7 citations · 7 across the 4 of their papers we have counts for
4 papers
Smart Sampling: Self-Attention and Bootstrapping for Improved Ensembled Q-Learning
Muhammad Junaid Khan, Syed Hammad Ahmed, Gita Sukthankar
We present a novel method aimed at enhancing the sample efficiency of ensemble Q learning. Our proposed approach integrates multi-head self-attention into the ensembled Q networks…
Enhanced Multimodal Content Moderation of Children's Videos using Audiovisual Fusion
Syed Hammad Ahmed, Muhammad Junaid Khan, Gita Sukthankar
Due to the rise in video content creation targeted towards children, there is a need for robust content moderation schemes for video hosting platforms. A video that is visually ben…
The Potential of Vision-Language Models for Content Moderation of Children's Videos
Syed Hammad Ahmed, Shengnan Hu, Gita Sukthankar
Natural language supervision has been shown to be effective for zero-shot learning in many computer vision tasks, such as object detection and activity recognition. However, genera…
Malicious or Benign? Towards Effective Content Moderation for Children's Videos
Syed Hammad Ahmed, Muhammad Junaid Khan, H. M. Umer Qaisar +1
Online video platforms receive hundreds of hours of uploads every minute, making manual content moderation impossible. Unfortunately, the most vulnerable consumers of malicious vid…