Boyang Deng | DeepAI

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Alan Yuille
192 publications
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172 publications
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142 publications
Leonidas Guibas
102 publications
Junjie Yan
96 publications
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77 publications
Mohammad Norouzi
71 publications
Jonathan T. Barron
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Thomas Funkhouser
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Dragomir Anguelov
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∙ 04/04/2023

GINA-3D: Learning to Generate Implicit Neural Assets in the Wild

Modeling the 3D world from sensor data for simulation is a scalable way ...

0 Bokui Shen, et al. ∙

∙ 06/12/2022

Object Occlusion of Adding New Categories in Objection Detection

Building instance detection models that are data efficient and can handl...

0 Boyang Deng, et al. ∙

∙ 12/14/2021

Revisiting 3D Object Detection From an Egocentric Perspective

3D object detection is a key module for safety-critical robotics applica...

0 Boyang Deng, et al. ∙

∙ 06/03/2021

NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination

We address the problem of recovering the shape and spatially-varying ref...

13 Xiuming Zhang, et al. ∙

∙ 03/08/2021

Offboard 3D Object Detection from Point Cloud Sequences

While current 3D object recognition research mostly focuses on the real-...

4 Charles R. Qi, et al. ∙

∙ 12/08/2020

Canonical Capsules: Unsupervised Capsules in Canonical Pose

We propose an unsupervised capsule architecture for 3D point clouds. We ...

6 Weiwei Sun, et al. ∙

∙ 12/07/2020

NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis

We present a method that takes as input a set of images of a scene illum...

0 Pratul P. Srinivasan, et al. ∙

∙ 12/06/2019

NASA: Neural Articulated Shape Approximation

Efficient representation of articulated objects such as human bodies is ...

8 Timothy Jeruzalski, et al. ∙

∙ 09/12/2019

CvxNets: Learnable Convex Decomposition

Any solid object can be decomposed into a collection of convex polytopes...

16 Boyang Deng, et al. ∙

∙ 09/12/2019

CvxNet: Learnable Convex Decomposition

Any solid object can be decomposed into a collection of convex polytopes...

0 Boyang Deng, et al. ∙

∙ 05/28/2019

Cerberus: A Multi-headed Derenderer

To generalize to novel visual scenes with new viewpoints and new object ...

4 Boyang Deng, et al. ∙

∙ 08/16/2018

BlockQNN: Efficient Block-wise Neural Network Architecture Generation

Convolutional neural networks have gained a remarkable success in comput...

4 Zhao Zhong, et al. ∙

∙ 12/09/2017

Peephole: Predicting Network Performance Before Training

The quest for performant networks has been a significant force that driv...

0 Boyang Deng, et al. ∙

∙ 11/22/2017

Unleashing the Potential of CNNs for Interpretable Few-Shot Learning

Convolutional neural networks (CNNs) have been generally acknowledged as...

0 Boyang Deng, et al. ∙

∙ 07/11/2017

Hierarchical Deep Recurrent Architecture for Video Understanding

This paper introduces the system we developed for the Youtube-8M Video U...

0 Luming Tang, et al. ∙

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