Vol. 2 No. 01 (2021): Advances in Intelligent Computing, Data Analytics and Digital Systems

Articles

• Vision Transformers for Image Recognition and Dense Prediction: From Patch-Based Attention to Hierarchical Architectures

  Yuki Nakamura (Author)

• Self-Supervised Visual Representation Learning: Contrastive, Siamese, Clustering, and Self-Distillation Approaches

  Mohammed Al-Sayegh (Author)

• Tiny Machine Learning for Resource-Constrained IoT Devices: Efficient Architectures, Quantization, and Hardware-Aware Inference

  Ana-Maria Ionescu (Author)

• RTO and RPO Optimization Using Asynchronous Replication in Multi-Petabyte Enterprise Storage Environments

  Mohammed Nazir (Author)

• Deep Reinforcement Learning for Computation Offloading and Dynamic Resource Allocation in Mobile Edge Computing

  Victor Mensah (Author)