Convolutional Sparse Coding-based Image Decomposition. - He Zhang 004; Vishal M. Patel (BMVC, 2016)

Discriminative Sparse Representations. - He Zhang 004; Vishal M. Patel (Handbook of Convex Optimization Methods in Imaging Science, 2017)

Generative adversarial network-based restoration of speckled SAR images. - Puyang Wang; He Zhang 004; Vishal M. Patel (CAMSAP, 2017)

Generative adversarial network-based synthesis of visible faces from polarimetrie thermal faces. - He Zhang 004; Vishal M. Patel; Benjamin S. Riggan; Shuowen Hu (IJCB, 2017)

Convolutional Sparse and Low-Rank Coding-Based Rain Streak Removal. - He Zhang 004; Vishal M. Patel (WACV, 2017)

SAR Image Despeckling Using a Convolutional. - Puyang Wang; He Zhang 004; Vishal M. Patel (CoRR, 2017)

Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces. - He Zhang 004; Vishal M. Patel; Benjamin S. Riggan; Shuowen Hu (CoRR, 2017)

Sparse Representation-Based Open Set Recognition. - He Zhang 004; Vishal M. Patel (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

SAR Image Despeckling Using a Convolutional Neural Network. - Puyang Wang; He Zhang 004; Vishal M. Patel (IEEE Signal Process. Lett., 2017)

Polarimetric Thermal to Visible Face Verification via Attribute Preserved Synthesis. - Xing Di; He Zhang 004; Vishal M. Patel (BTAS, 2018)

Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results. - Hajime Nada; Vishwanath A. Sindagi; He Zhang 004; Vishal M. Patel (BTAS, 2018)

Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network. - He Zhang 004; Vishal M. Patel (CVPR, 2018)

Densely Connected Pyramid Dehazing Network. - He Zhang 004; Vishal M. Patel (CVPR, 2018)

Multi-Scale Single Image Dehazing Using Perceptual Pyramid Deep Network. - He Zhang 004; Vishwanath Sindagi; Vishal M. Patel (CVPR Workshops, 2018)

Icme Grand Challenge Results on Heterogeneous Face Recognition: Polarimetric Thermal-to-Visible Matching. - Benjamin S. Riggan; Nathaniel J. Short; M. Saquib Sarfraz; Shuowen Hu; He Zhang 004; Vishal M. Patel; Sanka Rasnayaka; Jing Li 050; Terence Sim; Seyed Mehdi Iranmanesh; Nasser M. Nasrabadi (ICME Workshops, 2018)

Convolutional Sparse and Low-Rank Coding-Based Image Decomposition. - He Zhang 004; Vishal M. Patel (IEEE Trans. Image Process., 2018)

Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks. - He Zhang 004; Benjamin S. Riggan; Shuowen Hu; Nathaniel J. Short; Vishal M. Patel (Int. J. Comput. Vis., 2019)

Convolutional Sparse Coding for Compressed Sensing CT Reconstruction. - Peng Bao; Huaiqiang Sun; Zhangyang Wang; Yi Zhang 018; Wenjun Xia; Kang Yang; Weiyan Chen; Mianyi Chen; Yan Xi; Shanzhou Niu; Jiliu Zhou; He Zhang 004 (IEEE Trans. Medical Imaging, 2019)

FD-GAN: Generative Adversarial Networks with Fusion-Discriminator for Single Image Dehazing. - Yu Dong; Yihao Liu 001; He Zhang 004; Shifeng Chen; Yu Qiao 001 (AAAI, 2020)

Meticulous Object Segmentation. - Chenglin Yang; Yilin Wang 002; Jianming Zhang 001; He Zhang 004; Zhe Lin 001; Alan L. Yuille (CoRR, 2020)

Joint Transmission Map Estimation and Dehazing Using Deep Networks. - He Zhang 004; Vishwanath Sindagi; Vishal M. Patel (IEEE Trans. Circuits Syst. Video Technol., 2020)

Image De-Raining Using a Conditional Generative Adversarial Network. - He Zhang 004; Vishwanath Sindagi; Vishal M. Patel (IEEE Trans. Circuits Syst. Video Technol., 2020)

Mask Guided Matting via Progressive Refinement Network. - Qihang Yu; Jianming Zhang 001; He Zhang 004; Yilin Wang 002; Zhe Lin 001; Ning Xu 007; Yutong Bai; Alan L. Yuille (CVPR, 2021)

SSH: A Self-Supervised Framework for Image Harmonization. - Yifan Jiang 001; He Zhang 004; Jianming Zhang 001; Yilin Wang 002; Zhe Lin 001; Kalyan Sunkavalli; Simon Chen; Sohrab Amirghodsi; Sarah Kong; Zhangyang Wang (ICCV, 2021)

