Publications (9)
Modernizing CNN-based Weather Forecast Model towards Higher Computational Efficiency
Minjong Cheon, Eunhan Goo, Su-Hyeon Shin +2
Recently, AI-based weather forecast models have achieved impressive advances. These models have reached accuracy levels comparable to traditional NWP systems, marking a significant…
Sequential Embedding-based Attentive (SEA) classifier for malware classification
Muhammad Ahmed, Anam Qureshi, Jawwad Ahmed Shamsi +1
The tremendous growth in smart devices has uplifted several security threats. One of the most prominent threats is malicious software also known as malware. Malware has the capabil…
Large Language Models in Game Development: Implications for Gameplay, Playability, and Player Experience
Keeryn Johnson, Muhammad Ahmed, Charlie Lang +3
This paper investigates how the integration of large language models influences gameplay, playability, and player experience in game development. We report a collaborative autoethn…
Learning by Aligning 2D Skeleton Sequences and Multi-Modality Fusion
Quoc-Huy Tran, Muhammad Ahmed, Murad Popattia +3
This paper presents a self-supervised temporal video alignment framework which is useful for several fine-grained human activity understanding applications. In contrast with the st…
Formalization of Transform Methods in Higher-order Logic: A Survey
Muhammad Ahmed, Adnan Rashid
Most of the engineering and physical systems are generally characterized by differential and difference equations based on their continuous-time and discrete-time dynamics, respect…
Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment Alignment
Quoc-Huy Tran, Ahmed Mehmood, Muhammad Ahmed +4
This paper presents an unsupervised transformer-based framework for temporal activity segmentation which leverages not only frame-level cues but also segment-level cues. This is in…