Systems Thinking Approach

The networking field has recently started to incorporate artificial inte...

1 Touseef Yaqoob, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world