Doermann, David

29 publications

NeurIPS 2025 AutoEdit: Automatic Hyperparameter Tuning for Image Editing Chau Pham, Quan Dao, Mahesh Bhosale, Yunjie Tian, Dimitris N. Metaxas, David Doermann

CVPR 2025 DFM: Differentiable Feature Matching for Anomaly Detection Sheng Wu, Yimi Wang, Xudong Liu, Yuguang Yang, Runqi Wang, Guodong Guo, David Doermann, Baochang Zhang

CLeaR 2025 On Measuring Intrinsic Causal Attributions in Deep Neural Networks Saptarshi Saha, Dhruv Vansraj Rathore, Soumadeep Saha, David Doermann, Utpal Garain

ICCV 2025 PathDiff: Histopathology Image Synthesis with Unpaired Text and Mask Conditions Mahesh Bhosale, Abdul Wasi, Yuanhao Zhai, Yunjie Tian, Samuel Border, Nan Xi, Pinaki Sarder, Junsong Yuan, David Doermann, Xuan Gong

ICCV 2025 Text2Outfit: Controllable Outfit Generation with Multimodal Language Models Yuanhao Zhai, Yen-Liang Lin, Minxu Peng, Larry S. Davis, Ashwin Chandramouli, Junsong Yuan, David Doermann

NeurIPS 2025 YOLOv12: Attention-Centric Real-Time Object Detectors Yunjie Tian, Qixiang Ye, David Doermann

NeurIPS 2024 Artemis: Towards Referential Understanding in Complex Videos Jihao Qiu, Yuan Zhang, Xi Tang, Lingxi Xie, Tianren Ma, Pengyu Yan, David Doermann, Qixiang Ye, Yunjie Tian

ECCV 2024 IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation Yuanhao Zhai, Kevin Lin, Linjie Li, Chung-Ching Lin, Jianfeng Wang, Zhengyuan Yang, David Doermann, Junsong Yuan, Zicheng Liu, Lijuan Wang

ICML 2024 Learning 1-Bit Tiny Object Detector with Discriminative Feature Refinement Sheng Xu, Mingze Wang, Yanjing Li, Mingbao Lin, Baochang Zhang, David Doermann, Xiao Sun

NeurIPS 2024 Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation Yuanhao Zhai, Kevin Lin, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Chung-Ching Lin, David Doermann, Junsong Yuan, Lijuan Wang

NeurIPS 2023 Defending Against Data-Free Model Extraction by Distributionally Robust Defensive Training Zhenyi Wang, Li Shen, Tongliang Liu, Tiehang Duan, Yanjun Zhu, Donglin Zhan, David Doermann, Mingchen Gao

ICCV 2023 SOAR: Scene-Debiasing Open-Set Action Recognition Yuanhao Zhai, Ziyi Liu, Zhenyu Wu, Yi Wu, Chunluan Zhou, David Doermann, Junsong Yuan, Gang Hua

ICCV 2023 Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning Yuanhao Zhai, Tianyu Luan, David Doermann, Junsong Yuan

ECCV 2022 PREF: Predictability Regularized Neural Motion Fields Liangchen Song, Xuan Gong, Benjamin Planche, Meng Zheng, David Doermann, Junsong Yuan, Terrence Chen, Ziyan Wu

ECCV 2022 Self-Supervised Human Mesh Recovery with Cross-Representation Alignment Xuan Gong, Meng Zheng, Benjamin Planche, Srikrishna Karanam, Terrence Chen, David Doermann, Ziyan Wu

WACV 2022 Uncertainty Learning Towards Unsupervised Deformable Medical Image Registration Xuan Gong, Luckyson Khaidem, Wentao Zhu, Baochang Zhang, David Doermann

WACV 2021 Deformable Gabor Feature Networks for Biomedical Image Classification Xuan Gong, Xin Xia, Wentao Zhu, Baochang Zhang, David Doermann, Li'an Zhuo

ICCV 2021 Ensemble Attention Distillation for Privacy-Preserving Federated Learning Xuan Gong, Abhishek Sharma, Srikrishna Karanam, Ziyan Wu, Terrence Chen, David Doermann, Arun Innanje

ICCV 2021 IDARTS: Interactive Differentiable Architecture Search Song Xue, Runqi Wang, Baochang Zhang, Tian Wang, Guodong Guo, David Doermann

CVPR 2021 Layer-Wise Searching for 1-Bit Detectors Sheng Xu, Junhe Zhao, Jinhu Lu, Baochang Zhang, Shumin Han, David Doermann

WACV 2021 Style Consistent Image Generation for Nuclei Instance Segmentation Xuan Gong, Shuyan Chen, Baochang Zhang, David Doermann

ECCV 2020 Anti-Bandit Neural Architecture Search for Model Defense Hanlin Chen, Baochang Zhang, Song Xue, Xuan Gong, Hong Liu, Rongrong Ji, David Doermann

ECCV 2020 NAS-Count: Counting-by-Density with Neural Architecture Search Yutao Hu, Xiaolong Jiang, Xuhui Liu, Baochang Zhang, Jungong Han, Xianbin Cao, David Doermann

CVPR 2015 A Graphical Model Approach for Matching Partial Signatures Xianzhi Du, David Doermann, Wael Abd-Almageed

CVPR 2014 Active Sampling for Subjective Image Quality Assessment Peng Ye, David Doermann

CVPR 2014 Beyond Human Opinion Scores: Blind Image Quality Assessment Based on Synthetic Scores Peng Ye, Jayant Kumar, David Doermann

CVPR 2014 Convolutional Neural Networks for No-Reference Image Quality Assessment Le Kang, Peng Ye, Yi Li, David Doermann

CVPR 2014 Orientation Robust Text Line Detection in Natural Images Le Kang, Yi Li, David Doermann

CVPR 2013 Real-Time No-Reference Image Quality Assessment Based on Filter Learning Peng Ye, Jayant Kumar, Le Kang, David Doermann