b'Ran He'

research

∙ 06/19/2022

Finding Diverse and Predictable Subgraphs for Graph Domain Generalization

This paper focuses on out-of-distribution generalization on graphs where...

Junchi Yu, et al. ∙

research

∙ 05/29/2022

ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation

Unsupervised domain adaptation (UDA) aims to transfer knowledge from a l...

Yuhe Ding, et al. ∙

research

∙ 05/20/2022

A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection

Deep graph learning has achieved remarkable progresses in both business ...

Bingzhe Wu, et al. ∙

research

∙ 03/02/2022

Styleverse: Towards Identity Stylization across Heterogeneous Domains

We propose a new challenging task namely IDentity Stylization (IDS) acro...

Jia Li, et al. ∙

research

∙ 12/30/2021

Few-shot Backdoor Defense Using Shapley Estimation

Deep neural networks have achieved impressive performance in a variety o...

Jiyang Guan, et al. ∙

research

∙ 12/18/2021

Improving Subgraph Recognition with Variational Graph Information Bottleneck

Subgraph recognition aims at discovering a compressed substructure of a ...

Junchi Yu, et al. ∙

research

∙ 12/18/2021

Towards the Explanation of Graph Neural Networks in Digital Pathology with Information Flows

As Graph Neural Networks (GNNs) are widely adopted in digital pathology,...

Junchi Yu, et al. ∙

research

∙ 12/16/2021

UMAD: Universal Model Adaptation under Domain and Category Shift

Learning to reject unknown samples (not present in the source classes) i...

Jian Liang, et al. ∙

research

∙ 10/20/2021

Toward Accurate and Reliable Iris Segmentation Using Uncertainty Learning

As an upstream task of iris recognition, iris segmentation plays a vital...

Jianze Wei, et al. ∙

research

∙ 10/04/2021

Causal Representation Learning for Fine-Grained Face Transfer

Identity transfer often faces the challenge of generalizing to new situa...

Gege Gao, et al. ∙

research

∙ 10/03/2021

Universal Face Restoration With Memorized Modulation

Blind face restoration (BFR) is a challenging problem because of the unc...

Jia Li, et al. ∙

research

∙ 05/26/2021

PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal

In this paper, we address the makeup transfer and removal tasks simultan...

Si Liu, et al. ∙

research

∙ 04/07/2021

Everything's Talkin': Pareidolia Face Reenactment

We present a new application direction named Pareidolia Face Reenactment...

Linsen Song, et al. ∙

research

∙ 04/04/2021

Distill and Fine-tune: Effective Adaptation from a Black-box Source Model

To alleviate the burden of labeling, unsupervised domain adaptation (UDA...

Jian Liang, et al. ∙

research

∙ 03/20/2021

Recognizing Predictive Substructures with Subgraph Information Bottleneck

The emergence of Graph Convolutional Network (GCN) has greatly boosted t...

Junchi Yu, et al. ∙

research

∙ 01/21/2021

CM-NAS: Rethinking Cross-Modality Neural Architectures for Visible-Infrared Person Re-Identification

Visible-Infrared person re-identification (VI-ReID) aims at matching cro...

Chaoyou Fu, et al. ∙

research

∙ 12/14/2020

Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer

Unsupervised domain adaptation (UDA) aims to transfer knowledge from a r...

Jian Liang, et al. ∙

research

∙ 12/07/2020

Backdoor Attack with Sample-Specific Triggers

Recently, backdoor attacks pose a new security threat to the training pr...

Yuezun Li, et al. ∙

research

∙ 11/10/2020

Unsupervised Contrastive Photo-to-Caricature Translation based on Auto-distortion

Photo-to-caricature translation aims to synthesize the caricature as a r...

Yuhe Ding, et al. ∙

research

∙ 10/29/2020

Free-Form Image Inpainting via Contrastive Attention Network

Most deep learning based image inpainting approaches adopt autoencoder o...

Xin Ma, et al. ∙

research

∙ 10/26/2020

P^2 Net: Augmented Parallel-Pyramid Net for Attention Guided Pose Estimation

We propose an augmented Parallel-Pyramid Net (P^2 Net) with feature refi...

Luanxuan Hou, et al. ∙

research

∙ 10/12/2020

Graph Information Bottleneck for Subgraph Recognition

Given the input graph and its label/property, several key problems of gr...

Junchi Yu, et al. ∙

research

∙ 09/20/2020

DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition

Heterogeneous Face Recognition (HFR) refers to matching cross-domain fac...

Chaoyou Fu, et al. ∙

research

∙ 09/17/2020

Deep Momentum Uncertainty Hashing

Discrete optimization is one of the most intractable problems in deep ha...

Chaoyou Fu, et al. ∙

research

∙ 08/12/2020

TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search

With the flourish of differentiable neural architecture search (NAS), au...

Yibo Hu, et al. ∙

research

∙ 06/02/2020

Recapture as You Want

With the increasing prevalence and more powerful camera systems of mobil...

