Erhan Bas

According to our database, Erhan Bas authored at least 27 papers between 2010 and 2025.

Collaborative distances:

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

2025

Decipher-MR: A Vision-Language Foundation Model for 3D MRI Representations.

Zhijian Yang, Noel DSouza, Istvan Megyeri, Xiaojian Xu, Amin Honarmandi Shandiz, Farzin Haddadpour, Krisztian Koos, László Ruskó, Emanuele Valeriano, Bharadwaj Swaninathan, Lei Wu, Parminder Bhatia, Taha A. Kass-Hout, Erhan Bas

CoRR, September, 2025

Multi Anatomy X-Ray Foundation Model.

Nishank Singla, Krisztian Koos, Farzin Haddadpour, Amin Honarmandi Shandiz, Lovish Chum, Xiaojian Xu, Qing Jin, Erhan Bas

CoRR, September, 2025

Modality-Independent Explainable Detection of Inaccurate Organ Segmentations Using Denoising Autoencoders.

Levente Lippenszky, István Megyeri, Krisztian Koos, Zsófia Karancsi, Borbála Deák-Karancsi, András Frontó, Makk Árpád, Attila Rádics, Erhan Bas, László Ruskó

CoRR, April, 2025

Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation.

Aishik Konwer, Zhijian Yang, Erhan Bas, Cao Xiao, Prateek Prasanna, Parminder Bhatia, Taha A. Kass-Hout

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Let's Go Shopping (LGS) - Web-Scale Image-Text Dataset for Visual Concept Understanding.

Yatong Bai, Utsav Garg, Apaar Shanker, Haoming Zhang, Samyak Parajuli, Erhan Bas, Isidora Filipovic, Amelia N. Chu, Eugenia D. Fomitcheva, Elliot Branson, Aerin Kim, Somayeh Sojoudi, Kyunghyun Cho

CoRR, 2024

Detecting and Preventing Hallucinations in Large Vision Language Models.

Anisha Gunjal, Jihan Yin, Erhan Bas

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

On the Performance of Multimodal Language Models.

Utsav Garg, Erhan Bas

CoRR, 2023

Relaxing Contrastiveness in Multimodal Representation Learning.

Zudi Lin, Erhan Bas, Kunwar Yashraj Singh, Gurumurthy Swaminathan, Rahul Bhotika

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Masked Vision and Language Modeling for Multi-modal Representation Learning.

Gukyeong Kwon, Zhaowei Cai, Avinash Ravichandran, Erhan Bas, Rahul Bhotika, Stefano Soatto

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

X-DETR: A Versatile Architecture for Instance-wise Vision-Language Tasks.

Zhaowei Cai, Gukyeong Kwon, Avinash Ravichandran, Erhan Bas, Zhuowen Tu, Rahul Bhotika, Stefano Soatto

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

End-to-end Piece-wise Unwarping of Document Images.

Sagnik Das, Kunwar Yashraj Singh, Jon Wu, Erhan Bas, Vijay Mahadevan, Rahul Bhotika, Dimitris Samaras

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2013

Contour-based shape representation using principal curves.

Esra Ataer Cansizoglu, Erhan Bas, Jayashree Kalpathy-Cramer, Gregory C. Sharp, Deniz Erdogmus

Pattern Recognit., 2013

2012

Local tracing of curvilinear structures in volumetric color images: Application to the Brainbow analysis.

Erhan Bas, Deniz Erdogmus, R. W. Draft, Jeff W. Lichtman

J. Vis. Commun. Image Represent., 2012

Retinal vasculature segmentation using principal spanning forests.

Erhan Bas, Esra Ataer Cansizoglu, Deniz Erdogmus, Jayashree Kalpathy-Cramer

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011

Connectivity of projected high dimensional data charts on one-dimensional curves.

Erhan Bas, Deniz Erdogmus

Signal Process., 2011

Principal Curves as Skeletons of Tubular Objects - Locally Characterizing the Structures of Axons.

Erhan Bas, Deniz Erdogmus

Neuroinformatics, 2011

Automated extraction of blood vessel networks from 3D microscopy image stacks via multi-scale principal curve tracing.

Erhan Bas, Nastaran Ghadarghadar, Deniz Erdogmus

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A ridge scorewith application to piecewise linear neural reconstruction.

Erhan Bas, Deniz Erdogmus

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Sampling on locally defined principal manifolds.

Erhan Bas, Deniz Erdogmus

Proceedings of the IEEE International Conference on Acoustics, 2011

Polytope kernel density estimates on Delaunay graphs.

Erhan Bas, Deniz Erdogmus

Proceedings of the IEEE International Conference on Acoustics, 2011

Principal Curved Based Retinal Vessel Segmentation towards Diagnosis of Retinal Diseases.

Sheng You, Erhan Bas, Deniz Erdogmus, Jayashree Kalpathy-Cramer

Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011

Extraction of samples from airway and vessel trees in 3D lung CT based on a multi-scale principal curve tracing algorithm.

Sheng You, Erhan Bas, Deniz Erdogmus

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Principal curve based semi-automatic segmentation of organs in 3D-CT.

Sheng You, Erhan Bas, Esra Ataer Cansizoglu, Jayashree Kalpathy-Cramer, Deniz Erdogmus

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Centerline extraction with principal curve tracing to improve 3D level set esophagus segmentation in CT images.

Sila Kurugol, Erhan Bas, Deniz Erdogmus, Jennifer G. Dy, Gregory C. Sharp, Dana H. Brooks

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Motion flow analysis in cell videos using a multi-level clustering method.

Esra Ataer Cansizoglu, Nastaran Ghadarghadar, Ramin Zareian, Erhan Bas, Jeffrey W. Ruberti, Deniz Erdogmus

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Piecewise linear cylinder models for 3-dimensional axon segmentation in brainbow imagery.

Erhan Bas, Deniz Erdogmus

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Principal curve tracing.

Erhan Bas, Deniz Erdogmus

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010