Mengwei Ren

According to our database, Mengwei Ren authored at least 31 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

TokenLight: Precise Lighting Control in Images using Attribute Tokens.

Sumit Chaturvedi, Yannick Hold-Geoffroy, Mengwei Ren, Jingyuan Liu, He Zhang, Yiqun Mei, Julie Dorsey, Zhixin Shu

CoRR, April, 2026

How Long Can Unified Multimodal Models Generate Images Reliably? Taming Long-Horizon Interleaved Image Generation via Context Curation.

Haoyu Chen, Qing Liu, Yuqian Zhou, Heng Zhang, Zhaowen Wang, Mengwei Ren, Jingjing Ren, Xiang Wang, Zhe Lin, Lei Zhu

CoRR, March, 2026

Controllable Layered Image Generation for Real-World Editing.

Jinrui Yang, Qing Liu, Yijun Li, Mengwei Ren, Letian Zhang, Zhe Lin, Cihang Xie, Yuyin Zhou

CoRR, January, 2026

2025

Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing.

Shilong Zhang, He Zhang, Zhifei Zhang, Chongjian Ge, Shuchen Xue, Shaoteng Liu, Mengwei Ren, Soo Ye Kim, Yuqian Zhou, Qing Liu, Daniil Pakhomov, Kai Zhang, Zhe Lin, Ping Luo

CoRR, December, 2025

VGent: Visual Grounding via Modular Design for Disentangling Reasoning and Prediction.

Weitai Kang, Jason Kuen, Mengwei Ren, Zijun Wei, Yan Yan, Kangning Liu

CoRR, December, 2025

WiCV at CVPR 2025: The Women in Computer Vision Workshop.

Estefania Talavera, Deblina Bhattacharjee, Himangi Mittal, Mengwei Ren, Karen Sanchez, Carla Muntean, JungEun Kim, Mona Jalal

CoRR, November, 2025

Identity Preserving Latent Diffusion for Brain Aging Modeling.

Gexin Huang, Zhangsihao Yang, Yalin Wang, Guido Gerig, Mengwei Ren, Xiaoxiao Li

CoRR, March, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 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 L. Yuille

Proceedings of the IEEE/CVF International Conference on Computer Vision, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Generative Portrait Shadow Removal.

Jae Shin Yoon, Zhixin Shu, Mengwei Ren, Cecilia Zhang, Yannick Hold-Geoffroy, Krishna Kumar Singh, He Zhang

ACM Trans. Graph., December, 2024

Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation.

Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren, Fujun Luan, Qing Liu, Soo Ye Kim, Jianming Zhang, Zhifei Zhang, Yuqian Zhou, Zhe Lin, Alan L. Yuille

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

Generative Portrait Shadow Removal.

Jae Shin Yoon, Zhixin Shu, Mengwei Ren, Xuaner Zhang, Yannick Hold-Geoffroy, Krishna Kumar Singh, He Zhang

CoRR, 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 N. Metaxas

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Improving Tuning-Free Real Image Editing with Proximal Guidance.

Ligong Han, Song Wen, Qi Chen, Zhixing Zhang, Kunpeng Song, Mengwei Ren, Ruijiang Gao, Yuxiao Chen, Di Liu, Qilong Zhangli, Anastasis Stathopoulos, Jindong Jiang, Zhaoyang Xia, Akash Srivastava, Dimitris N. Metaxas

CoRR, 2023

Trajectory Control for Wheeled Mobile Robots Robot with Longitudinal Slippage.

Tianlong Li, Mengwei Ren, Jian Du, Jianjun Bai, Tao Sun

Proceedings of the 5th International Conference on Robotics, 2023

Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation.

Zhangsihao Yang, Mengwei Ren, Kaize Ding, Guido Gerig, Yalin Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis.

Shijie Li, Mengwei Ren, Thomas Ach, Guido Gerig

Proceedings of the Data Augmentation, Labelling, and Imperfections - Third MICCAI Workshop, 2023

Multiscale Structure Guided Diffusion for Image Deblurring.

Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Image Deblurring with Domain Generalizable Diffusion Models.

Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar

CoRR, 2022

Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis.

Mengwei Ren, Neel Dey, Martin Styner, Kelly N. Botteron, Guido Gerig

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization.

Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig

IEEE Trans. Medical Imaging, 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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Generative Adversarial Registration for Improved Conditional Deformable Templates.

Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

MDA-Net: Memorable Domain Adaptation Network for Monocular Depth Estimation.

Jing Zhu, Yunxiao Shi, Mengwei Ren, Yi Fang

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Structure-Attentioned Memory Network for Monocular Depth Estimation.

Jing Zhu, Yunxiao Shi, Mengwei Ren, Yi Fang, Kuo-Chin Lien, Junli Gu

CoRR, 2019

2017

3D-A-Nets: 3D Deep Dense Descriptor for Volumetric Shapes with Adversarial Networks.

Mengwei Ren, Liang Niu, Yi Fang

CoRR, 2017