Ren, Mengwei

11 publications

ICCV 2025 Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-Stage Image-to-3D Generation and Reconstruction Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren, Fujun Luan, Qing Liu, Soo Ye Kim, Jianming Zhang, Zhifei Zhang, Yuqian Zhou, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan Yuille

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

ICLR 2025 Learning General-Purpose Biomedical Volume Representations Using Randomized Synthesis Neel Dey, Benjamin Billot, Hallee E. Wong, Clinton Wang, Mengwei Ren, Ellen Grant, Adrian V Dalca, Polina Golland

CVPR 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

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

WACV 2024 ProxEdit: Improving Tuning-Free Real Image Editing with Proximal Guidance Ligong Han, Song Wen, Qi Chen, Zhixing Zhang, Kunpeng Song, Mengwei Ren, Ruijiang Gao, Anastasis Stathopoulos, Xiaoxiao He, Yuxiao Chen, Di Liu, Qilong Zhangli, Jindong Jiang, Zhaoyang Xia, Akash Srivastava, Dimitris Metaxas

CVPR 2024 Relightful Harmonization: Lighting-Aware Portrait Background Replacement Mengwei Ren, Wei Xiong, Jae Shin Yoon, Zhixin Shu, Jianming Zhang, HyunJoon Jung, Guido Gerig, He Zhang

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

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

NeurIPS 2022 Local Spatiotemporal Representation Learning for Longitudinally-Consistent Neuroimage Analysis Mengwei Ren, Neel Dey, Martin Styner, Kelly Botteron, Guido Gerig

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