Zhile Ren

Orcid: 0000-0002-0302-795X

According to our database1, Zhile Ren authored at least 25 papers between 2013 and 2024.

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Bibliography

2024
Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023
UPSCALE: Unconstrained Channel Pruning.
Proceedings of the International Conference on Machine Learning, 2023

AutoFocusFormer: Image Segmentation off the Grid.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Generative Multiplane Images: Making a 2D GAN 3D-Aware.
Proceedings of the Computer Vision - ECCV 2022, 2022

MVS2D: Efficient Multiview Stereo via Attention-Driven 2D Convolutions.
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.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
VideoPose: Estimating 6D object pose from videos.
CoRR, 2021

MVS2D: Efficient Multi-view Stereo via Attention-Driven 2D Convolutions.
CoRR, 2021

Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views.
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.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Semantic MapNet: Building Allocentric SemanticMaps and Representations from Egocentric Views.
CoRR, 2020

2019
Embodied Visual Recognition.
CoRR, 2019

A Fusion Approach for Multi-Frame Optical Flow Estimation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Cross-channel Communication Networks.
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.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

3D Scene Reconstruction With Multi-Layer Depth and Epipolar Transformers.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Multi-layer Depth and Epipolar Feature Transformers for 3D Scene Reconstruction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Semantic Three-Dimensional Understanding of Dynamic Scenes.
PhD thesis, 2018

A Simple and Effective Fusion Approach for Multi-frame Optical Flow Estimation.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

3D Object Detection With Latent Support Surfaces.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Cascaded Scene Flow Prediction Using Semantic Segmentation.
Proceedings of the 2017 International Conference on 3D Vision, 2017

2016
Three-Dimensional Object Detection and Layout Prediction Using Clouds of Oriented Gradients.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Robust graph SLAM in dynamic environments with moving landmarks.
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.
ACM Trans. Graph., 2014

2013
Image Segmentation by Cascaded Region Agglomeration.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013


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