| 2025 | MICCAI | WeakSupCon: Weakly Supervised Contrastive Learning for Encoder Pre-training. | Bodong Zhang, Hamid Manoochehri, Xiwen Li, Beatrice S. Knudsen, Tolga Tasdizen |
| 2025 | WACV | VISTA: A Visual and Textual Attention Dataset for Interpreting Multimodal Models. | Harshit, Tolga Tasdizen |
| 2025 | WACV | F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation. | Man Minh Ho, Shikha Dubey, Yosep Chong, Beatrice Knudsen, Tolga Tasdizen |
| 2025 | WACV | Joint Audio-Visual Idling Vehicle Detection with Streamlined Input Dependencies. | Xiwen Li, Rehman Mohammed, Tristalee Mangin, Surojit Saha, Kerry E. Kelly, Ross T. Whitaker, Tolga Tasdizen |
| 2024 | WACV | Analyzing the Domain Shift Immunity of Deep Homography Estimation. | Mingzhen Shao, Tolga Tasdizen, Sarang C. Joshi |
| 2022 | ICMLC | Adversarial Robust Classification by Conditional Generative Model Inversion. | Mitra Alirezaei, Tolga Tasdizen |
| 2022 | MICCAI | Stain Based Contrastive Co-training for Histopathological Image Analysis. | Bodong Zhang, Beatrice Knudsen, Deepika Sirohi, Alessandro Ferrero, Tolga Tasdizen |
| 2020 | ECAI | Inter-Slice Image Augmentation Based on Frame Interpolation for Boosting Medical Image Segmentation Accuracy. | Zhaotao Wu, Jia Wei, Wenguang Yuan, Jiabing Wang, Tolga Tasdizen |
| 2020 | MICCAI | Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields. | Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen |
| 2019 | MICCAI | Adversarial Regression Training for Visualizing the Progression of Chronic Obstructive Pulmonary Disease with Chest X-Rays. | Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen |
| 2019 | MICCAI | Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation from Multimodal Unpaired Images. | Wenguang Yuan, Jia Wei, Jiabing Wang, Qianli Ma, Tolga Tasdizen |
| 2018 | CVPR | Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation. | Mehran Javanmardi, Ricardo Bigolin Lanfredi, Mjdat etin, Tolga Tasdizen |
| 2017 | ICASSP | Disjunctive Normal Shape Boltzmann Machine. | Ertunc Erdil, Fitsum Mesadi, Tolga Tasdizen, Mjdat etin |
| 2016 | CVPR | MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors. | Ertunc Erdil, Sinan Yildirim, Mjdat etin, Tolga Tasdizen |
| 2016 | ECCV | Dendritic Spine Shape Analysis: A Clustering Perspective. | Muhammad Usman Ghani, Ertun Erdil, Smeyra Demir Kanik, Ali zgr Argunsah, Anna Felicity Hobbiss, Inbal Israely, Devrim nay, Tolga Tasdizen, Mjdat etin |
| 2016 | ECCV | SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image Segmentation. | Ting Liu, Miaomiao Zhang, Mehran Javanmardi, Nisha Ramesh, Tolga Tasdizen |
| 2016 | ICIP | Disjunctive normal level set: An efficient parametric implicit method. | Fitsum Mesadi, Mjdat etin, Tolga Tasdizen |
| 2016 | ICIP | Mutual exclusivity loss for semi-supervised deep learning. | Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen |
| 2015 | MICCAI | Disjunctive Normal Shape and Appearance Priors with Applications to Image Segmentation. | Fitsum Mesadi, Mjdat etin, Tolga Tasdizen |
| 2014 | ICIP | Cell tracking using particle filters with implicit convex shape model in 4D confocal microscopy images. | Nisha Ramesh, Tolga Tasdizen |
