Liang, Jianming

14 publications

WACV 2025 ACE: Anatomically Consistent Embeddings in Composition and Decomposition Ziyu Zhou, Haozhe Luo, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Xiaowei Ding, Michael Gotway, Jianming Liang

WACV 2025 Foundation X: Integrating Classification Localization and Segmentation Through Lock-Release Pretraining Strategy for Chest X-Ray Analysis Nahid Ul Islam, DongAo Ma, Jiaxuan Pang, Shivasakthi Senthil Velan, Michael Gotway, Jianming Liang

WACV 2025 Learning Anatomy-Disease Entangled Representation Fatemeh Haghighi, Michael B. Gotway, Jianming Liang

CVPR 2024 Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang

MIDL 2023 CAiD: Context-Aware Instance Discrimination for Self-Supervised Learning in Medical Imaging Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang

CVPR 2022 DiRA: Discriminative, Restorative, and Adversarial Learning for Self-Supervised Medical Image Analysis Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang

NeurIPS 2022 Large-Batch Optimization for Dense Visual Predictions: Training Faster R-CNN in 4.2 Minutes Zeyue Xue, Jianming Liang, Guanglu Song, Zhuofan Zong, Liang Chen, Yu Liu, Ping Luo

ECCV 2022 Unifying Visual Perception by Dispersible Points Learning Jianming Liang, Guanglu Song, Biao Leng, Yu Liu

CVPR 2017 Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally Zongwei Zhou, Jae Shin, Lei Zhang, Suryakanth Gurudu, Michael Gotway, Jianming Liang

CVPR 2016 Automating Carotid Intima-Media Thickness Video Interpretation with Convolutional Neural Networks Jae Shin, Nima Tajbakhsh, R. Todd Hurst, Christopher B. Kendall, Jianming Liang

CVPR 2008 Accurate Polyp Segmentation for 3D CT Colongraphy Using Multi-Staged Probabilistic Binary Learning and Compositional Model Le Lu, Adrian Barbu, Matthias Wolf, Jianming Liang, Marcos Salganicoff, Dorin Comaniciu

ECCV 2008 Simultaneous Detection and Registration for Ileo-Cecal Valve Detection in 3D CT Colonography Le Lu, Adrian Barbu, Matthias Wolf, Jianming Liang, Luca Bogoni, Marcos Salganicoff, Dorin Comaniciu

CVPR 2007 Multiple Instance Learning of Pulmonary Embolism Detection with Geodesic Distance Along Vascular Structure Jinbo Bi, Jianming Liang

ICCV 1999 United Snakes Jianming Liang, Tim McInerney, Demetri Terzopoulos