Xiaohang Zhan | DeepAI

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∙ 03/22/2023

RaBit: Parametric Modeling of 3D Biped Cartoon Characters with a Topological-consistent Dataset

Assisting people in efficiently producing visually plausible 3D characte...

0 Zhongjin Luo, et al. ∙

∙ 08/17/2022

Open Long-Tailed Recognition in a Dynamic World

Real world data often exhibits a long-tailed and open-ended (with unseen...

5 Ziwei Liu, et al. ∙

∙ 06/15/2022

Masked Frequency Modeling for Self-Supervised Visual Pre-Training

We present Masked Frequency Modeling (MFM), a unified frequency-domain-b...

0 Jiahao Xie, et al. ∙

∙ 03/04/2022

Style-ERD: Responsive and Coherent Online Motion Style Transfer

Motion style transfer is a common method for enriching character animati...

0 Tianxin Tao, et al. ∙

∙ 06/22/2021

Unsupervised Object-Level Representation Learning from Scene Images

Contrastive self-supervised learning has largely narrowed the gap to sup...

0 Jiahao Xie, et al. ∙

∙ 02/09/2021

DetCo: Unsupervised Contrastive Learning for Object Detection

Unsupervised contrastive learning achieves great success in learning ima...

16 Enze Xie, et al. ∙

∙ 11/26/2020

Beyond Single Instance Multi-view Unsupervised Representation Learning

Recent unsupervised contrastive representation learning follows a Single...

0 Xiangxiang Chu, et al. ∙

∙ 08/26/2020

Delving into Inter-Image Invariance for Unsupervised Visual Representations

Contrastive learning has recently shown immense potential in unsupervise...

0 Jiahao Xie, et al. ∙

∙ 06/18/2020

Online Deep Clustering for Unsupervised Representation Learning

Joint clustering and feature learning methods have shown remarkable perf...

54 Xiaohang Zhan, et al. ∙

∙ 04/06/2020

Self-Supervised Scene De-occlusion

Natural scene understanding is a challenging task, particularly when enc...

37 Xiaohang Zhan, et al. ∙

∙ 04/01/2020

Learning to Cluster Faces via Confidence and Connectivity Estimation

Face clustering is an essential tool for exploiting the unlabeled face d...

25 Lei Yang, et al. ∙

∙ 03/30/2020

Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

Learning a good image prior is a long-term goal for image restoration an...

0 Xingang Pan, et al. ∙

∙ 09/08/2019

Compound Domain Adaptation in an Open World

Existing works on domain adaptation often assume clear boundaries betwee...

5 Ziwei Liu, et al. ∙

∙ 04/22/2019

Switchable Whitening for Deep Representation Learning

Normalization methods are essential components in convolutional neural n...

0 Xingang Pan, et al. ∙

∙ 04/10/2019

Large-Scale Long-Tailed Recognition in an Open World

Real world data often have a long-tailed and open-ended distribution. A ...

10 Ziwei Liu, et al. ∙

∙ 04/04/2019

Learning to Cluster Faces on an Affinity Graph

Face recognition sees remarkable progress in recent years, and its perfo...

6 Lei Yang, et al. ∙

∙ 03/27/2019

Self-Supervised Learning via Conditional Motion Propagation

Intelligent agent naturally learns from motion. Various self-supervised ...

10 Xiaohang Zhan, et al. ∙

∙ 09/05/2018

Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition

Face recognition has witnessed great progress in recent years, mainly at...

8 Xiaohang Zhan, et al. ∙

∙ 12/02/2017

Mix-and-Match Tuning for Self-Supervised Semantic Segmentation

Deep convolutional networks for semantic image segmentation typically re...

0 Xiaohang Zhan, et al. ∙

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