Halil Ibrahim Gulluk

According to our database, Halil Ibrahim Gulluk authored at least 7 papers between 2021 and 2026.

Collaborative distances:

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

2026

MAM-CLIP: Vision-Language Pretraining on Mammography Atlases for BI-RADS Classification.

Halil Ibrahim Gulluk, Olivier Gevaert

CoRR, May, 2026

Improving Medical VQA through Trajectory-Aware Process Supervision.

Halil Ibrahim Gulluk, Olivier Gevaert

CoRR, May, 2026

SemEnrich: Self-Supervised Semantic Enrichment of Radiology Reports for Vision-Language Learning.

Halil Ibrahim Gulluk, Olivier Gevaert

CoRR, April, 2026

2023

Globally Optimal Training of Neural Networks with Threshold Activation Functions.

Tolga Ergen, Halil Ibrahim Gulluk, Jonathan Lacotte, Mert Pilanci

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data.

Ryumei Nakada, Halil Ibrahim Gulluk, Zhun Deng, Wenlong Ji, James Zou, Linjun Zhang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2021

Towards Sample-efficient Overparameterized Meta-learning.

Yue Sun, Adhyyan Narang, Halil Ibrahim Gulluk, Samet Oymak, Maryam Fazel

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sample Efficient Subspace-Based Representations for Nonlinear Meta-Learning.

Halil Ibrahim Gulluk, Yue Sun, Samet Oymak, Maryam Fazel

Proceedings of the IEEE International Conference on Acoustics, 2021