Kuluhan Binici

Researcher, SAP Labs

Joined

May 2021

Names

Kuluhan Binici (Preferred)

Emails

****@comp.nus.edu.sg (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

SAP Labs (sap.com)

2024 – Present

PhD student

National University of Singapore (nus.edu.sg)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Tulika Mitra

2020 – 2024

Expertise

Knowledge Distillation

Present

Computer Vision

Present

Efficient AI

Present

Publications

Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay
Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra
- OpenReview Archive Direct Upload
- Readers: Everyone
Preventing catastrophic forgetting and distribution mismatch in knowledge distillation via synthetic data
Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman
- OpenReview Archive Direct Upload
- Readers: Everyone
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
- AI4X 2025 Oral
- Readers: Everyone
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
- AAAI 2025
- Readers: Everyone
Generalizing Teacher Networks for Effective Knowledge Distillation Across Student Architectures
Kuluhan Binici, Weiming Wu, Tulika Mitra
- BMVC 2024
- Readers: Everyone
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data
Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman
- 2022 (modified: 12 Nov 2022)
- WACV 2022
- Readers: Everyone
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay
Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra
- 2022 (modified: 12 Nov 2022)
- AAAI 2022
- Readers: Everyone

Kuluhan Binici

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

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

Preventing catastrophic forgetting and distribution mismatch in knowledge distillation via synthetic data

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

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

Generalizing Teacher Networks for Effective Knowledge Distillation Across Student Architectures

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

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

Co-Authors