b'Tao Xu'

Asymmetric self-play for automatic goal discovery in robotic manipulation

We train a single, goal-conditioned policy that can solve many robotic m...
01/13/2021 ∙ by OpenAI OpenAI, et al. ∙ 12 ∙ share

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Low Bandwidth Video-Chat Compression using Deep Generative Models

To unlock video chat for hundreds of millions of people hindered by poor...
12/01/2020 ∙ by Maxime Oquab, et al. ∙ 2 ∙ share

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Differentially Private ADMM Algorithms for Machine Learning

In this paper, we study efficient differentially private alternating dir...
10/31/2020 ∙ by Tao Xu, et al. ∙ 18 ∙ share

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A simulation environment for drone cinematography

In this paper, we present a workflow for the simulation of drone operati...
10/03/2020 ∙ by Fan Zhang, et al. ∙ 1 ∙ share

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FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions

Differentiable Neural Architecture Search (DNAS) has demonstrated great ...
04/12/2020 ∙ by Alvin Wan, et al. ∙ 17 ∙ share

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Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanisms

Uterine cancer, also known as endometrial cancer, can seriously affect t...
04/24/2019 ∙ by Hao Sun, et al. ∙ 36 ∙ share

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Applying Deep Learning To Airbnb Search

The application to search ranking is one of the biggest machine learning...
10/22/2018 ∙ by Malay Haldar, et al. ∙ 0 ∙ share

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Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue

Objective: Ultrahigh-resolution optical coherence microscopy (OCM) has r...
09/17/2018 ∙ by Yutao Ma, et al. ∙ 0 ∙ share

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GPU Accelerated Cascade Hashing Image Matching for Large Scale 3D Reconstruction

Image feature point matching is a key step in Structure from Motion(SFM)...
05/23/2018 ∙ by Tao Xu, et al. ∙ 0 ∙ share

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Multiobjective Optimization Differential Evolution Enhanced with Principle Component Analysis for Constrained Optimization

Multiobjective optimization evolutionary algorithms have been successful...
05/01/2018 ∙ by Wei Huang, et al. ∙ 0 ∙ share

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New Methods of Studying Valley Fitness Landscapes

The word "valley" is a popular term used in intuitively describing fitne...
04/30/2018 ∙ by Jun He, et al. ∙ 0 ∙ share

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Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural Networks

Convolutional neural networks are powerful tools for image segmentation ...
03/05/2018 ∙ by Lian Duan, et al. ∙ 0 ∙ share

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Optimize transfer learning for lung diseases in bronchoscopy using a new concept: sequential fine-tuning

Bronchoscopy inspection as a follow-up procedure from the radiological i...
02/10/2018 ∙ by Tao Tan, et al. ∙ 0 ∙ share

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AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

In this paper, we propose an Attentional Generative Adversarial Network ...
11/28/2017 ∙ by Tao Xu, et al. ∙ 0 ∙ share

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On the Discrimination-Generalization Tradeoff in GANs

Generative adversarial training can be generally understood as minimizin...
11/07/2017 ∙ by Pengchuan Zhang, et al. ∙ 0 ∙ share

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StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks

Although Generative Adversarial Networks (GANs) have shown remarkable su...
10/19/2017 ∙ by Han Zhang, et al. ∙ 0 ∙ share

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SegAN: Adversarial Network with Multi-scale L_1 Loss for Medical Image Segmentation

Inspired by classic generative adversarial networks (GAN), we propose a ...
06/06/2017 ∙ by Yuan Xue, et al. ∙ 0 ∙ share

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StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks

Synthesizing high-quality images from text descriptions is a challenging...
12/10/2016 ∙ by Han Zhang, et al. ∙ 0 ∙ share

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Multi-objective Differential Evolution with Helper Functions for Constrained Optimization

Solving constrained optimization problems by multi-objective evolutionar...
09/30/2015 ∙ by Tao Xu, et al. ∙ 0 ∙ share

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High Order Structure Descriptors for Scene Images

Structure information is ubiquitous in natural scene images and it plays...
10/15/2014 ∙ by Wenya Zhu, et al. ∙ 0 ∙ share

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Efficient Image Categorization with Sparse Fisher Vector

In object recognition, Fisher vector (FV) representation is one of the s...
10/15/2014 ∙ by Xiankai Lu, et al. ∙ 0 ∙ share

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Tao Xu

Featured Co-authors

Xiaogang Wang

Qiang Liu

Hongsheng Li

Hui Li

Xiaodong He

Zhe Gan

Fan Zhang

Jun Xu

Joseph E. Gonzalez

Qiang Li

Han Zhang

Asymmetric self-play for automatic goal discovery in robotic manipulation

Low Bandwidth Video-Chat Compression using Deep Generative Models

Differentially Private ADMM Algorithms for Machine Learning

A simulation environment for drone cinematography

FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions

Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanisms

Applying Deep Learning To Airbnb Search

Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue

GPU Accelerated Cascade Hashing Image Matching for Large Scale 3D Reconstruction

Multiobjective Optimization Differential Evolution Enhanced with Principle Component Analysis for Constrained Optimization

New Methods of Studying Valley Fitness Landscapes

Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural Networks

Optimize transfer learning for lung diseases in bronchoscopy using a new concept: sequential fine-tuning

AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

On the Discrimination-Generalization Tradeoff in GANs

StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks

SegAN: Adversarial Network with Multi-scale L_1 Loss for Medical Image Segmentation

StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks

Multi-objective Differential Evolution with Helper Functions for Constrained Optimization

High Order Structure Descriptors for Scene Images

Efficient Image Categorization with Sparse Fisher Vector