Zhile Ren

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 30

Top Topics

Semantic Segmentation

Machine Learning Models

Object Reconstruction

Top Venues

Publications

Fred Hohman, Chaoqun Wang, Jinmook Lee, Jochen Görtler, Dominik Moritz, Jeffrey P. Bigham, Zhile Ren, Cecile Foret, Qi Shan, Xiaoyi Zhang
Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference. CHI (2024)
Fred Hohman, Chaoqun Wang, Jinmook Lee, Jochen Görtler, Dominik Moritz, Jeffrey P. Bigham, Zhile Ren, Cecile Foret, Qi Shan, Xiaoyi Zhang
Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference. CoRR (2024)
Ziwen Chen, Kaushik Patnaik, Shuangfei Zhai, Alvin Wan, Zhile Ren, Alexander G. Schwing, Alex Colburn, Fuxin Li
AutoFocusFormer: Image Segmentation off the Grid. CoRR (2023)
Alvin Wan, Hanxiang Hao, Kaushik Patnaik, Yueyang Xu, Omer Hadad, David Güera, Zhile Ren, Qi Shan
UPSCALE: Unconstrained Channel Pruning. ICML (2023)
Alvin Wan, Hanxiang Hao, Kaushik Patnaik, Yueyang Xu, Omer Hadad, David Güera, Zhile Ren, Qi Shan
UPSCALE: Unconstrained Channel Pruning. CoRR (2023)
Ziwen Chen, Kaushik Patnaik, Shuangfei Zhai, Alvin Wan, Zhile Ren, Alexander G. Schwing, Alex Colburn, Fuxin Li
AutoFocusFormer: Image Segmentation off the Grid. CVPR (2023)
Zhenpei Yang, Zhile Ren, Miguel Ángel Bautista, Zaiwei Zhang, Qi Shan, Qixing Huang
FvOR: Robust Joint Shape and Pose Optimization for Few-view Object Reconstruction. CVPR (2022)
Zhenpei Yang, Zhile Ren, Qi Shan, Qixing Huang
MVS2D: Efficient Multiview Stereo via Attention-Driven 2D Convolutions. CVPR (2022)
Xiaoming Zhao, Fangchang Ma, David Güera, Zhile Ren, Alexander G. Schwing, Alex Colburn
Generative Multiplane Images: Making a 2D GAN 3D-Aware. CoRR (2022)
Zhenpei Yang, Zhile Ren, Miguel Ángel Bautista, Zaiwei Zhang, Qi Shan, Qixing Huang
FvOR: Robust Joint Shape and Pose Optimization for Few-view Object Reconstruction. CoRR (2022)
Xiaoming Zhao, Fangchang Ma, David Güera, Zhile Ren, Alexander G. Schwing, Alex Colburn
Generative Multiplane Images: Making a 2D GAN 3D-Aware. ECCV (5) (2022)
Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa, Dhruv Batra
Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views. AAAI (2021)
Apoorva Beedu, Zhile Ren, Varun Agrawal, Irfan Essa
VideoPose: Estimating 6D object pose from videos. CoRR (2021)
Zhenpei Yang, Zhile Ren, Qi Shan, Qixing Huang
MVS2D: Efficient Multi-view Stereo via Attention-Driven 2D Convolutions. CoRR (2021)
Zhile Ren, Erik B. Sudderth
Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts. IEEE Trans. Pattern Anal. Mach. Intell. 42 (10) (2020)
Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa, Dhruv Batra
Semantic MapNet: Building Allocentric SemanticMaps and Representations from Egocentric Views. CoRR (2020)
Zhile Ren, Erik B. Sudderth
Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts. CoRR (2019)
Jianwei Yang, Zhile Ren, Chuang Gan, Hongyuan Zhu, Devi Parikh
Cross-channel Communication Networks. NeurIPS (2019)
Daeyun Shin, Zhile Ren, Erik B. Sudderth, Charless C. Fowlkes
3D Scene Reconstruction With Multi-Layer Depth and Epipolar Transformers. ICCV (2019)
Daeyun Shin, Zhile Ren, Erik B. Sudderth, Charless C. Fowlkes
Multi-layer Depth and Epipolar Feature Transformers for 3D Scene Reconstruction. CVPR Workshops (2019)
Jianwei Yang, Zhile Ren, Mingze Xu, Xinlei Chen, David J. Crandall, Devi Parikh, Dhruv Batra
Embodied Amodal Recognition: Learning to Move to Perceive Objects. ICCV (2019)
Jianwei Yang, Zhile Ren, Mingze Xu, Xinlei Chen, David J. Crandall, Devi Parikh, Dhruv Batra
Embodied Visual Recognition. CoRR (2019)
Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz
A Fusion Approach for Multi-Frame Optical Flow Estimation. WACV (2019)
Daeyun Shin, Zhile Ren, Erik B. Sudderth, Charless C. Fowlkes
Multi-layer Depth and Epipolar Feature Transformers for 3D Scene Reconstruction. CoRR (2019)
Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz
A Simple and Effective Fusion Approach for Multi-frame Optical Flow Estimation. ECCV Workshops (6) (2018)
Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz
A Fusion Approach for Multi-Frame Optical Flow Estimation. CoRR (2018)
Zhile Ren, Erik B. Sudderth
3D Object Detection With Latent Support Surfaces. CVPR (2018)
Zhile Ren, Deqing Sun, Jan Kautz, Erik B. Sudderth
Cascaded Scene Flow Prediction Using Semantic Segmentation. 3DV (2017)
Zhile Ren, Deqing Sun, Jan Kautz, Erik B. Sudderth
Cascaded Scene Flow Prediction using Semantic Segmentation. CoRR (2017)
Zhile Ren, Erik B. Sudderth
Three-Dimensional Object Detection and Layout Prediction Using Clouds of Oriented Gradients. CVPR (2016)
Lingzhu Xiang, Zhile Ren, Mengrui Ni, Odest Chadwicke Jenkins
Robust graph SLAM in dynamic environments with moving landmarks. IROS (2015)
Pierre-Yves Laffont, Zhile Ren, Xiaofeng Tao, Chao Qian, James Hays
Transient attributes for high-level understanding and editing of outdoor scenes. ACM Trans. Graph. 33 (4) (2014)
Zhile Ren, Gregory Shakhnarovich
Image Segmentation by Cascaded Region Agglomeration. CVPR (2013)