b'Lei Zhao'

research

∙ 09/12/2023

TSSAT: Two-Stage Statistics-Aware Transformation for Artistic Style Transfer

Artistic style transfer aims to create new artistic images by rendering ...

0 Haibo Chen, et al. ∙

research

∙ 08/30/2023

A Unified Analysis for the Subgradient Methods Minimizing Composite Nonconvex, Nonsmooth and Non-Lipschitz Functions

In this paper we propose a proximal subgradient method (Prox-SubGrad) fo...

0 Daoli Zhu, et al. ∙

research

∙ 08/16/2023

Classification Committee for Active Deep Object Detection

In object detection, the cost of labeling is much high because it needs ...

0 Lei Zhao, et al. ∙

research

∙ 08/15/2023

StyleDiffusion: Controllable Disentangled Style Transfer via Diffusion Models

Content and style (C-S) disentanglement is a fundamental problem and cri...

0 Zhizhong Wang, et al. ∙

research

∙ 06/17/2023

Do as I can, not as I get: Topology-aware multi-hop reasoning on multi-modal knowledge graphs

Multi-modal knowledge graph (MKG) includes triplets that consist of enti...

0 Shangfei Zheng, et al. ∙

research

∙ 06/02/2023

An Augmented Lagrangian Approach to Conically Constrained Non-monotone Variational Inequality Problems

In this paper we consider a non-monotone (mixed) variational inequality ...

0 Lei Zhao, et al. ∙

research

∙ 05/26/2023

Joint Optimization of Triangle Mesh, Material, and Light from Neural Fields with Neural Radiance Cache

Traditional inverse rendering techniques are based on textured meshes, w...

0 Jiakai Sun, et al. ∙

research

∙ 05/23/2023

Revisiting Subgradient Method: Complexity and Convergence Beyond Lipschitz Continuity

The subgradient method is one of the most fundamental algorithmic scheme...

0 Xiao Li, et al. ∙

research

∙ 04/28/2023

Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation

Sequential recommendation aims to capture users' dynamic interest and pr...

0 Hanwen Du, et al. ∙

research

∙ 04/26/2023

VGOS: Voxel Grid Optimization for View Synthesis from Sparse Inputs

Neural Radiance Fields (NeRF) has shown great success in novel view synt...

0 Jiakai Sun, et al. ∙

research

∙ 04/22/2023

Sequential Recommendation with Probabilistic Logical Reasoning

Deep learning and symbolic learning are two frequently employed methods ...

0 Huanhuan Yuan, et al. ∙

research

∙ 04/08/2023

DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning

Temporal knowledge graphs (TKGs) model the temporal evolution of events ...

0 Shangfei Zheng, et al. ∙

research

∙ 03/23/2023

Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive Learning

This paper presents a new adversarial training framework for image inpai...

0 Zhiwen Zuo, et al. ∙

research

∙ 12/01/2022

Long-Document Cross-Lingual Summarization

Cross-Lingual Summarization (CLS) aims at generating summaries in one la...

0 Shaohui Zheng, et al. ∙

research

∙ 11/28/2022

MicroAST: Towards Super-Fast Ultra-Resolution Arbitrary Style Transfer

Arbitrary style transfer (AST) transfers arbitrary artistic styles onto ...

0 Zhizhong Wang, et al. ∙

research

∙ 10/07/2022

An Investigation into Whitening Loss for Self-supervised Learning

A desirable objective in self-supervised learning (SSL) is to avoid feat...

8 Xi Weng, et al. ∙

research

∙ 09/08/2022

Does Attention Mechanism Possess the Feature of Human Reading? A Perspective of Sentiment Classification Task

[Purpose] To understand the meaning of a sentence, humans can focus on i...

0 Lei Zhao, et al. ∙

research

∙ 09/03/2022

MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning

Multi-modal knowledge graphs (MKGs) include not only the relation triple...

2 Shangfei Zheng, et al. ∙

research

∙ 09/03/2022

Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction

Inductive link prediction (ILP) is to predict links for unseen entities ...

34 Yufeng Zhang, et al. ∙

research

∙ 08/27/2022

AesUST: Towards Aesthetic-Enhanced Universal Style Transfer

Recent studies have shown remarkable success in universal style transfer...

2 Zhizhong Wang, et al. ∙

research

∙ 08/08/2022

Contrastive Learning with Bidirectional Transformers for Sequential Recommendation

Contrastive learning with Transformer-based sequence encoder has gained ...

0 Hanwen Du, et al. ∙

research

∙ 07/17/2022

RT-KGD: Relation Transition Aware Knowledge-Grounded Dialogue Generation

Grounding dialogue system with external knowledge is a promising way to ...

