Trainablity Preserving Neural Pruning

Huan Wang, Yun Fu

ICLR 2023
PDF

Contrastive Alignment of Vision to Language Through Parameter-efficient Transfer Learning

Zaid Khan, Yun Fu

ICLR 2023
PDF

Image as Set of Points

Xu Ma, Yuqian Zhou, Huan Wang, Can Qin, Bin Sun, Chang Liu, Yun Fu

ICLR 2023
PDF

Discovering Information and Robust Positives for Video Domain Adaptation

Chang Liu, Kunpeng Li, Michael Stopa, Jun Amano, Yun Fu

ICLR 2023
PDF

Latent Graph Inference with Limited Supervision

Jianglin Lu, Yi Xu, Huan Wang, Yue Bai, Yun Fu

NeurIPS 2023
PDF

Exploring Question Decomposition for Zero-Shot VQA

Zaid Khan, Vijay Kumar BG, Samuel Schulter, Manmohan Chandraker, Yun Fu

NeurIPS 2023
PDF

SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds

Yanyu Li, Huan Wang, Qing Jin, Ju Hu, Pavlo Chemerys, Yun Fu, Yanzhi Wang, Sergey Tulyakov, Jian Ren

NeurIPS 2023
PDF

UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild

Can Qin, Shu Zhang, Ning Yu, Yihao Feng, Xinyi Yang, Yingbo Zhou, Huan Wang, Juan Carlos Niebles, Caiming Xiong, Silvio Savarese†, Stefano Ermon, Yun Fu, and Ran Xu

NeurIPS 2023
PDF

Frame Flexible Network

Yitian Zhang, Yue Bai, Chang Liu, Huan Wang, Sheng Li, Yun Fu

CVPR 2023
PDF

NeRFInvertor: High Fidelity NeRF-GAN Inversion for Single-shot Real Image Animation

Yu Yin, Kamran Ghasedi, HsiangTao Wu, Jiaolong Yang, Xin Tong, Yun Fu

CVPR 2023
PDF

Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction

Yi Xu, Armin Bazarjani, Hyung-gun Chi, Chiho Choi, Yun Fu

CVPR 2023
PDF

Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images!

Zaid Khan, Vijay Kumar BG, Samuel Schulter, Xiang Yu, Yun Fu, Manmohan Chandraker

CVPR 2023
PDF

Real-Time Neural Light Field on Mobile Devices

Junli Cao, Huan Wang, Pavlo Chemerys, Vladislav Shakhrai, Ju Hu, Yun Fu, Denys Makoviichuk, Sergey Tulyakov, Jian Ren

CVPR 2023
PDF

Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution

Jiamian Wang, Huan Wang, Yulun Zhang, Yun Fu, and Zhiqiang Tao

ICCV 2023
PDF

BEV-DG: Cross-Modal Learning under Bird’s-Eye View for Domain Generalization of 3D Semantic Segmentation

Miaoyu Li, Yachao Zhang, Xu Ma, Yanyun Qu, Yun Fu

ICCV 2023
PDF

Efficient Converted Spiking Neural Network for 3D and 2D Classification

Yuxiang Lan, Yachao Zhang, Xu Ma, Yanyun Qu, Yun Fu

ICCV 2023
PDF

GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation

Can Qin, Ning Yu, Chen Xing, Shu Zhang, Zeyuan Chen, Stefano Ermon, Yun Fu, Caiming Xiong, Ran Xu

ICCV 2023
PDF

Momentum in Momentum for Adaptive optimization

Yizhou Wang, Yue Kang, Can Qin, Huan Wang, Yi Xu, Yulun Zhang, Yun Fu

ICDM 2023

Concentric Ring Loss for Face Forgery Detection

Yu Yin, Yue Bai, Yizhou Wang, Yun Fu

ICDM 2023

Hybrid Pixel-Unshuffled Network for Lightweight Image Super-Resolution

Bin Sun, Yulun Zhang, Songyao Jiang, Yun Fu

AAAI 2023
PDF

Layout Representation Learning with Spatial and Structural Hierarchies

Yue Bai, Dipu Manandhar, Zhaowen Wang, John Collomosse, Yun Fu

AAAI 2023
PDF

Rethinking Neighborhood Consistency Learning on Unsupervised Domain Adaptation

Chang Liu, Lichen Wang, Yun Fu

ACM MM 2023

Layout Sequence Prediction From Noisy Mobile Modality

Haichao Zhang, Yi Xu, Hongsheng Lu, Takayuki Shimizu, Yun Fu

ACM MM 2023
PDF

High-Throughput Microscopy Image Deblurring with Graph Reasoning Attention Network

Yulun Zhang, Donglai Wei, Richard Schalek, Yuelong Wu, Stephen Turney, Jeff Lichtman, Hanspeter Pfister, Yun Fu

ISBI 2023
PDF

Improving Cross-Domain Detection with Self-Supervised Learning

Kai Li, Curtis Wigington, Chris Tensmeyer, Vlad I. Morariu, Handong Zhao, Varun Manjunatha, Nikolaos Barmpalios, Yun Fu

