Jian Ren

Senior Research Scientist

Research Areas Computer Vision, Deep Learning

Jian is a Senior Research Scientist working in the Creative Vision group at Snap Research. His research focuses on computer vision, deep learning, and generative models. Before joining Snap Inc., he worked as a Research Intern at Adobe, Snap Inc., and Bytedance Research. Jian obtained a PhD degree in Computer Engineering from Rutgers University in 2019.

Publications

June 18, 2023 | CVPR 2023

Unsupervised Volumetric Animation

Aliaksandr Siarohin, Willi Menapace, Ivan Skorokhodov, Kyle Olszewski, Jian Ren, Hsin-Ying Lee, Menglei Chai, Sergey Tulyakov

June 18, 2023 | CVPR 2023

Invertible Neural Skinning

Yash Kant, Aliaksandr Siarohin, Riza Alp Guler, Menglei Chai, Jian Ren, Sergey Tulyakov, Igor Gilitschenski

June 18, 2023 | CVPR 2023

Make-A-Story: Visual Memory Conditioned Consistent Story Generation

Tanzila Rahman, Hsin-Ying Lee, Jian Ren, Sergey Tulyakov, Shweta Mahajan, Leonid Sigal

June 18, 2023 | CVPR 2023

Real-Time Neural Light Field on Mobile Devices

Junli Cao, Huan Wang, Pavlo Chemerys, Vladislav Shakhrai, Ju Hu, Yun Fu, Denys Makoviichuk, Sergey Tulyakov, Jian Ren

June 18, 2023 | CVPR 2023

SINE: SINgle Image Editing with Text-to-Image Diffusion Models

Zhixing Zhang, Ligong Han, Arnab Ghosh, Dimitris N. Metaxas, Jian Ren

May 01, 2023 | ICLR 2023

3D generation on ImageNet

Ivan Skorokhodov, Aliaksandr Siarohin, Yinghao Xu, Jian Ren, Hsin-Ying Lee, Peter Wonka, Sergey Tulyakov

May 01, 2023 | ICLR 2023

Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation

Ye Zhu, Yu Wu, Kyle Olszewski, Jian Ren, Sergey Tulyakov, Yan Yan

November 28, 2022 | NeurIPS 2022

EfficientFormer: Vision Transformers at MobileNet Speed

Yanyu Li, Geng Yuan, Yang Wen, Eric Hu, Georgios Evangelidis, Sergey Tulyakov, Yanzhi Wang, Jian Ren

November 28, 2022 | NeurIPS 2022

Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training

Geng Yuan, Yanyu Li, Sheng Li, Zhenglun Kong, Sergey Tulyakov, Xulong Tang, Yanzhi Wang, Jian Ren

October 23, 2022 | ECCV 2022

R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis

Huan Wang, Jian Ren, Zeng Huang, Kyle Olszewski, Menglei Chai, Yun Fu, Sergey Tulyakov

October 23, 2022 | ECCV 2022

Cross-Modal 3D Shape Generation and Manipulation

Zezhou Cheng, Menglei Chai, Jian Ren, Hsin-Ying Lee, Kyle Olszewski, Zeng Huang, Subhransu Maji, Sergey Tulyakov

June 19, 2022 | CVPR 2022

In&Out : Diverse Image Outpainting via GAN Inversion

Yen-Chi Cheng, Chieh Hubert Lin, Hsin-Ying Lee, Jian Ren, Sergey Tulyakov, Ming-Hsuan Yang

June 19, 2022 | CVPR 2022

Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning

Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri, Kyle Olszewski, Shervin Minaee, Dimitris Metaxas, Sergey Tulyakov

June 19, 2022 | CVPR 2022

Are Multimodal Transformers Robust to Missing Modality?

Mengmeng Ma, Jian Ren, Long Zhao, Davide Testuggine, Xi Peng

April 25, 2022 | ICLR 2022

F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization

Qing Jin, Jian Ren, Richard Zhuang, Sumant Hanumante, Zhengang Li, Zhiyu Chen, Yanzhi Wang, Kaiyuan Yang, Sergey Tulyakov

July 18, 2021 | ICML 2021

Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not?

Ning Liu, Geng Yuan, Zhengping Che, Xuan Shen, Xiaolong Ma, Qing Jin, Jian Ren, Jian Tang, Sijia Liu, Yanzhi Wang

June 19, 2021 | CVPR 2021

Flow Guided Transformable Bottleneck Networks for Motion Retargeting

Jian Ren, Menglei Chai, Oliver Woodford, Kyle Olszewski, Sergey Tulyakov

June 19, 2021 | CVPR 2021

Motion Representations for Articulated Animation

Aliaksandr Siarohin, Oliver J. Woodford, Jian Ren, Menglei Chai, Sergey Tulyakov

June 19, 2021 | CVPR 2021

Teachers Do More Than Teach: Compressing Image-to-Image Models

Qing Jin, Jian Ren, Oliver Woodford, Jiazhuo Wang, Geng Yuan, Yanzhi Wang, Sergey Tulyakov

May 03, 2021 | ICLR 2021

A Good Image Generator Is What You Need for High-Resolution Video Synthesis

Yu Tian, Jian Ren, Menglei Chai, Kyle Olszewski, Xi Peng, Dimitris N. Metaxas, Sergey Tulyakov

February 02, 2021 | AAAI 2021

SMIL: Multimodal Learning with Severely Missing Modality

Mengmeng Ma, Jian Ren, Long Zhao, Sergey Tulyakov, Cathy Wu, Xi Peng

September 28, 2020 | ICLR 2021

A Good Image Generator Is What You Need for High-Resolution Video Synthesis

Yu Tian, Jian Ren, Menglei Chai, Kyle Olszewski, Xi Peng, Dimitris N. Metaxas, Sergey Tulyakov

July 09, 2020 | ECCV 2020

Neural Hair Rendering

Menglei Chai, Jian Ren, and Sergey Tulyakov

Jian Ren

Senior Research Scientist

Publications

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