Pengxu Wei | DeepAI

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Featured Co-authors

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Wangmeng Zuo
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Fahad Shahbaz Khan
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Yu Li
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Xin Jin
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Errui Ding
107 publications

∙ 09/09/2023

Towards Real-World Burst Image Super-Resolution: Benchmark and Method

Despite substantial advances, single-image super-resolution (SISR) is al...

0 Pengxu Wei, et al. ∙

∙ 05/15/2023

Identity-Preserving Talking Face Generation with Landmark and Appearance Priors

Generating talking face videos from audio attracts lots of research inte...

0 Weizhi Zhong, et al. ∙

∙ 03/06/2023

Masked Images Are Counterfactual Samples for Robust Fine-tuning

Deep learning models are challenged by the distribution shift between th...

0 Yao Xiao, et al. ∙

∙ 12/16/2022

DQnet: Cross-Model Detail Querying for Camouflaged Object Detection

Camouflaged objects are seamlessly blended in with their surroundings, w...

0 Wei Sun, et al. ∙

∙ 11/22/2022

Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation

Weakly supervised semantic segmentation is typically inspired by class a...

0 Zesen Cheng, et al. ∙

∙ 11/21/2022

DreamArtist: Towards Controllable One-Shot Text-to-Image Generation via Contrastive Prompt-Tuning

Large-scale text-to-image generation models have achieved remarkable pro...

0 Ziyi Dong, et al. ∙

∙ 07/31/2022

Robust Real-World Image Super-Resolution against Adversarial Attacks

Recently deep neural networks (DNNs) have achieved significant success i...

0 Jiutao Yue, et al. ∙

∙ 07/13/2022

Adversarially-Aware Robust Object Detector

Object detection, as a fundamental computer vision task, has achieved a ...

0 Ziyi Dong, et al. ∙

∙ 06/06/2022

Real-World Image Super-Resolution by Exclusionary Dual-Learning

Real-world image super-resolution is a practical image restoration probl...

12 Hao Li, et al. ∙

∙ 05/07/2022

Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution

Due to the sophisticated imaging process, an identical scene captured by...

0 Xiaoqian Xu, et al. ∙

∙ 03/07/2022

Open Set Domain Adaptation By Novel Class Discovery

In Open Set Domain Adaptation (OSDA), large amounts of target samples ar...

0 Jingyu Zhuang, et al. ∙

∙ 08/12/2021

Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning

Open-set semi-supervised learning (open-set SSL) investigates a challeng...

0 Junkai Huang, et al. ∙

∙ 09/25/2020

AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results

This paper introduces the real image Super-Resolution (SR) challenge tha...

7 Pengxu Wei, et al. ∙

∙ 08/05/2020

Component Divide-and-Conquer for Real-World Image Super-Resolution

In this paper, we present a large-scale Diverse Real-world image Super-R...

0 Pengxu Wei, et al. ∙

∙ 10/31/2019

Generalizing Energy-based Generative ConvNets from Particle Evolution Perspective

Compared with Generative Adversarial Networks (GAN), the Energy-Based ge...

24 Yang Wu, et al. ∙

∙ 02/16/2019

Min-Entropy Latent Model for Weakly Supervised Object Detection

Weakly supervised object detection is a challenging task when provided w...

6 Fang Wan, et al. ∙

∙ 01/12/2019

3D Human Pose Machines with Self-supervised Learning

Driven by recent computer vision and robotic applications, recovering 3D...

12 Keze Wang, et al. ∙

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