CVPRW 2023
PDF

Transforming Complex Problems Into K-Means Solutions

Hongfu Liu, Junxiang Chen, Jennifer Dy, Yun Fu

IEEE TPAMI 2023
PDF

Global Aligned Structured Sparsity Learning for Efficient Image Super-Resolution

Huan Wang, Yulun Zhang, Can Qin, Luc Van Gool, Yun Fu

IEEE TPAMI 2023
PDF

Lattice Network for Lightweight Image Restoration

Xiaotong Luo, Yanyun Qu, Yuan Xie, Yulun Zhang, Cuihua Li, Yun Fu

IEEE TPAMI 2023
PDF

LRPRNet: Lightweight Deep Network by Low-Rank Pointwise Residual Convolution

Bin Sun, Jun Li, Ming Shao, Yun Fu
IEEE TNNLS 2023
PDF

From Ensemble Clustering to Subspace Clustering: Cluster Structure Encoding

Zhiqiang Tao, Jun Li, Huazhu Fu, Yu Kong, Yun Fu
IEEE TNNLS 2023
PDF

Balancing Biases and Preserving Privacy on Balanced Faces in the Wild

Joseph P. Robinson, Can Qin, Yann Henon, Samson Timoner, Yun Fu

IEEE TIP 2023
PDF

Pyramid Attention Network for Image Restoration

Yiqun Mei, Yuchen Fan, Yulun Zhang, Jiahui Yu, Yuqian Zhou, Ding Liu, Yun Fu, Thomas S. Huang, Humphrey Shi
IJCV 2023
PDF

Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework

Xu Ma, Can Qin, Haoxuan You, Haoxi Ran, Yun Fu

ICLR 2022
PDF
code

Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning

Yulun Zhang, Huan Wang, Can Qin, Yun Fu

ICLR 2022
PDF

Dual Lottery Ticket Hypothesis

Yue Bai, Huan Wang, Zhiqiang Tao, Kunpeng Li, Yun Fu

ICLR 2022
PDF
code

Look More but Care Less in Video Recognition

Yitian Zhang, Yue Bai, Huan Wang, Yi Xu, Yun Fu

NeurIPS 2022
PDF

What Makes a “Good” Data Augmentation in Knowledge Distillation – A Statistical Perspective

Huan Wang, Suhas Lohit, Michael Jeffrey Jones, Yun Fu

NeurIPS 2022
PDF
code
homepage

Parameter-Efficient Masking Networks

Yue Bai, Huan Wang, Xu Ma, Yitian Zhang, Zhiqiang Tao, Yun Fu

NeurIPS 2022
PDF

Towards Layer-wise Image Vectorization

Xu Ma, Yuqian Zhou, Xingqian Xu, Bin Sun, Valerii Filev, Nikita Orlov, Yun Fu, Humphrey Shi

CVPR 2022
PDF
code
homepage

Adaptive Trajectory Prediction via Transferable GNN

Yi Xu, Lichen Wang, Yizhou Wang, Yun Fu

CVPR 2022
PDF

Learning to Learn across Diverse Data Biases in Deep Face Recognition

Chang Liu, Xiang Yu, Yi-Hsuan Tsai, Masoud Faraki, Ramin Moslemi, Manmohan Chandraker, Yun Fu

CVPR 2022
PDF

Single-Stream Multi-Level Alignment for Vision-Language Pretraining

Zaid Khan, Vijay Kumar B G, Xiang Yu, Samuel Schulter, Manmohan Chandraker, Yun Fu

ECCV 2022
PDF

R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis

Huan Wang, Jian Ren, Zeng Huang, Kyle Olszewski, Menglei Chai, Yun Fu, Sergey Tulyakov

ECCV 2022
PDF

Self-supervision Meets Adversarial Perturbation: A Novel Framework for Anomaly Detection

Yizhou Wang, Can Qin, Rongzhe Wei, Yi Xu, Yue Bai, Yun Fu

CIKM 2022
PDF
code

Robust Semi-supervised Domain Adaptation against Noisy Labels

Can Qin, Yizhou Wang, Yun Fu

CIKM 2022
PDF

Making Reconstruction-based Method Great Again for Video Anomaly Detection

Yizhou Wang, Can Qin, Yue Bai, Yi Xu, Xu Ma and Yun Fu

ICDM 2022
code

Learning from Weakly-labeled Web Videos via Exploring Sub-Concepts

Kunpeng Li, Zizhao Zhang, Guanhang Wu, Xuehan Xiong, Chen-Yu Lee, Zhichao Lu, Yun Fu, Tomas Pfister

AAAI 2022
PDF

Recent Advances on Neural Network Pruning at Initialization

Huan Wang, Can Qin, Yue Bai, Yulun Zhang, Yun Fu

IJCAI 2022 Survey Track
PDF
Link

MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning

Yi Xu, Lichen Wang, Yizhou Wang, Can Qin, Yulun Zhang, Yun Fu

IJCAI 2022
PDF

Test-time Fourier Style Calibration for Domain Generalization

Xingchen Zhao, Chang Liu, Anthony Sicilia, Seong Jae Hwang, Yun Fu

IJCAI 2022
PDF

External Knowledge Infusion for Tabular Pre-training Models with Dual-adapters

Can Qin, Sungchul Kim, Handong Zhao, Tong Yu, Ryan Rossi, Yun Fu

KDD 2022
PDF

Meta Adversarial Weight for Unsupervised Domain Adaptation

Chang Liu, Lichen Wang, Yun Fu

SDM 2022
PDF

Collaborative Attention Mechanism for Multi-Modal Time Series Classification

Yue Bai, Zhiqiang Tao, Lichen Wang, Sheng Li, Yu Yin, Yun Fu

SDM 2022
PDF

Adjustable Memory-efficient Image Super-resolution via Individual Kernel Sparsity

Xiaotong Luo, Mingliang Dai, Yulun Zhang, Yuan Xie, Ding Liu, Yanyun Qu, Yun Fu, Junping Zhang:

ACM MM 2022
PDF

Multimodal In-bed Pose and Shape Estimation under the Blankets

Yu Yin, Joseph P. Robinson, Yun Fu

ACM MM 2022
PDF

Generating Topological Structure of Floorplans from Room Attributes

Yu Yin, Will Hutchcroft, Naji Khosravan, Ivaylo Boyadzhiev, Yun Fu, Sing Bing Kang

