Zhile Ren

According to our database, Zhile Ren authored at least 25 papers between 2013 and 2024.

Collaborative distances:

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

2024

Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference.

Fred Hohman, Chaoqun Wang, Jinmook Lee, Jochen Görtler, Dominik Moritz, Jeffrey P. Bigham, Zhile Ren, Cecile Foret, Qi Shan, Xiaoyi Zhang

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

UPSCALE: Unconstrained Channel Pruning.

Alvin Wan, Hanxiang Hao, Kaushik Patnaik, Yueyang Xu, Omer Hadad, David Güera, Zhile Ren, Qi Shan

Proceedings of the International Conference on Machine Learning, 2023

AutoFocusFormer: Image Segmentation off the Grid.

Ziwen Chen, Kaushik Patnaik, Shuangfei Zhai, Alvin Wan, Zhile Ren, Alexander G. Schwing, Alex Colburn, Fuxin Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Generative Multiplane Images: Making a 2D GAN 3D-Aware.

Xiaoming Zhao, Fangchang Ma, David Güera, Zhile Ren, Alexander G. Schwing, Alex Colburn

Proceedings of the Computer Vision - ECCV 2022, 2022

MVS2D: Efficient Multiview Stereo via Attention-Driven 2D Convolutions.

Zhenpei Yang, Zhile Ren, Qi Shan, Qixing Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

FvOR: Robust Joint Shape and Pose Optimization for Few-view Object Reconstruction.

Zhenpei Yang, Zhile Ren, Miguel Ángel Bautista, Zaiwei Zhang, Qi Shan, Qixing Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

VideoPose: Estimating 6D object pose from videos.

Apoorva Beedu, Zhile Ren, Varun Agrawal, Irfan Essa

CoRR, 2021

MVS2D: Efficient Multi-view Stereo via Attention-Driven 2D Convolutions.

Zhenpei Yang, Zhile Ren, Qi Shan, Qixing Huang

CoRR, 2021

Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views.

Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa, Dhruv Batra

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts.

Zhile Ren, Erik B. Sudderth

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Semantic MapNet: Building Allocentric SemanticMaps and Representations from Egocentric Views.

Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa, Dhruv Batra

CoRR, 2020

2019

Embodied Visual Recognition.

Jianwei Yang, Zhile Ren, Mingze Xu, Xinlei Chen, David J. Crandall, Devi Parikh, Dhruv Batra

CoRR, 2019

A Fusion Approach for Multi-Frame Optical Flow Estimation.

Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Cross-channel Communication Networks.

Jianwei Yang, Zhile Ren, Chuang Gan, Hongyuan Zhu, Devi Parikh

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Embodied Amodal Recognition: Learning to Move to Perceive Objects.

Jianwei Yang, Zhile Ren, Mingze Xu, Xinlei Chen, David J. Crandall, Devi Parikh, Dhruv Batra

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

3D Scene Reconstruction With Multi-Layer Depth and Epipolar Transformers.

Daeyun Shin, Zhile Ren, Erik B. Sudderth, Charless C. Fowlkes

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Multi-layer Depth and Epipolar Feature Transformers for 3D Scene Reconstruction.

Daeyun Shin, Zhile Ren, Erik B. Sudderth, Charless C. Fowlkes

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Semantic Three-Dimensional Understanding of Dynamic Scenes.

Zhile Ren

PhD thesis, 2018

A Simple and Effective Fusion Approach for Multi-frame Optical Flow Estimation.

Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

3D Object Detection With Latent Support Surfaces.

Zhile Ren, Erik B. Sudderth

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Cascaded Scene Flow Prediction Using Semantic Segmentation.

Zhile Ren, Deqing Sun, Jan Kautz, Erik B. Sudderth

Proceedings of the 2017 International Conference on 3D Vision, 2017

2016

Three-Dimensional Object Detection and Layout Prediction Using Clouds of Oriented Gradients.

Zhile Ren, Erik B. Sudderth

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Robust graph SLAM in dynamic environments with moving landmarks.

Lingzhu Xiang, Zhile Ren, Mengrui Ni, Odest Chadwicke Jenkins

Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

2014

Transient attributes for high-level understanding and editing of outdoor scenes.

Pierre-Yves Laffont, Zhile Ren, Xiaofeng Tao, Chao Qian, James Hays

ACM Trans. Graph., 2014

2013

Image Segmentation by Cascaded Region Agglomeration.

Zhile Ren, Gregory Shakhnarovich

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013