Peng Wang

Orcid: 0000-0002-1265-0233

Affiliations:
  • ByteDance Research, Mountain View, CA, USA
  • Baidu Research, Robotics and Autonomous Driving Laboratory, Sunnyvale, CA, USA (2017 - 2019)
  • University of California, Los Angeles, CA, USA (PhD 2017)
  • Peking University, Key Laboratory on Machine Perception, Beijing, China (2006 - 2013)


According to our database1, Peng Wang authored at least 46 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2023
VoGE: A Differentiable Volume Renderer using Gaussian Ellipsoids for Analysis-by-Synthesis.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021
Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

The ApolloScape Open Dataset for Autonomous Driving and Its Application.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Learning Depth with Convolutional Spatial Propagation Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Fine-Grained Vehicle Perception via 3D Part-Guided Visual Data Augmentation.
CoRR, 2020

Personalized Speech2Video with 3D Skeleton Regularization and Expressive Body Poses.
CoRR, 2020

ODE-CNN: Omnidirectional Depth Extension Networks.
CoRR, 2020

Omnidirectional Depth Extension Networks.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

3D Part Guided Image Editing for Fine-Grained Object Understanding.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Speech2Video Synthesis with 3D Skeleton Regularization and Expressive Body Poses.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

AutoRemover: Automatic Object Removal for Autonomous Driving Videos.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
UnOS: Unified Unsupervised Optical-Flow and Stereo-Depth Estimation by Watching Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

ApolloCar3D: A Large 3D Car Instance Understanding Benchmark for Autonomous Driving.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Joint Unsupervised Learning of Optical Flow and Depth by Watching Stereo Videos.
CoRR, 2018

Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Depth Estimation via Affinity Learned with Convolutional Spatial Propagation Network.
Proceedings of the Computer Vision - ECCV 2018, 2018

LEGO: Learning Edge With Geometry All at Once by Watching Videos.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

DeLS-3D: Deep Localization and Segmentation With a 3D Semantic Map.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

The ApolloScape Dataset for Autonomous Driving.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

MaskLab: Instance Segmentation by Refining Object Detection With Semantic and Direction Features.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Occlusion Aware Unsupervised Learning of Optical Flow.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

View Extrapolation of Human Body From a Single Image.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting.
Proceedings of the British Machine Vision Conference 2018, 2018

Unsupervised Learning of Geometry From Videos With Edge-Aware Depth-Normal Consistency.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Joint Multiple Visual Task Understanding from a Single Image via Deep Learning and Conditional Random Field.
PhD thesis, 2017

Unsupervised Learning of Geometry with Edge-aware Depth-Normal Consistency.
CoRR, 2017

Semantic Instance Segmentation via Deep Metric Learning.
CoRR, 2017

Joint Multi-person Pose Estimation and Semantic Part Segmentation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
SURGE: Surface Regularized Geometry Estimation from a Single Image.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Zoom Better to See Clearer: Human and Object Parsing with Hierarchical Auto-Zoom Net.
Proceedings of the Computer Vision - ECCV 2016, 2016

DOC: Deep OCclusion Estimation from a Single Image.
Proceedings of the Computer Vision - ECCV 2016, 2016

Pose-Guided Human Parsing by an AND/OR Graph Using Pose-Context Features.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Pose-Guided Human Parsing with Deep Learned Features.
CoRR, 2015

Zoom Better to See Clearer: Human Part Segmentation with Auto Zoom Net.
CoRR, 2015

DOC: Deep OCclusion Recovering From A Single Image.
CoRR, 2015

Error Factor Analysis for Wild Scene Image-Labelling.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Learning an Aesthetic Photo Cropping Cascade.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Joint Object and Part Segmentation Using Deep Learned Potentials.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Towards unified depth and semantic prediction from a single image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2013
Structure-Sensitive Superpixels via Geodesic Distance.
Int. J. Comput. Vis., 2013

Supervised Kernel Descriptors for Visual Recognition.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Color filter for image search.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Contextual Dominant Color Name Extraction for Web Image Search.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

Salient object detection for searched web images via global saliency.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012


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