ICMR 2022
PDF

Image-Text Embedding Learning via Visual and Textual Semantic Reasoning

Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li, Yun Fu

IEEE TPAMI 2022
PDF

Semi-supervised Domain Adaptive Structure Learning

Can Qin, Lichen Wang, Qianqian Ma, Yu Yin, Huan Wang, Yun Fu

IEEE TIP 2022
PDF

Human Motion Segmentation via Velocity-Sensitive Dual-Side Auto-Encoder

Yue Bai, Lichen Wang, Yunyu Liu, Yu Yin, Hang Di, Yun Fu

IEEE TIP 2022
PDF

Generative Multi-Label Correlation Learning

Lichen Wang, Zhengming Ding, Kasey Lee, Seungju Han, Jae-Joon Han, Changkyu Choi, Yun Fu

ACM TKDD 2022
PDF

Guided Graph Attention Learning for Video-Text Matching

Kunpeng Li, Chang Liu, Jun Amano, Yun Fu

ACM TOMM 2022
PDF

Self-Directed Online Machine Learning for Topology Optimization

Changyu Deng, Yizhou Wang, Can Qin, Yun Fu, Wei Lu

Nature Communications 2022
PDF
code

Human Action Recognition and Prediction: A Survey

Yu Kong, Yun Fu

IJCV 2022
PDF

Neural Pruning via Growing Regularization

Huan Wang, Can Qin, Yulun Zhang, Yun Fu

ICLR 2021
PDF
arXiv
code

Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation

Can Qin, Handong Zhao, Lichen Wang, Huan Wang, Yulun Zhang, Yun Fu

NeurIPS 2021
PDF

Aligned Structured Sparsity Learning for Efficient Image Super-Resolution

Yulun Zhang, Huan Wang, Can Qin, Yun Fu

NeurIPS 2021
PDF

MR Image Super-Resolution with Squeeze and Excitation Reasoning Attention Network

Yulun Zhang, Kai Li, Kunpeng Li, Yun Fu

CVPR 2021

ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation

Kai Li, Chang Liu, Handong Zhao, Yulun Zhang, Yun Fu

ICCV 2021
PDF
arXiv
code

Context Reasoning Attention Network for Image Super-Resolution

Yulun Zhang, Donglai Wei, Can Qin, Huan Wang, Hanspeter Pfister, Yun Fu

ICCV 2021
PDF
arXiv

Dynamic High-Pass Filtering and Multi-Spectral Attention for Image Super-Resolution

Salma Abdel Magid, Yulun Zhang, Donglai Wei, Won-Dong Jang, Zudi Lin, Yun Fu, Hanspeter Pfister

ICCV 2021
PDF

Aspect-based Sentiment Classification via Reinforcement Learning

Lichen Wang, Bo Zong, Yunyu Liu, Can Qin, Wei Cheng, Wenchao Yu, Xuchao Zhang, Haifeng Chen, Yun Fu

ICDM 2021

Correlative Channel-Aware Fusion for Multi-View Time Series Classification

Yue Bai, Lichen Wang, Zhiqiang Tao, Sheng Li, Yun Fu

AAAI 2021
PDF
arXiv
code

Can Qin, Lichen Wang, Qianqian Ma, Yu Yin, Huan Wang, Yun Fu

SDM 2021
PDF
arXiv
code

Exploiting BERT for Multimodal Target Sentiment Classification Through Input Space Translation

Zaid Khan, Yun Fu

ACM MM 2021
PDF
arXiv
code

SuperFront: From Low-resolution to High-resolution Frontal Face Synthesis

Yu Yin, Joseph Robinson, Songyao Jiang, Yue Bai, Can Qin, Yun Fu

ACM MM 2021
PDF
arXiv

Domain Generalization via Feature Variation Decorrelation

Chang Liu, Lichen Wang, Kai Li, Yun Fu

ACM MM 2021

Faster-PPN: Towards Real-Time Semantic Segmentation with Dual Mutual Learning for Ultra-High Resolution Images

Bicheng Dai, Kaisheng Wu, Tong Wu, Kai Li, Yanyun Qu, Yuan Xie, Yun Fu

ACM MM 2021

Zaid Khan, Yun Fu

FAccT 2021
PDF
arXiv
code

Sara Bunian, Kai Li, Chaima Jemmali, Casper Harteveld, Yun Fu, Magy Seif El-Nasr

CHI 2021
PDF
arXiv

Huixian Zhang, Shuhui Jiang, Yun Fu

FG 2021

Songyao Jiang, Hongfu Liu, Yue Wu, Yun Fu

FG 2021 (NVIDIA CCS Best Student Paper Award)
PDF
code

Songyao Jiang, Bin Sun, Lichen Wang, Yue Bai, Kunpeng Li, Yun Fu

CVPRW 2021
PDF
arXiv
code

Survey on the Analysis and Modeling of Visual Kinship: A Decade in the Making

Joseph P Robinson, Ming Shao, Yun Fu
IEEE TPAMI 2021
PDF
arXiv
code

Residual Dense Network for Image Restoration

Yulun Zhang, Yapeng Tian, Yu Kong, Bineng Zhong, Yun Fu
IEEE TPAMI 2021
PDF
arXiv

Learnable Subspace Clustering

Jun Li, Hongfu Liu, Zhiqiang Tao, Handong Zhao, Yun Fu
IEEE TNNLS 2021
PDF
arXiv

Vehicle and Person Re-Identification with Support Neighbor Loss

Kai Li, Zhengming Ding, Kunpeng Li, Yulun Zhang, Yun Fu
IEEE TNNLS 2021
PDF

Deep Learning for Fashion Style Generation

Shuhui Jiang, Jun Li, Yun Fu
IEEE TNNLS 2021

Continual Multi-view Task Learning via Deep Matrix Factorization

Gan Sun, Yang Cong, Yulun Zhang, Guoshuai Zhao, Yun Fu
IEEE TNNLS 2021
PDF

Representative Task Self-selection for Flexible Clustered Lifelong Learning

Gan Sun, Yang Cong, Qianqian Wang, Bineng Zhong, Yun Fu
IEEE TNNLS 2021
PDF
arXiv

Semi-supervised Dual Relation Learning for Multi-label Classification

Lichen Wang, Yunyu Liu, Hang Di, Can Qin, Gan Sun, Yun Fu
IEEE TIP 2021
PDF

Accurate and Fast ImageDenoising via Attention Guided Scaling

Yulun Zhang, Kunpeng Li, Kai Li, Yu Kong, Gan Sun, Yun Fu
IEEE TIP 2021

Generative Partial Multi-View Clustering with Adaptive Fusion and Cycle Consistency

Qianqian Wang, Zhengming Ding, Zhiqiang Tao, Quanxue Gao, Yun Fu
IEEE TIP 2021
PDF
arXiv
code

Geometrically Editable Face Image Translation with Adversarial Networks

Songyao Jiang, Zhiqiang Tao and Yun Fu

IEEE TIP 2021
PDF
arXiv
code

Generic Multi-label Annotation via Adaptive Graph and Marginalized Augmentation

Lichen Wang, Zhengming Ding, Yun Fu
ACM TKDD 2021
PDF
arXiv

Clustering with Outlier Removal

Hongfu Liu, Jun Li, Yue Wu, Yun Fu

IEEE TKDE 2021
PDF

Families In Wild Multimedia (FIW MM): A Multimodal Database for Recognizing Kinship

Joseph P. Robinson, Zaid Khan, Yu Yin, Ming Shao, Yun Fu
IEEE TMM 2021
PDF
arXiv

Large-Scale Subspace Clustering by Independent Distributed and Parallel Coding

Jun Li, Zhiqiang Tao, Yue Wu, Bineng Zhong, Yun Fu
IEEE T-Cybernetics 2021

Self-guided Deep Multi-view Subspace Clustering via Consensus Affinity Regularization

Kai Li, Hongfu Liu, Yulun Zhang, Kunpeng Li, Yun Fu
IEEE T-Cybernetics 2021
PDF

Harnessing Deep Learning to Overcome Photo-toxicity for Live-cell Imaging

Zhenmin Hong, Tengqian Sun, Songyao Jiang, Kunpeng Li, Yun Fu, Huizhong Xu, Jin Zhang, Yongmin Liu, Qing Ye, Hu Cang
Nature: Commun. Biol. 2021

Interfacing Photonics with Artificial Intelligence: A New Design Strategy for Photonic Structures and Devices based on Artificial Neural Networks

Yihao Xu, Xianzhe Zhang, Yun Fu, Yongmin Liu
Photonics Research 2021
PDF
arXiv

Lichen Wang, Bo Zong, Qianqian Ma, Wei Cheng, Jingchao Ni, Wenchao Yu, Yanchi Liu, Dongjin Song, Haifeng Chen, Yun Fu

ICLR 2020
PDF
arXiv

Zhiqiang Tao, Yaliang Li, Bolin Ding, Ce Zhang, Jingren Zhou, Yun Fu

NeurIPS 2020
PDF
arXiv

Yuchen Fan, Jiahui Yu, Yiqun Mei, Yulun Zhang, Yun Fu, Ding Liu, Thomas S. Huang

NeurIPS 2020
PDF
arXiv
code

Yue Wu, Yinpeng Chen, Lu Yuan, Zicheng Liu, Lijuan Wang, Hongzhi Li, Yun Fu

CVPR 2020
PDF
arXiv

Yapeng Tian, Yulun Zhang, Yun Fu, and Chenliang Xu

CVPR 2020
PDF
arXiv

Xiaoyu Xiang, Yapeng Tian, Yulun Zhang, Yun Fu, Jan Allebach, and Chenliang Xu

CVPR 2020
PDF
arXiv
code

Screencast Tutorial Video Understanding

Kunpeng Li, Chen Fang, Zhaowen Wang, Seokhwan Kim, Hailin Jin, Yun Fu

CVPR 2020
PDF
arXiv
code

Cross-Domain Document Object Detection: Benchmark Suite and Method

Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad I. Morariu, Varun Manjunatha, Tong Sun, Yun Fu

CVPR 2020
PDF
arXiv
code

Kai Li, Yulun Zhang, Kunpeng Li, and Yun Fu

CVPR 2020
PDF
arXiv

Gaurav Mittal*, Chang Liu*, Nikolaos Karianakis, Victor Fragoso, Mei Chen, Yun Fu (* equal contribution)

CVPR 2020
PDF
arXiv

Shuhan Chen, Yun Fu

ECCV 2020
PDF
arXiv

Yunyu Liu, Lichen Wang, Yue Bai, Can Qin, Zhengming Ding, Yun Fu

ECCV 2020
PDF
arXiv
code

Xiaotong Luo, Yuan Xie, Yulun Zhang, Yanyun Qu, Cuihua Li, Yun Fu

ECCV 2020
PDF
arXiv

Yulun Zhang, Zhifei Zhang, Stephen DiVerdi, Zhaowen Wang, Jose Echevarria, Yun Fu

ECCV 2020
PDF
arXiv

Gan Sun, Yang Cong, Qianqian Wang, Jun Li, Yun Fu

AAAI 2020
PDF
arXiv

Lichen Wang, Yunyu Liu, Can Qin, Gan Sun, Yun Fu

AAAI 2020
PDF
arXiv
code

Yu Yin, Joseph Robinson, Yulun Zhang, Yun Fu

AAAI 2020
PDF
arXiv

Yue Bai, Lichen Wang, Yunyu Liu, Yu Yin, Yun Fu

ICDM 2020
PDF
arXiv
code

Yu Yin, Songyao Jiang, Joseph Robinson, and Yun Fu

FG 2020
PDF
arXiv

Bin Sun, Jun Li, Yun Fu

FG 2020
PDF
arXiv

EV-Action: Electromyography-Vision Multi-Modal Action Dataset

Lichen Wang, Bin Sun, Joseph Robinson, Taotao Jing, Yun Fu

FG 2020
PDF
arXiv
code

Joseph Robinson, Yun Fu, Yann Henon, Gennady Livitz, Can Qin, and Samson Timoner

CVPRW 2020
PDF
arXiv
code

Yulun Zhang, Yapeng Tian, Yu Kong, Bineng Zhong, Yun Fu

IEEE TPAMI 2020
PDF
arXiv

Shuhui Jiang, Zhengming Ding, Yun Fu

IEEE TPAMI 2020
PDF
arXiv

Kunpeng Li, Ziyan Wu, Kuan-Chuan Peng, Jan Ernst, Yun Fu

IEEE TPAMI 2020
PDF
arXiv

Shuhui Jiang, Haiyi Mao, Zhengming Ding, Yun Fu

IEEE TNNLS 2020
PDF
arXiv

Kai Li, Zhengming Ding, Kunpeng Li, Yulun Zhang, Yun Fu

IEEE TNNLS 2020
PDF
arXiv

Gan Sun, Yang Cong, Yulun Zhang, Guoshuai Zhao, Yun Fu

IEEE TNNLS 2020
PDF
arXiv

Jun Li, Hongfu Liu, Zhiqiang Tao, Handong Zhao and Yun Fu

IEEE TNNLS 2020
PDF
arXiv
code

Zhiqiang Tao, Hongfu Liu, Sheng Li, Zhengming Ding, Yun Fu

IEEE TNNLS 2020
PDF
arXiv

Changsheng Lu, Siyu Xia, Ming Shao, Yun Fu

IEEE TIP 2020
PDF
arXiv
code

Shuhan Chen, Xiuli Tan, Ben Wang, Huchuan Lu, Xuelong Hu, Yun Fu

IEEE TIP 2020
PDF
arXiv

Hongfu Liu, Jun Li, Yue Wu, Yun Fu

IEEE TKDE 2020
PDF
arXiv

Shuhui Jiang, Zhaowen Wang, Aaron Hertzmann, Hailin Jin, Yun Fu

IEEE TMM 2020
PDF
arXiv

Chengcheng Jia, Zhengming Ding, Yu Kong, Yun Fu

IEEE TCSVT 2020
PDF
arXiv

Yi Tian, Yu Kong, Qiuqi Ruan, Gaoyun An, Yun Fu

IEEE TCSVT 2020
PDF
arXiv

Residual Non-local Attention Networks for Image Restoration

Yulun Zhang, Kunpeng Li, Kai Li, Bineng Zhong, Yun Fu

ICLR 2019
PDF
arXiv

PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation

Can Qin, Haoxuan You, Lichen Wang, C.-C. Jay Kuo, Yun Fu

NeurIPS 2019
PDF
arXiv
code

Large Scale Incremental Learning

Yue Wu, Yinpeng Chen, Lijuan Wang, Yuancheng Ye, Zicheng Liu, Yandong Guo, Yun Fu

CVPR 2019
PDF
arXiv

Generative Multi-View Human Action Recognition

Lichen Wang, Zhengming Ding, Zhiqiang Tiao, Yunyu Liu, Yun Fu

ICCV 2019 (Oral)
PDF
arXiv
code

Visual Semantic Reasoning for Image-Text Matching

Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li, Yun Fu

ICCV 2019 (Oral)
PDF
arXiv
code
Talk

Attention Bridging Network for Knowledge Transfer

Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li, Yun Fu

ICCV 2019
PDF
arXiv

Multimodal Style Transfer via Graph Cuts

Yulun Zhang, Chen Fang, Yilin Wang, Zhaowen Wang, Zhe Lin, Yun Fu, and Jimei Yang

ICCV 2019
PDF
arXiv

Laplace Landmark Localization

Joseph Robinson, Yuncheng Li, Ning Zhang, Yun Fu, and Sergey Tulyakov

ICCV 2019
PDF
arXiv

Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective

Kai Li, Martin Renqiang Min, and Yun Fu

ICCV 2019
PDF
arXiv
code

Structured and Sparse Annotations for Image Emotion Distribution Learning

Haitao Xiong, Bineng Zhong, Hongfu Liu, and Yun Fu

AAAI 2019
PDF
arXiv

Adversarial Graph Embedding for Ensemble Clustering

Zhiqiang Tao, Hongfu Liu, Jun Li, Zhaowen Wang, Yun Fu

IJCAI 2019
PDF
arXiv

Log2Intent: Towards Interpretable User Modeling via Recurrent Semantics Memory Unit

Zhiqiang Tao, Sheng Li, Zhaowen Wang, Chen Fang, Longqi Yang, Handong Zhao, and Yun Fu

KDD 2019 (oral)
PDF
arXiv

Generative Correlation Discovery Network for Multi-Label Learning

Lichen Wang, Zhengming Ding, Seungju Han, Jae-Joon Han, Changkyu Choi, Yun Fu

ICDM 2019
PDF
arXiv
code

On Novel Object Recognition: A Unified Framework for Discriminability and Adaptability

