b'Dong Chen'

research

∙ 06/22/2022

I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation

In this paper, we present the Intra- and Inter-Human Relation Networks (...

Yiwei Ding, et al. ∙

research

∙ 06/04/2022

Robust Meta-learning with Sampling Noise and Label Noise via Eigen-Reptile

Recent years have seen a surge of interest in meta-learning techniques f...

Dong Chen, et al. ∙

research

∙ 05/31/2022

Improved Vector Quantized Diffusion Models

Vector quantized diffusion (VQ-Diffusion) is a powerful generative model...

Zhicong Tang, et al. ∙

research

∙ 05/27/2022

Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation

Masked image modeling (MIM) learns representations with remarkably good ...

Yixuan Wei, et al. ∙

research

∙ 04/18/2022

Distributed Neural Precoding for Hybrid mmWave MIMO Communications with Limited Feedback

Hybrid precoding is a cost-efficient technique for millimeter wave (mmWa...

Kai Wei, et al. ∙

research

∙ 04/10/2022

Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review

In agricultural image analysis, optimal model performance is keenly purs...

Ebenezer Olaniyi, et al. ∙

research

∙ 03/30/2022

Large-Scale Pre-training for Person Re-identification with Noisy Labels

This paper aims to address the problem of pre-training for person re-ide...

Dengpan Fu, et al. ∙

research

∙ 03/29/2022

Semi-Supervised Image-to-Image Translation using Latent Space Mapping

Recent image-to-image translation works have been transferred from super...

Pan Zhang, et al. ∙

research

∙ 03/02/2022

Protecting Celebrities with Identity Consistency Transformer

In this work we propose Identity Consistency Transformer, a novel face f...

Xiaoyi Dong, et al. ∙

research

∙ 01/13/2022

Observability Analysis and Keyframe-Based Filtering for Visual Inertial Odometry with Full Self-Calibration

Camera-IMU (Inertial Measurement Unit) sensor fusion has been extensivel...

Jianzhu Huai, et al. ∙

research

∙ 12/20/2021

StyleSwin: Transformer-based GAN for High-resolution Image Generation

Despite the tantalizing success in a broad of vision tasks, transformers...

Bowen Zhang, et al. ∙

research

∙ 12/06/2021

General Facial Representation Learning in a Visual-Linguistic Manner

How to learn a universal facial representation that boosts all face anal...

Yinglin Zheng, et al. ∙

research

∙ 11/29/2021

Vector Quantized Diffusion Model for Text-to-Image Synthesis

We present the vector quantized diffusion (VQ-Diffusion) model for text-...

Shuyang Gu, et al. ∙

research

∙ 11/24/2021

PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers

This paper explores a better codebook for BERT pre-training of vision tr...

Xiaoyi Dong, et al. ∙

research

∙ 11/11/2021

Multi-agent Reinforcement Learning for Cooperative Lane Changing of Connected and Autonomous Vehicles in Mixed Traffic

Autonomous driving has attracted significant research interests in the p...

Wei Zhou, et al. ∙

research

∙ 10/13/2021

Offline Reinforcement Learning for Autonomous Driving with Safety and Exploration Enhancement

Reinforcement learning (RL) is a powerful data-driven control method tha...

Tianyu Shi, et al. ∙

research

∙ 10/11/2021

Performance Evaluation of Deep Transfer Learning on Multiclass Identification of Common Weed Species in Cotton Production Systems

Precision weed management offers a promising solution for sustainable cr...

Dong Chen, et al. ∙

research

∙ 09/17/2021

Proteome-informed machine learning studies of cocaine addiction

Cocaine addiction accounts for a large portion of substance use disorder...

Kaifu Gao, et al. ∙

research

∙ 08/15/2021

Exploring Temporal Coherence for More General Video Face Forgery Detection

Although current face manipulation techniques achieve impressive perform...

Yinglin Zheng, et al. ∙

research

∙ 08/13/2021

Dual Path Learning for Domain Adaptation of Semantic Segmentation

Domain adaptation for semantic segmentation enables to alleviate the nee...

Yiting Cheng, et al. ∙

research

∙ 08/10/2021

Instance-wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation

Contrastive learning shows great potential in unpaired image-to-image tr...

Weilun Wang, et al. ∙

research

∙ 07/24/2021

BIoTA Control-Aware Attack Analytics for Building Internet of Things

Modern building control systems adopt demand control heating, ventilatio...

Nur Imtiazul Haque, et al. ∙

research

∙ 07/08/2021

Reinforcement Learning based Negotiation-aware Motion Planning of Autonomous Vehicles

For autonomous vehicles integrating onto roadways with human traffic par...

Zhitao Wang, et al. ∙

research

∙ 07/01/2021

CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows

We present CSWin Transformer, an efficient and effective Transformer-bas...

Xiaoyi Dong, et al. ∙

research

∙ 06/01/2021

Robust Mutual Learning for Semi-supervised Semantic Segmentation

Recent semi-supervised learning (SSL) methods are commonly based on pseu...

