Kuluhan Binici

17 papers A* 3A 4Journal 10
YearRankTypeTitle / Venue / Authors
2026 A* conf
Condensed Data Expansion Using Model Inversion for Knowledge Distillation.
AAAI
Kuluhan Binici, Shivam Aggarwal, Cihan Acar, Nam Trung Pham, Karianto Leman, Gim Hee Lee, Tulika Mitra
2025 A* conf
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues.
AAAI
Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler
2024 A conf
CRISP: Hybrid Structured Sparsity for Class-Aware Model Pruning.
DATE
Shivam Aggarwal, Kuluhan Binici, Tulika Mitra
2024 J jnl
Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Shivam Aggarwal, Kuluhan Binici, Tulika Mitra
2024 J jnl
Condensed Sample-Guided Model Inversion for Knowledge Distillation.
CoRR
Kuluhan Binici, Shivam Aggarwal, Cihan Acar, Nam Trung Pham, Karianto Leman, Gim Hee Lee, Tulika Mitra
2024 A conf
Generalizing Teacher Networks for Effective Knowledge Distillation Across Student Architectures.
BMVC
Kuluhan Binici, Weiming Wu, Tulika Mitra
2024 J jnl
Generalizing Teacher Networks for Effective Knowledge Distillation Across Student Architectures.
CoRR
Kuluhan Binici, Weiming Wu, Tulika Mitra
2024 J jnl
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction.
CoRR
Aishik Nagar, Viktor Schlegel, Thanh-Tung Nguyen, Hao Li, Yuping Wu, Kuluhan Binici, Stefan Winkler
2024 J jnl
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues.
CoRR
Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler
2024 J jnl
Visual-Policy Learning Through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks.
IEEE Robotics Autom. Lett.
Cihan Acar, Kuluhan Binici, Alp Tekirdag, Yan Wu
2023 J jnl
CRISP: Hybrid Structured Sparsity for Class-aware Model Pruning.
CoRR
Shivam Aggarwal, Kuluhan Binici, Tulika Mitra
2023 A conf
Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices.
DATE
Shivam Aggarwal, Kuluhan Binici, Tulika Mitra
2023 J jnl
Visual-Policy Learning through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks.
CoRR
Cihan Acar, Kuluhan Binici, Alp Tekirdag, Wu Yan
2022 A conf
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data.
WACV
Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman
2022 A* conf
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay.
AAAI
Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra
2022 J jnl
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay.
CoRR
Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra
2021 J jnl
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data.
CoRR
Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman