Kuluhan Binici

According to our database, Kuluhan Binici authored at least 10 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices.

Shivam Aggarwal, Kuluhan Binici, Tulika Mitra

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., June, 2024

Visual-Policy Learning Through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks.

Cihan Acar, Kuluhan Binici, Alp Tekirdag, Yan Wu

IEEE Robotics Autom. Lett., January, 2024

MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues.

Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler

CoRR, 2024

Condensed Sample-Guided Model Inversion for Knowledge Distillation.

Kuluhan Binici, Shivam Aggarwal, Cihan Acar, Nam Trung Pham, Karianto Leman, Gim Hee Lee, Tulika Mitra

CoRR, 2024

LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction.

Aishik Nagar, Viktor Schlegel, Thanh-Tung Nguyen, Hao Li, Yuping Wu, Kuluhan Binici, Stefan Winkler

CoRR, 2024

Generalizing Teacher Networks for Effective Knowledge Distillation Across Student Architectures.

Kuluhan Binici, Weiming Wu, Tulika Mitra

CoRR, 2024

CRISP: Hybrid Structured Sparsity for Class-Aware Model Pruning.

Shivam Aggarwal, Kuluhan Binici, Tulika Mitra

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Visual-Policy Learning through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks.

Cihan Acar, Kuluhan Binici, Alp Tekirdag, Wu Yan

CoRR, 2023

2022

Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data.

Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay.

Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022