Kai Li, Renqiang Min, Bing Bai, Yun Fu, Hans Peter Graf

CIKM 2019
PDF
arXiv

Segmentation Guided Image-to-Image Translation with Adversarial Networks

Songyao Jiang, Zhiqiang Tao and Yun Fu

FG 2019
PDF
arXiv
code

Fast Facial Image Analogy with Spatial Guidance

Chengyao Zheng, Siyu Xia, Ming Shao, Yun Fu

FG 2019
PDF
arXiv

Online Multi-task Clustering for Human Motion Segmentation

Gan Sun, Yang Cong, Lichen Wang, Zhengming Ding, Yun Fu

ICCVW 2019
PDF
arXiv

Generatively Inferential Co-Training for Unsupervised Domain Adaptation

Can Qin, Lichen Wang, Yulun Zhang, Yun Fu

ICCVW 2019 (Best Paper Award)
PDF
arXiv
code

Generative Zero-Shot Learning via Low-Rank Embedded Semantic Dictionary

Zhengming Ding, Ming Shao , Yun Fu

IEEE TPAMI 2019
PDF
arXiv

Cross-Generation Kinship Verification with Sparse Discriminative Metric

Shuyang Wang, Zhengming Ding, Yun Fu

IEEE TPAMI 2019
PDF
arXiv

Adversarial Action Prediction Networks

Yu Kong, Zhiqiang Tao ,Yun Fu

IEEE TPAMI 2019
PDF
arXiv

Towards Resolution-Invariant Person Reidentification via Projective Dictionary Learning

Kai Li, Zhengming Ding, Sheng Li ,Yun Fu

IEEE TNNLS 2019
PDF
arXiv

Deep Transfer Low-Rank Coding for Cross-Domain Learning

Zhengming Ding , Yun Fu

IEEE TNNLS 2019
PDF
arXiv

Multi-View Saliency-Guided Clustering for Image Cosegmentation

Zhiqiang Tao, Hongfu Liu, Huazhu Fu, Yun Fu

IEEE TIP 2019
PDF
arXiv

Discerning Feature Supported Encoder for Image Representation

Shuyang Wang, Zhengming Ding, Yun Fu

IEEE TIP 2019
PDF
arXiv

Hierarchical Tracking by Reinforcement Learning based Searching and Coarse-to-Fine Verifying

Bineng Zhong, Bing Bai, Jun Li, Yulun Zhang, Yun Fu

IEEE TIP 2019
PDF
arXiv

Kunpeng Li, Yu Kong, Yun Fu

IEEE TIP 2019
PDF
arXiv

Visual to Text: Survey of Image and Video Captioning

Sheng Li, Zhiqiang Tao, Kang Li, Yun Fu

IEEE TETCI 2019
PDF
arXiv

Feature Selection with Unsupervised Consensus Guidance

Hongfu Liu, Ming Shao, Yun Fu

IEEE TKDE 2019
PDF
arXiv

Robust Spectral Ensemble Clustering via Rank Minimization

Zhiqiang Tao, Hongfu liu, Sheng Li, Zhengming Ding, Yun Fu

ACM TKDD 2019
PDF
arXiv

Improving Face Representation Learning with Center Invariant Loss

Yue Wu, Hongfu Liu, Jun Li, Yun Fu

IVC 2019 (Invited paper)
PDF
arXiv

Deep Alignment Network Based Multi-person Tracking with Occlusion and Motion Reasoning

Qinqin Zhou, Bineng Zhong, Yulun Zhang, Jun Li, Yun Fu

IEEE TOMM 2019 (Best Paper Award)
PDF
arXiv

Robust Discriminative Metric Learning for Image Representation

Zhengming Ding, Ming Shao, Wonjun Hwang, Sungjoo Suh, Jae-Joon Han, Changkyu Choi, Yun Fu

IEEE TCSVT 2019
PDF
arXiv

Deep Geo-constrained Auto-encoder for Non-landmark GPS Estimation

Shuhui Jiang, Yu Kong, Yun Fu

IEEE TBD 2019
PDF
arXiv

Tell Me Where To Look: Guided Attention Inference Network

Kunpeng Li, Ziyan Wu, Kuan-Chuan Peng, Jan Ernst, Yun Fu

CVPR 2018
PDF
arXiv

Residual Dense Network for Image Super-Resolution

Yulun Zhang, Yapeng Tian, Yu Kong, Bineng Zhong, Yun Fu

CVPR 2018
PDF
arXiv
code

Image Super-Resolution using Very Deep Residual Channel Attention Networks

Yulun Zhang, Kunpeng Li, Kai Li, Lichen Wang, Bineng Zhong, Yun Fu

ECCV 2018
PDF
arXiv
code

Graph Adaptive Knowledge Transfer for Unsupervised Domain Adaptation

Zhengming Ding, Sheng Li, Ming Shao, Yun Fu

ECCV 2018
PDF
arXiv

Latent Discriminant Subspace Representations for Multi-view Outlier Detection

Kai Li, Sheng Li, Zhengming Ding, Weidong Zhang, Yun Fu

AAAI 2018
PDF
arXiv

Discriminative Semi-coupled Projective Dictionary Learning for Low-Resolution Person Re-Identification

Kai Li, Zhengming Ding, Sheng Li, Yun Fu

AAAI 2018
PDF
arXiv

Learning Transferable Subspace for Human Motion Segmentation

Lichen Wang, Zhengming Ding, Yun Fu

AAAI 2018
PDF
arXiv

Predictive Coding Machine for Compressed Sensing and Image Denoising

Jun Li, Hongfu Liu, Yun Fu

AAAI 2018
PDF
arXiv

Action Prediction from Videos via Memorizing Hard-to-Predict Samples

Yu Kong, Shangqian Gao, Bin Sun, Yun Fu

AAAI 2018
PDF
arXiv

Robust Multi-view Representation: A Unified Perspective from Multi-view Learning to Domain Adaption