Deep Image Compositing. - He Zhang 004; Jianming Zhang 001; Federico Perazzi; Zhe Lin 001; Vishal M. Patel (WACV, 2021)

Boosting Robustness of Image Matting with Context Assembling and Strong Data Augmentation. - Yutong Dai 001; Brian L. Price; He Zhang 004; Chunhua Shen (CVPR, 2022)

Lite Vision Transformer with Enhanced Self-Attention. - Chenglin Yang; Yilin Wang 002; Jianming Zhang 001; He Zhang 004; Zijun Wei; Zhe Lin 001; Alan L. Yuille (CVPR, 2022)

Controllable Shadow Generation Using Pixel Height Maps. - Yichen Sheng; Yifan Liu 001; Jianming Zhang 001; Wei Yin 006; A. Cengiz Öztireli; He Zhang 004; Zhe Lin 001; Eli Shechtman; Bedrich Benes (ECCV (23), 2022)

Hierarchical Density-Aware Dehazing Network. - Jingang Zhang; Wenqi Ren; Shengdong Zhang; He Zhang 004; Yunfeng Nie; Zhe Xue; Xiaochun Cao (IEEE Trans. Cybern., 2022)

LightPainter: Interactive Portrait Relighting with Freehand Scribble. - Yiqun Mei; He Zhang 004; Xuaner Zhang; Jianming Zhang 001; Zhixin Shu; Yilin Wang 002; Zijun Wei; Shi Yan; Hyunjoon Jung; Vishal M. Patel (CVPR, 2023)

PixHt-Lab: Pixel Height Based Light Effect Generation for Image Compositing. - Yichen Sheng; Jianming Zhang 001; Julien Philip; Yannick Hold-Geoffroy; Xin Sun 014; He Zhang 004; Lu Ling; Bedrich Benes (CVPR, 2023)

Perceptual Artifacts Localization for Image Synthesis Tasks. - Lingzhi Zhang; Zhengjie Xu; Connelly Barnes; Yuqian Zhou; Qing Liu 017; He Zhang 004; Sohrab Amirghodsi; Zhe Lin 001; Eli Shechtman; Jianbo Shi (ICCV, 2023)

Interactive Portrait Harmonization. - Jeya Maria Jose Valanarasu; He Zhang 004; Jianming Zhang 001; Yilin Wang 002; Zhe Lin 001; Jose Echevarria; Yinglan Ma; Zijun Wei; Kalyan Sunkavalli; Vishal Patel 001 (ICLR, 2023)

PHOTOSWAP: Personalized Subject Swapping in Images. - Jing Gu; Yilin Wang 002; Nanxuan Zhao; Tsu-Jui Fu; Wei Xiong 008; Qing Liu 017; Zhifei Zhang; He Zhang 004; Jianming Zhang 001; Hyunjoon Jung; Xin Eric Wang (NeurIPS, 2023)

Semi-Supervised Domain Alignment Learning for Single Image Dehazing. - Yu Dong; Yunan Li 001; Qian Dong; He Zhang 004; Shifeng Chen (IEEE Trans. Cybern., 2023)

Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image. - Yiqun Mei; Yu Zeng 001; He Zhang 004; Zhixin Shu; Xuaner Zhang; Sai Bi; Jianming Zhang 001; Hyunjoon Jung; Vishal M. Patel (CVPR, 2024)

Relightful Harmonization: Lighting-Aware Portrait Background Replacement. - Mengwei Ren; Wei Xiong 008; Jae Shin Yoon; Zhixin Shu; Jianming Zhang 001; Hyunjoon Jung; Guido Gerig; He Zhang 004 (CVPR, 2024)

IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation. - Yizhi Song; Zhifei Zhang; Zhe Lin 001; Scott Cohen; Brian L. Price; Jianming Zhang 001; Soo Ye Kim; He Zhang 004; Wei Xiong 008; Daniel G. Aliaga (CVPR, 2024)

SwapAnything: Enabling Arbitrary Object Swapping in Personalized Image Editing. - Jing Gu; Nanxuan Zhao; Wei Xiong 008; Qing Liu 017; Zhifei Zhang; He Zhang 004; Jianming Zhang 001; Hyunjoon Jung; Yilin Wang 002; Xin Eric Wang (ECCV (32), 2024)

COMPOSE: Comprehensive Portrait Shadow Editing. - Andrew Hou; Zhixin Shu; Xuaner Zhang; He Zhang 004; Yannick Hold-Geoffroy; Jae Shin Yoon; Xiaoming Liu (ECCV (61), 2024)

SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing. - Jing Gu; Yilin Wang 002; Nanxuan Zhao; Wei Xiong 008; Qing Liu 017; Zhifei Zhang; He Zhang 004; Jianming Zhang 001; Hyunjoon Jung; Xin Eric Wang (CoRR, 2024)

