Sharmen Akhter

15 papers A* 1B 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Robust 3D pose estimation via occlusion-aware training and test time adaptation.
ICT Express
Md. Imtiaz Hossain, Sharmen Akhter, SungJun Yang, Eui-Nam Huh
2026 J jnl
Whole dataset context-aware prediction on the null values in time series data for faster inferencing with low complexity.
Inf. Process. Manag.
Sharmen Akhter, Nosin Ibna Mahbub, Junyoung Park, Eui-Nam Huh
2025 J jnl
Complexity-Aware Dynamic Gradient Shifting: A Novel Soft Supervision Training Strategy for 3D Pose Estimation and Regression Learning.
IEEE Trans. Circuits Syst. Video Technol.
Md. Imtiaz Hossain, Sharmen Akhter, Choong Seon Hong, Eui-Nam Huh
2025 B conf
MSTH-Former: Optimizing Workload Prediction in Edge-Cloud Continuum with Multi-Scale Temporal and Hierarchical Knowledge Convergence and Distillation.
CLOUD
Sharmen Akhter, Eui-Nam Huh
2025 A* conf
Single Teacher, Multiple Perspectives: Teacher Knowledge Augmentation for Enhanced Knowledge Distillation.
ICLR
Md. Imtiaz Hossain, Sharmen Akhter, Choong Seon Hong, Eui-Nam Huh
2025 J jnl
Why logit distillation works: A novel knowledge distillation technique by deriving target augmentation and logits distortion.
Inf. Process. Manag.
Md. Imtiaz Hossain, Sharmen Akhter, Nosin Ibna Mahbub, Choong Seon Hong, Eui-Nam Huh
2024 J jnl
EnParaNet: a novel deep learning architecture for faster prediction using low-computational resource devices.
Neural Comput. Appl.
Sharmen Akhter, Md. Imtiaz Hossain, Md. Delowar Hossain, Choong Seon Hong, Eui-Nam Huh
2024 — conf
OCCL-Former: Data Augmentation Driven Occlusion-Aware Inter-Body Parts Relationship Learning for 3D Pose Estimation.
METAVERSE
Md. Imtiaz Hossain, Sharmen Akhter, SungJun Yang, Eui-Nam Huh
2024 J jnl
PURF: Improving teacher representations by imposing smoothness constraints for knowledge distillation.
Appl. Soft Comput.
Md. Imtiaz Hossain, Sharmen Akhter, Choong Seon Hong, Eui-Nam Huh
2024 J jnl
Robustness of Workload Forecasting Models in Cloud Data Centers: A White-Box Adversarial Attack Perspective.
IEEE Access
Nosin Ibna Mahbub, Md. Delowar Hossain, Sharmen Akhter, Md. Imtiaz Hossain, Kimoon Jeong, Eui-Nam Huh
2023 — conf
Computation Offloading Strategy Based on Multi-armed Bandit Learning in Microservice-enabled Vehicular Edge Computing Networks.
ICOIN
Md. Delowar Hossain, Tangina Sultana, Sharmen Akhter, Md. Imtiaz Hossain, Ga-Won Lee, Choong Seon Hong, Eui-Nam Huh
2023 — conf
Multi-Person 3D Pose Estimation in Mobile Edge Computing Devices for Real-Time Applications.
ICOIN
Md. Imtiaz Hossain, Sharmen Akhter, Md. Delowar Hossain, Choong Seon Hong, Eui-Nam Huh
2023 — conf
ParaNet: A Single Blocked Network for Mobile Edge Computing Devices.
ICOIN
Sharmen Akhter, Md. Imtiaz Hossain, Md. Delowar Hossain, Choong Seon Hong, Eui-Nam Huh
2023 J jnl
The role of microservice approach in edge computing: Opportunities, challenges, and research directions.
ICT Express
Md. Delowar Hossain, Tangina Sultana, Sharmen Akhter, Md. Imtiaz Hossain, Ngo Thien Thu, Luan N. T. Huynh, Ga-Won Lee, Eui-Nam Huh
2022 J jnl
NeuRes: Highly Activated Neurons Responses Transfer via Distilling Sparse Activation Maps.
IEEE Access
Sharmen Akhter, Md. Imtiaz Hossain, Md. Delowar Hossain, Eui-Nam Huh