Kemal Oksuz

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Recall Precision

Pac Learnability

Object Detectors

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Samyak Jain, Ekdeep Singh Lubana, Kemal Oksuz, Tom Joy, Philip H. S. Torr, Amartya Sanyal, Puneet K. Dokania
What Makes and Breaks Safety Fine-tuning? A Mechanistic Study. CoRR (2024)
Feyza Yavuz, Baris Can Cam, Adnan Harun Dogan, Kemal Oksuz, Emre Akbas, Sinan Kalkan
Bucketed Ranking-based Losses for Efficient Training of Object Detectors. CoRR (2024)
Selim Kuzucu, Kemal Oksuz, Jonathan Sadeghi, Puneet K. Dokania
On Calibration of Object Detectors: Pitfalls, Evaluation and Baselines. CoRR (2024)
Zeynep Sonat Baltaci, Kemal Oksuz, Selim Kuzucu, K. Tezoren, B. K. Konar, A. Ozkan, Emre Akbas, Sinan Kalkan
Class Uncertainty: A Measure to Mitigate Class Imbalance. CoRR (2023)
Kemal Oksuz, Tom Joy, Puneet K. Dokania
Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration. CVPR (2023)
Fehmi Kahraman, Kemal Oksuz, Sinan Kalkan, Emre Akbas
Correlation Loss: Enforcing Correlation between Classification and Localization. CoRR (2023)
Kemal Oksuz, Selim Kuzucu, Tom Joy, Puneet K. Dokania
MoCaE: Mixture of Calibrated Experts Significantly Improves Object Detection. CoRR (2023)
Francisco Eiras, Kemal Oksuz, Adel Bibi, Philip H. S. Torr, Puneet K. Dokania
Segment, Select, Correct: A Framework for Weakly-Supervised Referring Segmentation. CoRR (2023)
Kemal Oksuz, Tom Joy, Puneet K. Dokania
Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration. CoRR (2023)
Fehmi Kahraman, Kemal Oksuz, Sinan Kalkan, Emre Akbas
Correlation Loss: Enforcing Correlation between Classification and Localization. AAAI (2023)
Kemal Oksuz, Baris Can Cam, Sinan Kalkan, Emre Akbas
One Metric to Measure Them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
Rank & Sort Loss for Object Detection and Instance Segmentation. ICCV (2021)
Kemal Oksuz, Baris Can Cam, Fehmi Kahraman, Zeynep Sonat Baltaci, Sinan Kalkan, Emre Akbas
Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation. BMVC (2021)
Kemal Oksuz, Baris Can Cam, Sinan Kalkan, Emre Akbas
Imbalance Problems in Object Detection: A Review. IEEE Trans. Pattern Anal. Mach. Intell. 43 (10) (2021)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
Rank & Sort Loss for Object Detection and Instance Segmentation. CoRR (2021)
Kemal Oksuz, Baris Can Cam, Fehmi Kahraman, Zeynep Sonat Baltaci, Sinan Kalkan, Emre Akbas
Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation. CoRR (2021)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
Generating Positive Bounding Boxes for Balanced Training of Object Detectors. WACV (2020)
Kemal Oksuz, Baris Can Cam, Sinan Kalkan, Emre Akbas
One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks. CoRR (2020)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection. CoRR (2020)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection. NeurIPS (2020)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
Generating Positive Bounding Boxes for Balanced Training of Object Detectors. CoRR (2019)
Kemal Oksuz, Baris Can Cam, Sinan Kalkan, Emre Akbas
Imbalance Problems in Object Detection: A Review. CoRR (2019)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
Localization Recall Precision (LRP): A New Performance Metric for Object Detection. ECCV (7) (2018)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
Localization Recall Precision (LRP): A New Performance Metric for Object Detection. CoRR (2018)
Kemal Oksuz, Ali Taylan Cemgil
Deficiency aware subpattern assignment. SIU (2017)
Kemal Oksuz, Ali Taylan Cemgil
The comparison of the performances of global nearest neighbor and probability hypothesis density filter for varying clutter rates. SIU (2016)