Xin Dong | DeepAI

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Featured Co-authors

Wei Wang
492 publications
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197 publications
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174 publications
Bin Liu
139 publications
Jan Kautz
134 publications
Hao Su
119 publications
Hai Li
85 publications
Meng Li
82 publications
Jose M. Alvarez
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Michael Kampffmeyer
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Haifeng Chen
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∙ 03/24/2023

GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global-Parsing Learning

Image-based Virtual Try-ON aims to transfer an in-shop garment onto a sp...

0 Zhenyu Xie, et al. ∙

∙ 01/31/2023

GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning

Multi-task learning (MTL) aims at solving multiple related tasks simulta...

0 Xin Dong, et al. ∙

∙ 07/27/2022

PASTA-GAN++: A Versatile Framework for High-Resolution Unpaired Virtual Try-on

Image-based virtual try-on is one of the most promising applications of ...

6 Zhenyu Xie, et al. ∙

∙ 07/19/2022

SphereFed: Hyperspherical Federated Learning

Federated Learning aims at training a global model from multiple decentr...

2 Xin Dong, et al. ∙

∙ 07/01/2022

DRESS: Dynamic REal-time Sparse Subnets

The limited and dynamically varied resources on edge devices motivate us...

0 Zhongnan Qu, et al. ∙

∙ 04/10/2022

SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems

We design deep neural networks (DNNs) and corresponding networks' splitt...

1 Xin Dong, et al. ∙

∙ 03/29/2022

Dressing in the Wild by Watching Dance Videos

While significant progress has been made in garment transfer, one of the...

7 Xin Dong, et al. ∙

∙ 09/18/2021

Fast query-by-example speech search using separable model

Traditional Query-by-Example (QbE) speech search approaches usually use ...

0 Yuguang Yang, et al. ∙

∙ 07/13/2021

Deep Neural Networks are Surprisingly Reversible: A Baseline for Zero-Shot Inversion

Understanding the behavior and vulnerability of pre-trained deep neural ...

8 Xin Dong, et al. ∙

∙ 06/13/2021

A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration

Spiking Neural Network (SNN) has been recognized as one of the next gene...

0 Yuhang Li, et al. ∙

∙ 04/23/2021

Lightweight Detection of Out-of-Distribution and Adversarial Samples via Channel Mean Discrepancy

Detecting out-of-distribution (OOD) and adversarial samples is essential...

6 Xin Dong, et al. ∙

∙ 03/17/2020

Efficient Bitwidth Search for Practical Mixed Precision Neural Network

Network quantization has rapidly become one of the most widely used meth...

14 Yuhang Li, et al. ∙

∙ 01/29/2020

ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs

A number of cross-lingual transfer learning approaches based on neural n...

0 Zuohui Fu, et al. ∙

∙ 12/18/2019

Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation

Recently, recommender systems have been able to emit substantially impro...

0 Xin Dong, et al. ∙

∙ 12/04/2019

RTN: Reparameterized Ternary Network

To deploy deep neural networks on resource-limited devices, quantization...

0 Yuhang Li, et al. ∙

∙ 10/09/2019

Design, Modelling and Validation of a Novel Extra Slender Continuum Robot for In-situ Inspection and Repair in Aeroengine

In-situ aeroengine maintenance works are highly beneficial as it can sig...

0 Mingfeng Wang, et al. ∙

∙ 09/28/2019

Additive Powers-of-Two Quantization: A Non-uniform Discretization for Neural Networks

We proposed Additive Powers-of-Two (APoT) quantization, an efficient non...

0 Yuhang Li, et al. ∙

∙ 05/01/2019

Full-stack Optimization for Accelerating CNNs with FPGA Validation

We present a full-stack optimization framework for accelerating inferenc...

0 Bradley McDanel, et al. ∙

∙ 12/11/2018

A Main/Subsidiary Network Framework for Simplifying Binary Neural Network

To reduce memory footprint and run-time latency, techniques such as neur...

0 Yinghao Xu, et al. ∙

∙ 11/24/2018

What and Where: A Context-based Recommendation System for Object Insertion

In this work, we propose a novel topic consisting of two dual tasks: 1) ...

0 Song-Hai Zhang, et al. ∙

∙ 06/20/2018

Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?

Binary neural networks (BNN) have been studied extensively since they ru...

0 Shilin Zhu, et al. ∙

∙ 03/28/2018

Pose2Seg: Human Instance Segmentation Without Detection

The general method of image instance segmentation is to perform the obje...

0 Ruilong Li, et al. ∙

∙ 05/22/2017

Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon

How to develop slim and accurate deep neural networks has become crucial...

0 Xin Dong, et al. ∙

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