Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay. - Kuluhan Binici; Shivam Aggarwal; Nam Trung Pham; Karianto Leman; Tulika Mitra (AAAI, 2022)

Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data. - Kuluhan Binici; Nam Trung Pham; Tulika Mitra; Karianto Leman (WACV, 2022)

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)

Generalizing Teacher Networks for Effective Knowledge Distillation Across Student Architectures. - Kuluhan Binici; Weiming Wu; Tulika Mitra (BMVC, 2024)

CRISP: Hybrid Structured Sparsity for Class-Aware Model Pruning. - Shivam Aggarwal; Kuluhan Binici; Tulika Mitra (DATE, 2024)

LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction. - Aishik Nagar; Viktor Schlegel; Thanh-Tung Nguyen; Hao Li 074; Yuping Wu 001; Kuluhan Binici; Stefan Winkler 001 (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)

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 002 (IEEE Robotics Autom. Lett., 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., 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 001 (AAAI, 2025)