Pan Zhang, et al. ∙

research

∙ 03/29/2021

High-Fidelity and Arbitrary Face Editing

Cycle consistency is widely used for face editing. However, we observe t...

Yue Gao, et al. ∙

research

∙ 03/22/2021

Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box Regression

Numerous improvements for feedback mechanisms have contributed to the gr...

Dong Chen, et al. ∙

research

∙ 03/03/2021

Style-based Point Generator with Adversarial Rendering for Point Cloud Completion

In this paper, we proposed a novel Style-based Point Generator with Adve...

Chulin Xie, et al. ∙

research

∙ 01/26/2021

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation

Self-training is a competitive approach in domain adaptive segmentation,...

Pan Zhang, et al. ∙

research

∙ 12/30/2020

A Versatile Keyframe-Based Structureless Filter for Visual Inertial Odometry

Motion estimation by fusing data from at least a camera and an Inertial ...

Jianzhu Huai, et al. ∙

research

∙ 12/07/2020

Identity-Driven DeepFake Detection

DeepFake detection has so far been dominated by “artifact-driven” method...

Xiaoyi Dong, et al. ∙

research

∙ 12/07/2020

Unsupervised Pre-training for Person Re-identification

In this paper, we present a large scale unlabeled person re-identificati...

Dengpan Fu, et al. ∙

research

∙ 12/03/2020

Full-Resolution Correspondence Learning for Image Translation

We present the full-resolution correspondence learning for cross-domain ...

Xingran Zhou, et al. ∙

research

∙ 11/24/2020

PowerNet: Multi-agent Deep Reinforcement Learning for Scalable Powergrid Control

This paper develops an efficient multi-agent deep reinforcement learning...

Dong Chen, et al. ∙

research

∙ 11/22/2020

Learnable Sampling 3D Convolution for Video Enhancement and Action Recognition

A key challenge in video enhancement and action recognition is to fuse u...

Shuyang Gu, et al. ∙

research

∙ 10/26/2020

GreedyFool: Distortion-Aware Sparse Adversarial Attack

Modern deep neural networks(DNNs) are vulnerable to adversarial samples....

Xiaoyi Dong, et al. ∙

research

∙ 09/14/2020

Old Photo Restoration via Deep Latent Space Translation

We propose to restore old photos that suffer from severe degradation thr...

Ziyu Wan, et al. ∙

research

∙ 08/11/2020

Unified Representation Learning for Cross Model Compatibility

We propose a unified representation learning framework to address the Cr...

Chien-Yi Wang, et al. ∙

research

∙ 06/30/2020

PriorGAN: Real Data Prior for Generative Adversarial Nets

Generative adversarial networks (GANs) have achieved rapid progress in l...

Shuyang Gu, et al. ∙

research

∙ 05/18/2020

Cross-Task Transfer for Multimodal Aerial Scene Recognition

Aerial scene recognition is a fundamental task in remote sensing and has...

Di Hu, et al. ∙

research

∙ 05/18/2020

Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition

Aerial scene recognition is a fundamental task in remote sensing and has...

Di Hu, et al. ∙

research

∙ 04/23/2020

Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation

Low-rank matrix approximation (LRMA) is a technique widely applied in hy...

Shaobo Xia, et al. ∙

research

∙ 04/20/2020

Bringing Old Photos Back to Life

We propose to restore old photos that suffer from severe degradation thr...

Ziyu Wan, et al. ∙

research

∙ 04/12/2020

Cross-domain Correspondence Learning for Exemplar-based Image Translation

We present a general framework for exemplar-based image translation, whi...

Pan Zhang, et al. ∙

research

∙ 03/22/2020

Curved Buildings Reconstruction from Airborne LiDAR Data by Matching and Deforming Geometric Primitives

Airborne LiDAR (Light Detection and Ranging) data is widely applied in b...

Jingwei Song, et al. ∙

research

∙ 03/19/2020

GIQA: Generated Image Quality Assessment

Generative adversarial networks (GANs) have achieved impressive results ...

Shuyang Gu, et al. ∙

research

∙ 02/21/2020

Online Semantic Exploration of Indoor Maps

In this paper we propose a method to extract an abstracted floor plan fr...

Ziyuan Liu, et al. ∙

research

∙ 02/19/2020

Table-Top Scene Analysis Using Knowledge-Supervised MCMC

In this paper, we propose a probabilistic method to generate abstract sc...

Ziyuan Liu, et al. ∙

research

∙ 01/04/2020

TCM-ICP: Transformation Compatibility Measure for Registering Multiple LIDAR Scans

Rigid registration of multi-view and multi-platform LiDAR scans is a fun...

Aby Thomas, et al. ∙

research

∙ 12/31/2019

Face X-ray for More General Face Forgery Detection

In this paper we propose a novel image representation called face X-ray ...

Lingzhi Li, et al. ∙

Dong Chen

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