Kuluhan Binici

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Constructivist Learning

Knowledge Management

Top Venues

IEEE Robotics Autom. Lett.

Publications

Shivam Aggarwal, Kuluhan Binici, Tulika Mitra
CRISP: Hybrid Structured Sparsity for Class-Aware Model Pruning. DATE (2024)
Cihan Acar, Kuluhan Binici, Alp Tekirdag, Yan Wu
Visual-Policy Learning Through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks. IEEE Robotics Autom. Lett. 9 (1) (2024)
Kuluhan Binici, Weiming Wu, Tulika Mitra
Generalizing Teacher Networks for Effective Knowledge Distillation Across Student Architectures. CoRR (2024)
Shivam Aggarwal, Kuluhan Binici, Tulika Mitra
Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (6) (2024)
Shivam Aggarwal, Kuluhan Binici, Tulika Mitra
CRISP: Hybrid Structured Sparsity for Class-aware Model Pruning. CoRR (2023)
Cihan Acar, Kuluhan Binici, Alp Tekirdag, Wu Ya
Visual-Policy Learning through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks. CoRR (2023)
Shivam Aggarwal, Kuluhan Binici, Tulika Mitra
Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices. DATE (2023)
Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data. WACV (2022)
Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay. CoRR (2022)
Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay. AAAI (2022)
Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data. CoRR (2021)