Chen Gao, et al. ∙

research

∙ 04/20/2020

Cosmetic-Aware Makeup Cleanser

Face verification aims at determining whether a pair of face images belo...

Yi Li, et al. ∙

research

∙ 03/17/2020

Augmented Parallel-Pyramid Net for Attention Guided Pose-Estimation

The target of human pose estimation is to determine body part or joint l...

Luanxuan Hou, et al. ∙

research

∙ 03/05/2020

A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation

This work addresses the unsupervised domain adaptation problem, especial...

Jian Liang, et al. ∙

research

∙ 01/15/2020

Everybody's Talkin': Let Me Talk as You Want

We present a method to edit a target portrait footage by taking a sequen...

Linsen Song, et al. ∙

research

∙ 01/14/2020

Deep Audio-Visual Learning: A Survey

Audio-visual learning, aimed at exploiting the relationship between audi...

Mandi Luo, et al. ∙

research

∙ 01/05/2020

Informative Sample Mining Network for Multi-Domain Image-to-Image Translation

The performance of multi-domain image-to-image translation has been sign...

Jie Cao, et al. ∙

research

∙ 12/21/2019

Style-based Variational Autoencoder for Real-World Super-Resolution

Real-world image super-resolution is a challenging image translation pro...

Xin Ma, et al. ∙

research

∙ 12/17/2019

LAMP-HQ: A Large-Scale Multi-Pose High-Quality Database for NIR-VIS Face Recognition

Near-infrared-visible (NIR-VIS) heterogeneous face recognition matches N...

Aijing Yu, et al. ∙

research

∙ 11/22/2019

Spectral Graph Transformer Networks for Brain Surface Parcellation

The analysis of the brain surface modeled as a graph mesh is a challengi...

Ran He, et al. ∙

research

∙ 09/16/2019

PSGAN: Pose-Robust Spatial-Aware GAN for Customizable Makeup Transfer

We propose a novel Pose-robust Spatial-aware GAN (PSGAN) for transferrin...

Wentao Jiang, et al. ∙

research

∙ 09/12/2019

Augmented Data Science: Towards Industrialization and Democratization of Data Science

Conversion of raw data into insights and knowledge requires substantial ...

Huseyin Uzunalioglu, et al. ∙

research

∙ 09/10/2019

Pose Agnostic Cross-spectral Hallucination via Disentangling Independent Factors

The cross-sensor gap is one of the challenges that arise much research i...

Boyan Duan, et al. ∙

research

∙ 08/20/2019

Make a Face: Towards Arbitrary High Fidelity Face Manipulation

Recent studies have shown remarkable success in face manipulation task w...

Shengju Qian, et al. ∙

research

∙ 08/04/2019

Theme Aware Aesthetic Distribution Prediction with Full Resolution Photos

Aesthetic quality assessment (AQA) of photos is a challenging task due t...

Gengyun Jia, et al. ∙

research

∙ 05/22/2019

Attributes Guided Feature Learning for Vehicle Re-identification

Vehicle Re-ID has recently attracted enthusiastic attention due to its p...

Aihua Zheng, et al. ∙

research

∙ 04/14/2019

Biphasic Learning of GANs for High-Resolution Image-to-Image Translation

Despite that the performance of image-to-image translation has been sign...

Jie Cao, et al. ∙

research

∙ 03/31/2019

PyramidBox++: High Performance Detector for Finding Tiny Face

With the rapid development of deep convolutional neural network, face de...

Zhihang Li, et al. ∙

research

∙ 03/30/2019

M2FPA: A Multi-Yaw Multi-Pitch High-Quality Database and Benchmark for Facial Pose Analysis

Facial images in surveillance or mobile scenarios often have large view-...

Peipei Li, et al. ∙

research

∙ 03/30/2019

UVA: A Universal Variational Framework for Continuous Age Analysis

Conventional methods for facial age analysis tend to utilize accurate ag...

Peipei Li, et al. ∙

research

∙ 03/28/2019

High Fidelity Face Manipulation with Extreme Pose and Expression

Face manipulation has shown remarkable advances with the flourish of Gen...

Chaoyou Fu, et al. ∙

research

∙ 03/25/2019

Dual Variational Generation for Low-Shot Heterogeneous Face Recognition

Heterogeneous Face Recognition (HFR) is a challenging issue because of t...

Chaoyou Fu, et al. ∙

research

∙ 02/10/2019

Cross-spectral Face Completion for NIR-VIS Heterogeneous Face Recognition

Near infrared-visible (NIR-VIS) heterogeneous face recognition refers to...

Ran He, et al. ∙

research

∙ 01/31/2019

Joint Iris Segmentation and Localization Using Deep Multi-task Learning Framework

Iris segmentation and localization in non-cooperative environment is cha...

Caiyong Wang, et al. ∙

research

∙ 12/26/2018

A Survey to Deep Facial Attribute Analysis

Facial attribute analysis has received considerable attention with the d...

Xin Zheng, et al. ∙

Ran He

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