Emir Konuk

According to our database, Emir Konuk authored at least 13 papers between 2019 and 2026.

Collaborative distances:

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

2026

The Cost of Reasoning: Chain-of-Thought Induces Overconfidence in Vision-Language Models.

Robert Welch, Emir Konuk, Kevin Smith

CoRR, March, 2026

VORTEX: Challenging CNNs at texture recognition by using vision transformers with orderless and randomized token encodings.

Leonardo F. S. Scabini, Kallil M. C. Zielinski, Emir Konuk, Ricardo T. Fares, Lucas Correia Ribas, Kevin Smith, Odemir M. Bruno

Neurocomputing, 2026

2025

Learning What Helps: Task-Aligned Context Selection for Vision Tasks.

Jingyu Guo, Emir Konuk, Fredrik Strand, Christos Matsoukas, Kevin Smith

CoRR, December, 2025

Efficient Self-Supervised Adaptation for Medical Image Analysis.

Moein Sorkhei, Emir Konuk, Jingyu Guo, Christos Matsoukas, Kevin Smith

CoRR, March, 2025

APLA: A Simple Adaptation Method for Vision Transformers.

Moein Sorkhei, Emir Konuk, Kevin Smith, Christos Matsoukas

CoRR, March, 2025

k-NN as a Simple and Effective Estimator of Transferability.

Moein Sorkhei, Christos Matsoukas, Johan Fredin Haslum, Emir Konuk, Kevin Smith

Trans. Mach. Learn. Res., 2025

Efficient Self-Supervised Adaptation for Medical Image Analysis.

Moein Sorkhei, Emir Konuk, Jingyu Guo, Chanjuan Meng, Christos Matsoukas, Kevin Smith

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

Robust and generalizable AI for medical image processing.

Emir Konuk

PhD thesis, 2024

Learning from Offline Foundation Features with Tensor Augmentations.

Emir Konuk, Christos Matsoukas, Moein Sorkhei, Phitchapha Lertsiravarameth, Kevin Smith

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

A Framework for Assessing Joint Human-AI Systems Based on Uncertainty Estimation.

Emir Konuk, Robert Welch, Filip Christiansen, Elisabeth Epstein, Kevin Smith

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Deep Texture Feature Aggregation on Leaf Microscopy Images for Brazilian Plant Species Recognition.

Leonardo F. S. Scabini, Kallil M. C. Zielinski, Ricardo T. Fares, Emir Konuk, Gisele Miranda, Rosana Marta Kolb, Lucas Correia Ribas, Odemir M. Bruno

Proceedings of the 2024 9th International Conference on Machine Learning Technologies, 2024

2020

Adding seemingly uninformative labels helps in low data regimes.

Christos Matsoukas, Albert Bou I Hernandez, Yue Liu, Karin Dembrower, Gisele Miranda, Emir Konuk, Johan Fredin Haslum, Athanasios Zouzos, Peter Lindholm, Fredrik Strand, Kevin Smith

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

An Empirical Study of the Relation Between Network Architecture and Complexity.

Emir Konuk, Kevin Smith

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019