Training Strategy for Limited Labeled Data by Learning from Confusion. - Azeez Idris; Mohammed Khaleel; Wallapak Tavanapong; Jung-Hwan Oh 001; Piet C. de Groen (ICIP, 2022)

Severity Classification of Ulcerative Colitis in Colonoscopy Videos by Learning from Confusion. - Md Farhad Mokter; Azeez Idris; Jung-Hwan Oh 001; Wallapak Tavanapong; Piet C. de Groen (ISVC (1), 2022)

IDCIA: Immunocytochemistry Dataset for Cellular Image Analysis. - Abdurahman Ali Mohammed; Catherine Fonder; Donald S. Sakaguchi; Wallapak Tavanapong; Surya K. Mallapragada; Azeez Idris (MMSys, 2023)

ActiveConfusion: Efficient Cold-Start Active Learning Using Pretext Task Confusion. - Azeez Idris; Wallapak Tavanapong (ISVC (1), 2024)

VisActive: Visual-concept-based Active Learning for Image Classification under Class Imbalance. - Mohammed Khaleel; Azeez Idris; Wallapak Tavanapong; Jacob Pratt; Jung-Hwan Oh 001; Piet C. de Groen (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Synthesized Image Training Techniques: On Improving Model Performance Using Confusion. - Azeez Idris; Mohammed Khaleel; Wallapak Tavanapong; Piet C. de Groen (ACM Trans. Multim. Comput. Commun. Appl., 2025)