GroundingBooth: Grounding Text-to-Image Customization. - Zhexiao Xiong; Wei Xiong 008; Jing Shi; He Zhang 004; Yizhi Song; Nathan Jacobs (CoRR, 2024)

Generative Portrait Shadow Removal. - Jae Shin Yoon; Zhixin Shu; Mengwei Ren; Xuaner Zhang; Yannick Hold-Geoffroy; Krishna Kumar Singh; He Zhang 004 (CoRR, 2024)

Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation. - Yuanhao Cai; He Zhang 004; Kai Zhang 045; Yixun Liang; Mengwei Ren; Fujun Luan; Qing Liu 017; Soo Ye Kim; Jianming Zhang 001; Zhifei Zhang; Yuqian Zhou; Zhe Lin 001; et al. (CoRR, 2024)

DIVE: Taming DINO for Subject-Driven Video Editing. - Yi Huang; Wei Xiong 008; He Zhang 004; Chaoqi Chen; Jianzhuang Liu; Mingfu Yan; Shifeng Chen (CoRR, 2024)

Learning Image-Adaptive Lookup Tables With Spatial Awareness for Image Harmonization. - Yi Huang; Yu Dong; He Zhang 004; Jiancheng Huang; Shifeng Chen (IEEE Trans. Consumer Electron., 2024)

Generative Portrait Shadow Removal. - Jae Shin Yoon; Zhixin Shu; Mengwei Ren; Cecilia Zhang; Yannick Hold-Geoffroy; Krishna Kumar Singh; He Zhang 004 (ACM Trans. Graph., 2024)

Text2Relight: Creative Portrait Relighting with Text Guidance. - Junuk Cha; Mengwei Ren; Krishna Kumar Singh; He Zhang 004; Yannick Hold-Geoffroy; Seunghyun Yoon; Hyunjoon Jung; Jae Shin Yoon; Seungryul Baek (AAAI, 2025)

UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics. - Xi Chen; Zhifei Zhang; He Zhang 004; Yuqian Zhou; Soo Ye Kim; Qing Liu 017; Yijun Li 001; Jianming Zhang 001; Nanxuan Zhao; Yilin Wang 002; Hui Ding; Zhe Lin 001; et al. (CVPR, 2025)

Multitwine: Multi-Object Compositing with Text and Layout Control. - Gemma Canet Tarres; Zhe Lin 001; Zhifei Zhang; He Zhang 004; Andrew Gilbert; John P. Collomosse; Soo Ye Kim (CVPR, 2025)

TransPixeler: Advancing Text-to-Video Generation with Transparency. - Luozhou Wang; Yijun Li 001; Zhifei Chen; Jui-Hsien Wang; Zhifei Zhang; He Zhang 004; Zhe Lin 001; Ying-Cong Chen (CVPR, 2025)

Comprehensive Relighting: Generalizable and Consistent Monocular Human Relighting and Harmonization. - Junying Wang; Jingyuan Liu; Xin Sun 014; Krishna Kumar Singh; Zhixin Shu; He Zhang 004; Jimei Yang; Nanxuan Zhao; Tuanfeng Y. Wang; Simon S. Chen; Ulrich Neumann; Jae Shin Yoon (CVPR, 2025)

Refine-by-Align: Reference-Guided Artifacts Refinement through Semantic Alignment. - Yizhi Song; Liu He; Zhifei Zhang; Soo Ye Kim; He Zhang 004; Wei Xiong 008; Zhe Lin 001; Brian L. Price; Scott Cohen; Jianming Zhang 001; Daniel G. Aliaga (ICLR, 2025)

RelitLRM: Generative Relightable Radiance for Large Reconstruction Models. - Tianyuan Zhang; Zhengfei Kuang; Haian Jin; Zexiang Xu; Sai Bi; Hao Tan 002; He Zhang 004; Yiwei Hu; Milos Hasan; William T. Freeman; Kai Zhang 045; Fujun Luan (ICLR, 2025)

One-Step Diffusion Model for Image Motion-Deblurring. - Xiaoyang Liu; Yuquan Wang; Zheng Chen 014; Jiezhang Cao; He Zhang 004; Yulun Zhang 001; Xiaokang Yang 001 (CoRR, 2025)

OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions. - Yuanhao Cai; He Zhang 004; Xi Chen; Jinbo Xing; Yiwei Hu; Yuqian Zhou; Kai Zhang; Zhifei Zhang; Soo Ye Kim; Tianyu Wang; Yulun Zhang 001; Xiaokang Yang 001; et al. (CoRR, 2025)

Diffusion Model-Based Image Editing: A Survey. - Yi Huang; Jiancheng Huang; Yifan Liu 001; Mingfu Yan; Jiaxi Lv; Jianzhuang Liu; Wei Xiong 008; He Zhang 004; Liangliang Cao; Shifeng Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2025)