Zhengming Ding, Ming Shao, Yun Fu

IJCAI 2018
PDF
arXiv

Adaptive Graph Guided Embedding for Multi-label Annotation

Lichen Wang, Zhengming Ding, Yun Fu

IJCAI 2018
PDF
arXiv

Partial Multi-View Clustering via Consistent GAN

Qianqian Wang, Zhengming Ding, Zhiqiang Tao, Quanxue Gao, Yun Fu

ICDM 2018
PDF
arXiv

Robust Lifelong Multi-task Multi-view Representation Learning

Gan Sun, Yang Cong, Jun Li, Yun Fu

ICBK 2018
PDF
arXiv

Generic Embedded Semantic Dictionary for Robust Multi-label Classification

Zhengming Ding, Ming Shao, Sheng Li, Yun Fu

ICBK 2018
PDF
arXiv

One-Shot Face Recognition via Generative Learning

Zhengming Ding, Yandong Guo, Lei Zhang, Yun Fu

FG 2018
PDF
arXiv

Kinship Classification through Latent Adaptive Subspace

Yue Wu, Zhengming Ding, Hongfu Liu, Joseph Robinson, Yun Fu

FG 2018
PDF
arXiv

Fast Clustering with Flexible Balance Constraints

Hongfu Liu, Ziming Huang, Yun Fu, Qi Chen, Mingqin Li, Lintao Zhang

ICBD 2018
PDF
arXiv

Deep Evolutionary 3D Diffusion Heat Maps for Large-pose Face Alignment

Bin Sun, Ming Shao, Siyu Xia, Yun Fu

BMVC 2018
PDF
arXiv

Support Neighbor Loss for Person Re-Identification

Kai Li, Zhengming Ding, Kunpeng Li, Yulun Zhang and Yun Fu

ACM MM 2018
PDF
arXiv
code

Semantically Guided Visual Question Answering

Handong Zhao, Quanfu Fan, Dan Gutfreund, Yun Fu

WACV 2018
PDF
arXiv

Album to family tree: a graph based method for family relationship recognition

Chao Xia, Siyu Xia, Ming Shao, Yun Fu

ACCV 2018
PDF
arXiv

Sheng Li, Ming Shao, Yun Fu

IEEE TPAMI 2018
PDF
arXiv
code

Joseph P. Robinson, Ming Shao, Yue Wu, Hongfu Liu,Timothy Gillis, Yun Fu

IEEE TPAMI 2018
PDF
arXiv

Shuhui Jiang, Ming Shao, Chengcheng Jia , Yun Fu

IEEE TPAMI 2018
PDF
arXiv

Hongfu Liu, Zhiqiang Tao, Yun Fu

IEEE TPAMI 2018
PDF
arXiv

Zhengming Ding, Yun Fu

IEEE TNNLS 2018
PDF
arXiv

Yu Kong, Ming Shao, Kang Li, Yun Fu

IEEE TNNLS 2018
PDF
arXiv

Zhengming Ding, Ming Shao, Yun Fu

IEEE TNNLS 2018
PDF
arXiv

Sheng Li, Kang Li, Yun Fu

IEEE TNNLS 2018
PDF
arXiv

Ming Shao, Yizhe Zhang, Yun Fu

IEEE TNNLS 2018
PDF
arXiv

Lichen Wang, Zhengming Ding, Yun Fu

IEEE TIP 2018
PDF
arXiv

Handong Zhao, Hongfu Liu, Zhengming Ding, Yun Fu

IEEE TIP 2018
PDF
arXiv

Chengcheng Jia, Ming Shao, Sheng Li, Handong Zhao, Yun Fu

IEEE TIP 2018
PDF
arXiv

Zhengming Ding , Yun Fu

IEEE TIP 2018
PDF
arXiv

Yi Tian, Yu Kong, Qiuqi Ruan, Gaoyun An, Yun Fu

IEEE TIP 2018
PDF
arXiv

Shuyang Wang, Zhengming Ding, Yun Fu

IEEE TIP 2018
PDF
arXiv

Jun Li, Heyou Chang, Jian Yang, Wei Luo, Yun Fu

IEEE TIP 2018
PDF
arXiv

Zhengming Ding, Nasser M. Nasrabadi , Yun Fu

IEEE TIP 2018
PDF
arXiv

Guoqiang Zhong, Yan Zheng, Sheng Li, Yun Fu

IEEE TCSVT 2018
PDF
arXiv

Handong Zhao, Zhengming Ding , Yun Fu

IEEE TCSVT 2018
PDF
arXiv

Yongbing Zhang, Yulun Zhang, Jian Zhang, Dong Xu, Yun Fu, Yisen Wang, Xiangyang Ji, Qionghai Dai

