3D-A-Nets: 3D Deep Dense Descriptor for Volumetric Shapes with Adversarial Networks. - Mengwei Ren; Liang Niu; Yi Fang (CoRR, 2017)

Structure-Attentioned Memory Network for Monocular Depth Estimation. - Jing Zhu 002; Yunxiao Shi; Mengwei Ren; Yi Fang 006; Kuo-Chin Lien; Junli Gu (CoRR, 2019)

MDA-Net: Memorable Domain Adaptation Network for Monocular Depth Estimation. - Jing Zhu 002; Yunxiao Shi; Mengwei Ren; Yi Fang 006 (BMVC, 2020)

Generative Adversarial Registration for Improved Conditional Deformable Templates. - Neel Dey; Mengwei Ren; Adrian V. Dalca; Guido Gerig (ICCV, 2021)

Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI. - Mengwei Ren; Heejong Kim; Neel Dey; Guido Gerig (MICCAI (7), 2021)

Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. - Mengwei Ren; Neel Dey; James Fishbaugh; Guido Gerig (IEEE Trans. Medical Imaging, 2021)

Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis. - Mengwei Ren; Neel Dey; Martin Styner; Kelly N. Botteron; Guido Gerig (NeurIPS, 2022)

Image Deblurring with Domain Generalizable Diffusion Models. - Mengwei Ren; Mauricio Delbracio; Hossein Talebi; Guido Gerig; Peyman Milanfar (CoRR, 2022)

Multiscale Structure Guided Diffusion for Image Deblurring. - Mengwei Ren; Mauricio Delbracio; Hossein Talebi; Guido Gerig; Peyman Milanfar (ICCV, 2023)

Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis. - Shijie Li; Mengwei Ren; Thomas Ach; Guido Gerig (DALI@MICCAI, 2023)

Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation. - Zhangsihao Yang; Mengwei Ren; Kaize Ding; Guido Gerig; Yalin Wang 001 (NeurIPS, 2023)

Trajectory Control for Wheeled Mobile Robots Robot with Longitudinal Slippage. - Tianlong Li; Mengwei Ren; Jian Du; Jianjun Bai; Tao Sun (RICAI, 2023)

Improving Tuning-Free Real Image Editing with Proximal Guidance. - Ligong Han; Song Wen 001; Qi Chen; Zhixing Zhang; Kunpeng Song; Mengwei Ren; Ruijiang Gao; Yuxiao Chen 002; Di Liu 003; Qilong Zhangli; Anastasis Stathopoulos; Jindong Jiang; et al. (CoRR, 2023)

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)

ProxEdit: Improving Tuning-Free Real Image Editing with Proximal Guidance. - Ligong Han; Song Wen 001; Qi Chen; Zhixing Zhang; Kunpeng Song; Mengwei Ren; Ruijiang Gao; Anastasis Stathopoulos; Xiaoxiao He; Yuxiao Chen 002; Di Liu 003; Qilong Zhangli; et al. (WACV, 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)

WiCV@CVPR2024: The Thirteenth Women In Computer Vision Workshop at the Annual CVPR Conference. - Asra Aslam; Sachini Herath; Ziqi Huang; Estefania Talavera; Deblina Bhattacharjee; Himangi Mittal; Vanessa Staderini; Mengwei Ren; Azade Farshad (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)

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)

SynthLight: Portrait Relighting with Diffusion Model by Learning to Re-render Synthetic Faces. - Sumit Chaturvedi; Mengwei Ren; Yannick Hold-Geoffroy; Jingyuan Liu; Julie Dorsey; Zhixin Shu (CVPR, 2025)

Generative Image Layer Decomposition with Visual Effects. - Jinrui Yang; Qing Liu 017; Yijun Li 001; Soo Ye Kim; Daniil Pakhomov; Mengwei Ren; Jianming Zhang 001; Zhe Lin 001; Cihang Xie; Yuyin Zhou (CVPR, 2025)

Learning General-purpose Biomedical Volume Representations using Randomized Synthesis. - Neel Dey; Benjamin Billot; Hallee E. Wong; Clinton J. Wang; Mengwei Ren; Ellen Grant; Adrian V. Dalca; Polina Golland (ICLR, 2025)

Identity Preserving Latent Diffusion for Brain Aging Modeling. - Gexin Huang; Zhangsihao Yang; Yalin Wang 001; Guido Gerig; Mengwei Ren; Xiaoxiao Li (CoRR, 2025)