Kuluhan Binici
Ph.D. Student @ SoC, NUS
Computer Science PhD student at National University of Singapore. I am passionate about Machine learning and Computer Vision, skilled in problem solving with a strong basis in mathematics, communication and self-learning.
Condensed Data-Guided Privacy-Preserving Knowledge Distillation (under review)
Kuluhan Binici, Shivam Aggarwal, Cihan Acar, Pham Nam Trung, Karianto Leman, Gim Hee Lee, Tulika Mitra.
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay (AAAI 2022)
Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Tulika Mitra, Karianto Leman
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data (WACV 2022)
Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman