Gan Sun | DeepAI

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Jun Li
229 publications
Bernt Schiele
161 publications
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144 publications
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135 publications
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97 publications
Qiang Wang
84 publications
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82 publications
Yulun Zhang
77 publications
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Lingjuan Lyu
63 publications
Ender Konukoglu
57 publications

∙ 09/08/2023

Create Your World: Lifelong Text-to-Image Diffusion

Text-to-image generative models can produce diverse high-quality images ...

0 Gan Sun, et al. ∙

∙ 08/24/2023

I3DOD: Towards Incremental 3D Object Detection via Prompting

3D object detection has achieved significant performance in many fields,...

0 Wenqi Liang, et al. ∙

∙ 08/07/2023

Heterogeneous Forgetting Compensation for Class-Incremental Learning

Class-incremental learning (CIL) has achieved remarkable successes in le...

0 Jiahua Dong, et al. ∙

∙ 07/20/2023

Self-paced Weight Consolidation for Continual Learning

Continual learning algorithms which keep the parameters of new tasks clo...

0 Wei Cong, et al. ∙

∙ 07/20/2023

Gradient-Semantic Compensation for Incremental Semantic Segmentation

Incremental semantic segmentation aims to continually learn the segmenta...

0 Wei Cong, et al. ∙

∙ 02/20/2023

InOR-Net: Incremental 3D Object Recognition Network for Point Cloud Representation

3D object recognition has successfully become an appealing research topi...

0 Jiahua Dong, et al. ∙

∙ 02/02/2023

No One Left Behind: Real-World Federated Class-Incremental Learning

Federated learning (FL) is a hot collaborative training framework via ag...

0 Jiahua Dong, et al. ∙

∙ 03/22/2022

Federated Class-Incremental Learning

Federated learning (FL) has attracted growing attention via data-private...

0 Jiahua Dong, et al. ∙

∙ 12/16/2020

I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting

3D object classification has attracted appealing attentions in academic ...

0 Jiahua Dong, et al. ∙

∙ 12/08/2020

Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation

Weakly-supervised learning has attracted growing research attention on m...

0 Jiahua Dong, et al. ∙

∙ 08/24/2020

CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation

Unsupervised domain adaptation without consuming annotation process for ...

0 Jiahua Dong, et al. ∙

∙ 06/27/2020

Evolving Metric Learning for Incremental and Decremental Features

Online metric learning has been widely exploited for large-scale data cl...

7 Jiahua Dong, et al. ∙

∙ 04/24/2020

What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation

Unsupervised domain adaptation has attracted growing research attention ...

0 Jiahua Dong, et al. ∙

∙ 04/19/2020

Data Poisoning Attacks on Federated Machine Learning

Federated machine learning which enables resource constrained node devic...

0 Gan Sun, et al. ∙

∙ 12/12/2019

L3DOR: Lifelong 3D Object Recognition

3D object recognition has been widely-applied. However, most state-of-th...

0 Yuyang Liu, et al. ∙

∙ 11/27/2019

Lifelong Spectral Clustering

In the past decades, spectral clustering (SC) has become one of the most...

40 Gan Sun, et al. ∙

∙ 11/21/2019

Visual Tactile Fusion Object Clustering

Object clustering, aiming at grouping similar objects into one cluster w...

0 Tao Zhang, et al. ∙

∙ 08/21/2019

Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation

Weakly-supervised learning under image-level labels supervision has been...

0 Jiahua Dong, et al. ∙

∙ 03/06/2019

Representative Task Self-selection for Flexible Clustered Lifelong Learning

Consider the lifelong learning paradigm whose objective is to learn a se...

6 Gan Sun, et al. ∙

∙ 05/03/2017

Lifelong Metric Learning

The state-of-the-art online learning approaches are only capable of lear...

0 Gan Sun, et al. ∙

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