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2020 – today
- 2024
[j2]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): 691-698 (2024)- [j1]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): 1663-1676 (2024) - [c4]Shivam Aggarwal, Kuluhan Binici, Tulika Mitra:
CRISP: Hybrid Structured Sparsity for Class-Aware Model Pruning. DATE 2024: 1-6 - [i8]Kuluhan Binici, Weiming Wu, Tulika Mitra:
Generalizing Teacher Networks for Effective Knowledge Distillation Across Student Architectures. CoRR abs/2407.16040 (2024) - [i7]Aishik Nagar, Viktor Schlegel, Thanh-Tung Nguyen, Hao Li, Yuping Wu, Kuluhan Binici, Stefan Winkler:
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction. CoRR abs/2408.12249 (2024) - [i6]Kuluhan Binici, Shivam Aggarwal, Cihan Acar, Nam Trung Pham, Karianto Leman, Gim Hee Lee, Tulika Mitra:
Condensed Sample-Guided Model Inversion for Knowledge Distillation. CoRR abs/2408.13850 (2024) - [i5]Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler:
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues. CoRR abs/2408.14418 (2024) - 2023
- [c3]Shivam Aggarwal, Kuluhan Binici, Tulika Mitra:
Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices. DATE 2023: 1-6 - [i4]Cihan Acar, Kuluhan Binici, Alp Tekirdag, Wu Yan:
Visual-Policy Learning through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks. CoRR abs/2303.07026 (2023) - [i3]Shivam Aggarwal, Kuluhan Binici, Tulika Mitra:
CRISP: Hybrid Structured Sparsity for Class-aware Model Pruning. CoRR abs/2311.14272 (2023) - 2022
- [c2]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: 6089-6096 - [c1]Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman:
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data. WACV 2022: 3625-3633 - [i2]Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra:
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay. CoRR abs/2201.03019 (2022) - 2021
- [i1]Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman:
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data. CoRR abs/2108.05698 (2021)
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