Elif Ceren Gok Yildirim

According to our database, Elif Ceren Gok Yildirim authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Sculpting [CLS] Features for Pre-Trained Model-Based Class-Incremental Learning.

Murat Onur Yildirim, Elif Ceren Gok Yildirim, Joaquin Vanschoren

CoRR, February, 2025

2024

Continual Learning on a Data Diet.

Elif Ceren Gok Yildirim, Murat Onur Yildirim, Joaquin Vanschoren

CoRR, 2024

FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse Experts.

Murat Onur Yildirim, Elif Ceren Gok Yildirim, Decebal Constantin Mocanu, Joaquin Vanschoren

CoRR, 2024

2023

Continual Learning with Dynamic Sparse Training: Exploring Algorithms for Effective Model Updates.

Murat Onur Yildirim, Elif Ceren Gok Yildirim, Ghada Sokar, Decebal Constantin Mocanu, Joaquin Vanschoren

CoRR, 2023

Adaptive Regularization for Class-Incremental Learning.

Elif Ceren Gok Yildirim, Murat Onur Yildirim, Mert Kilickaya, Joaquin Vanschoren

CoRR, 2023