1 Kexin Wang, et al. ∙

research

∙ 07/10/2022

A numerical analysis of planar central and balanced configurations in the (n+1)-body problem with a small mass

Two numerical algorithms for analyzing planar central and balanced confi...

0 Alexandru Doicu, et al. ∙

research

∙ 06/30/2022

Randomized Coordinate Subgradient Method for Nonsmooth Optimization

Nonsmooth optimization finds wide applications in many engineering field...

5 Lei Zhao, et al. ∙

research

∙ 04/21/2022

Learnable Model Augmentation Self-Supervised Learning for Sequential Recommendation

Sequential Recommendation aims to predict the next item based on user be...

0 Yongjing Hao, et al. ∙

research

∙ 01/29/2022

Incorporating Commonsense Knowledge into Story Ending Generation via Heterogeneous Graph Networks

Story ending generation is an interesting and challenging task, which ai...

7 Jiaan Wang, et al. ∙

research

∙ 01/08/2022

HFUL: A Hybrid Framework for User Account Linkage across Location-Aware Social Networks

Sources of complementary information are connected when we link user acc...

0 Wei Chen, et al. ∙

research

∙ 12/06/2021

Texture Reformer: Towards Fast and Universal Interactive Texture Transfer

In this paper, we present the texture reformer, a fast and universal neu...

0 Zhizhong Wang, et al. ∙

research

∙ 11/28/2021

Enhancing Keyphrase Extraction from Academic Articles with their Reference Information

With the development of Internet technology, the phenomenon of informati...

0 Chengzhi Zhang, et al. ∙

research

∙ 11/24/2021

Knowledge Enhanced Sports Game Summarization

Sports game summarization aims at generating sports news from live comme...

0 Jiaan Wang, et al. ∙

research

∙ 11/20/2021

Quaternion-Based Graph Convolution Network for Recommendation

Graph Convolution Network (GCN) has been widely applied in recommender s...

0 Yaxing Fang, et al. ∙

research

∙ 07/19/2021

VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results

Crowd counting on the drone platform is an interesting topic in computer...

2 Dawei Du, et al. ∙

research

∙ 01/25/2021

From Model-driven to Data-driven: A Survey on Active Deep Learning

Which samples should be labelled in a large data set is one of the most ...

14 Peng Liu, et al. ∙

research

∙ 01/16/2021

Diversified Patch-based Style Transfer with Shifted Style Normalization

Gram-based and patch-based approaches are two important research lines o...

2 Zhizhong Wang, et al. ∙

research

∙ 01/03/2021

AlphaFuzz: Evolutionary Mutation-based Fuzzing as Monte Carlo Tree Search

Fuzzing is becoming more and more popular in the field of vulnerability ...

0 Yiru Zhao, et al. ∙

research

∙ 10/29/2020

A stochastic optimization algorithm for analyzing planar central and balanced configurations in the n-body problem

A stochastic optimization algorithm for analyzing planar central and bal...

0 Alexandru Doicu, et al. ∙

research

∙ 08/08/2020

Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization

In this paper, we present a novel framework that can achieve multimodal ...

0 Zhiwen Zuo, et al. ∙

research

∙ 08/07/2020

MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction

Click-through rate (CTR) prediction is a critical task in online adverti...

0 Wentao Ouyang, et al. ∙

research

∙ 04/16/2020

Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation

Deformation field estimation is an important and challenging issue in ma...

0 Yujia Zhou, et al. ∙

research

∙ 04/01/2020

An Efficient Agreement Mechanism in CapsNets By Pairwise Product

Capsule networks (CapsNets) are capable of modeling visual hierarchical ...

0 Lei Zhao, et al. ∙

research

∙ 03/27/2020

An Investigation into the Stochasticity of Batch Whitening

Batch Normalization (BN) is extensively employed in various network arch...

0 Lei Huang, et al. ∙

research

∙ 09/18/2019

Diversified Arbitrary Style Transfer via Deep Feature Perturbation

Image style transfer is an underdetermined problem, where a large number...

13 Zhizhong Wang, et al. ∙

research

∙ 01/21/2019

On Compression of Unsupervised Neural Nets by Pruning Weak Connections

Unsupervised neural nets such as Restricted Boltzmann Machines(RBMs) and...

0 Zhiwen Zuo, et al. ∙

research

∙ 11/18/2018

GLStyleNet: Higher Quality Style Transfer Combining Global and Local Pyramid Features

Recent studies using deep neural networks have shown remarkable success ...

0 Zhizhong Wang, et al. ∙

Lei Zhao

Featured Co-authors