| 2013 | ICCV | Image Segmentation with Cascaded Hierarchical Models and Logistic Disjunctive Normal Networks. | Mojtaba Seyedhosseini, Mehdi Sajjadi, Tolga Tasdizen |
| 2013 | ICIP | Watershed merge forest classification for electron microscopy image stack segmentation. | Ting Liu, Mojtaba Seyedhosseini, Mark H. Ellisman, Tolga Tasdizen |
| 2013 | ICIP | Three-dimensional alignment and merging of confocal microscopy stacks. | Nisha Ramesh, Hideo Otsuna, Tolga Tasdizen |
| 2012 | ICPR | Watershed merge tree classification for electron microscopy image segmentation. | Ting Liu, Elizabeth Jurrus, Mojtaba Seyedhosseini, Mark H. Ellisman, Tolga Tasdizen |
| 2011 | IJCNN | Fast AdaBoost training using weighted novelty selection. | Mojtaba Seyedhosseini, Antnio R. C. Paiva, Tolga Tasdizen |
| 2011 | MICCAI | Detection of Neuron Membranes in Electron Microscopy Images Using Multi-scale Context and Radon-Like Features. | Mojtaba Seyedhosseini, Ritwik Kumar, Elizabeth Jurrus, Rick Giuly, Mark H. Ellisman, Hanspeter Pfister, Tolga Tasdizen |
| 2010 | ICASSP | Fast semi-supervised image segmentation by novelty selection. | Antnio R. C. Paiva, Tolga Tasdizen |
| 2010 | ICPR | Improving Undersampled MRI Reconstruction Using Non-local Means. | Ganesh Adluru, Tolga Tasdizen, Ross T. Whitaker, Edward V. R. Di Bella |
| 2010 | ICPR | Using Sequential Context for Image Analysis. | Antnio R. C. Paiva, Elizabeth Jurrus, Tolga Tasdizen |
| 2010 | ICPR | Detection of Salient Image Points Using Principal Subspace Manifold Structure. | Antnio R. C. Paiva, Tolga Tasdizen |
| 2010 | ICPR | Image Parsing with a Three-State Series Neural Network Classifier. | Mojtaba Seyedhosseini, Antnio R. C. Paiva, Tolga Tasdizen |
| 2009 | ICCV | Dimensionality reduction and principal surfaces via Kernel Map Manifolds. | Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker |
| 2009 | MICCAI | On the Manifold Structure of the Space of Brain Images. | Samuel Gerber, Tolga Tasdizen, Sarang C. Joshi, Ross T. Whitaker |
| 2008 | ICIP | Principal components for non-local means image denoising. | Tolga Tasdizen |
| 2007 | ICML | Robust non-linear dimensionality reduction using successive 1-dimensional Laplacian Eigenmaps. | Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker |
| 2006 | ECCV | Unsupervised Texture Segmentation with Nonparametric Neighborhood Statistics. | Suyash P. Awate, Tolga Tasdizen, Ross T. Whitaker |
| 2005 | ICIP | A geometric multigrid approach to solving the 2D inhomogeneous Laplace equation with internal Dirichlet boundary conditions. | Leo J. Grady, Tolga Tasdizen, Ross T. Whitaker |
| 2005 | ICIP | Enhancement of cell boundaries in transmission electron microscopy images. | Tolga Tasdizen, Ross T. Whitaker, Robert Marc, Bryan W. Jones |
| 2005 | MICCAI | MRI Tissue Classification with Neighborhood Statistics: A Nonparametric, Entropy-Minimizing Approach. | Tolga Tasdizen, Suyash P. Awate, Ross T. Whitaker, Norman L. Foster |
| 2000 | ICPR | Boundary Estimation from Intensity/Color Images with Algebraic Curve Models. | Tolga Tasdizen, David B. Cooper |
| 1999 | CVPR | Algebraic Curves That Work Better. | Tolga Tasdizen, Jean-Philippe Tarel, David B. Cooper |
| 1998 | ICCV | PIMs and Invariant Parts for Shape Recognition. | Zhibin Lei, Tolga Tasdizen, David B. Cooper |