Emir Konuk

16 papers A* 2Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Cost of Reasoning: Chain-of-Thought Induces Overconfidence in Vision-Language Models.
CoRR
Robert Welch, Emir Konuk, Kevin Smith
2025 J jnl
APLA: A Simple Adaptation Method for Vision Transformers.
CoRR
Moein Sorkhei, Emir Konuk, Kevin Smith, Christos Matsoukas
2025 — conf
Efficient Self-Supervised Adaptation for Medical Image Analysis.
ICCVW
Moein Sorkhei, Emir Konuk, Jingyu Guo, Chanjuan Meng, Christos Matsoukas, Kevin Smith
2025 J jnl
Efficient Self-Supervised Adaptation for Medical Image Analysis.
CoRR
Moein Sorkhei, Emir Konuk, Jingyu Guo, Christos Matsoukas, Kevin Smith
2025 J jnl
Learning What Helps: Task-Aligned Context Selection for Vision Tasks.
CoRR
Jingyu Guo, Emir Konuk, Fredrik Strand, Christos Matsoukas, Kevin Smith
2025 J jnl
VORTEX: Challenging CNNs at Texture Recognition by using Vision Transformers with Orderless and Randomized Token Encodings.
CoRR
Leonardo F. S. Scabini, Kallil M. C. Zielinski, Emir Konuk, Ricardo T. Fares, Lucas Correia Ribas, Kevin Smith, Odemir M. Bruno
2025 J jnl
k-NN as a Simple and Effective Estimator of Transferability.
Trans. Mach. Learn. Res.
Moein Sorkhei, Christos Matsoukas, Johan Fredin Haslum, Emir Konuk, Kevin Smith
2024 — conf
A Framework for Assessing Joint Human-AI Systems Based on Uncertainty Estimation.
MICCAI (10)
Emir Konuk, Robert Welch, Filip Christiansen, Elisabeth Epstein, Kevin Smith
2024 — conf
Deep Texture Feature Aggregation on Leaf Microscopy Images for Brazilian Plant Species Recognition.
ICMLT
Leonardo F. S. Scabini, Kallil M. C. Zielinski, Ricardo T. Fares, Emir Konuk, Gisele Miranda, Rosana Marta Kolb, Lucas Correia Ribas, Odemir M. Bruno
2024 A* conf
Learning from Offline Foundation Features with Tensor Augmentations.
NeurIPS
Emir Konuk, Christos Matsoukas, Moein Sorkhei, Phitchapha Lertsiravarameth, Kevin Smith
2024 J jnl
Learning from Offline Foundation Features with Tensor Augmentations.
CoRR
Emir Konuk, Christos Matsoukas, Moein Sorkhei, Phitchapha Lertsiravarameth, Kevin Smith
2024 — —
Robust and generalizable AI for medical image processing.
Emir Konuk
2020 J jnl
Adding Seemingly Uninformative Labels Helps in Low Data Regimes.
CoRR
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
2020 A* conf
Adding seemingly uninformative labels helps in low data regimes.
ICML
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
2019 — conf
An Empirical Study of the Relation Between Network Architecture and Complexity.
ICCV Workshops
Emir Konuk, Kevin Smith
2019 J jnl
An empirical study of the relation between network architecture and complexity.
CoRR
Emir Konuk, Kevin Smith