IEEE TSMC 2018
PDF
arXiv

Hongfu Liu, Yun Fu

ACM TKDD 2018
PDF
arXiv

Sheng Li, Ming Shao, Yun Fu

ACM TKDD 2018
PDF
arXiv

Sheng Li, Kang Li, Yun Fu

ACM TOMM 2018
PDF
arXiv

Deep bidirectional cross-triplet embedding for online clothing shopping

Shuhui Jiang, Yue Wu, and Yun Fu

ACM TOMM 2018
PDF
arXiv

Hongfu Liu, Ming Shao, Zhengming Ding, Yun Fu

IEEE TKDE 2018
PDF
arXiv

Hongfu Liu, Ming Shao, Sheng Li, Yun Fu

DMKD 2018
PDF
arXiv

Matching on Balanced Nonlinear Representations for Treatment Effects Estimation

Sheng Li , Yun Fu

NIPS 2017
PDF
arXiv

Deep Sequential Context Networks for Action Prediction

Yu Kong, Zhiqiang Tao, Yun Fu

CVPR 2017
PDF
arXiv

Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning

Zhengming Ding, Ming Shao , Yun Fu

CVPR 2017
PDF
arXiv

Example-Rules Guided Deep Neural Network for Makeup Recommendation

Taleb Alashkar, Songyao Jiang, Shuyang Wang, Yun Fu

AAAI 2017
PDF
arXiv

Multi-view Clustering via Deep Matrix Factorization

Handong Zhao, Zhengming Ding , Yun Fu

AAAI 2017
PDF
arXiv

Sparse Subspace Clustering by Learning Approximation ℓ0 Codes

Jun Li, Yu Kong , Yun Fu

AAAI 2017
PDF
arXiv

Simultaneous Clustering and Ensemble

Zhiqiang Tao, Hongfu Liu , Yun Fu

AAAI 2017
PDF
arXiv

Image Cosegmentation via Saliency-Guided Constraint Clustering with Cosine Similarity

Zhiqiang Tao, Hongfu Liu, Huazhu Fu , Yun Fu

AAAI 2017
PDF
arXiv

Feature Selection Guided Auto-Encoder

Shuyang Wang, Zhengming Ding, Yun Fu

AAAI 2017
PDF
arXiv
code

Multi-Stream Deep Similarity Learning Networks for Visual Tracking

Kunpeng Li, Yu Kong , Yun Fu

IJCAI 2017
PDF
arXiv

From Ensemble Clustering to Multi-View Clustering

Zhiqiang Tao, Hongfu Liu, Sheng Li, Zhengming Ding , Yun Fu

IJCAI 2017
PDF
arXiv

Large-scale Subspace Clustering by Fast Regression Coding

Jun Li, Handong Zhao, Zhiqiang Tao , Yun Fu

IJCAI 2017
PDF
arXiv

Projective Low-rank Subspace Clustering via Learning Deep Encoder

Jun Li, Hongfu Liu, Handong Zhao, Yun Fu

IJCAI 2017
PDF
arXiv

Fashion Style Generator

Shuhui Jiang , Yun Fu

IJCAI 2017
PDF
arXiv

Kinship Verification on Families in the Wild with Marginalized Denoising Metric Learning

Shuyang Wang, Joseph Robinson, Yun Fu

FG 2017
PDF
arXiv

Rule-based Facial Makeup Recommendation System

Taleb Alashkar, Songyao Jiang, Yun Fu

FG 2017
PDF
arXiv

Multi-View Graph Learning with Adaptive Label Propagation

Sheng Li, Hongfu Liu, Zhiqiang Tao, Yun Fu

IEEE BigData 2017
PDF
arXiv

Robust Multi-Label Semi-Supervised Classification

Sheng Li , Yun Fu

IEEE BigData 2017
PDF
arXiv

Family Photo Recognition via Multiple Instance Learning

Junkang Zhang, Siyu Xia, Ming Shao , Yun Fu

ICMR 2017
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arXiv

Circle Detection by ARCSupport Line Segments

Changsheng Lu, Siyu Xia, Wanming Huang, Ming Shao, Yun Fu

ICIP 2017
PDF
arXiv

Deep Active Learning Through Cognitive Information Parcels

Wencang Zhao, Yu Kong, Zhengming Ding, Shangqian Gao ,Yun Fu

ACM MM 2017
PDF
arXiv

Deep Low-rank Sparse Collective Factorization for Cross-Domain Recommendation

Shuhui Jiang, Zhengming Ding, Yun Fu

ACM MM 2017 (Best Paper Award Candidate)
PDF
arXiv

Recognizing Families In the Wild (RFIW)

Joseph P. Robinson, Ming Shao, Handong Zhao, Yue Wu, Timothy Gillis, Yun Fu

ACM MM 2017
PDF
arXiv

Deep Face Recognition with Center Invariant Loss

Yue Wu, Hongfu Liu, Jun Li , Yun Fu

ACM MMW 2017
PDF
arXiv

Low-shot Face Recognition with Hybrid Classifiers

Yue Wu, Hongfu Liu, Yun Fu

ICCVW 2017
PDF
arXiv

Cross-Modality Feature Learning through Generic Hierarchical Hyperlingual-Words

Ming Shao, Yun Fu

IEEE TNNLS 2017
PDF
arXiv

Deeply Learned View-Invariant Features for Cross-View Action Recognition

Yu Kong, Zhengming Ding, Jun Li, Yun Fu

IEEE TIP 2017
PDF
arXiv

Videography based Unconstrained Video Analysis

Kang Li, Sheng Li, Sangmin Oh, Yun Fu

IEEE TIP 2017
PDF
arXiv

Sparse Canonical Temporal Alignment with Deep Tensor Decomposition for Action Recognition

Chengcheng Jia, Ming Shao , Yun Fu

IEEE TIP 2017
PDF
arXiv

Entropy-based Consensus Clustering for Patient Stratification

Hongfu Liu, Rui Zhao, Hongsheng Fang, Feixiong Cheng, Yun Fu, Yang-Yu Liu

Bioinformatics 2017
PDF
arXiv

Max-Margin Heterogeneous Information Machine for RGB-D Action Recognition

Yu Kong , Yun Fu

IJCV 2017
PDF
arXiv

Deep Robust Encoder through Locality Preserving Low-Rank Dictionary

Zhengming Ding, Ming Shao and Yun Fu

ECCV 2016
PDF
arXiv

Face Behind Makeup

Shuyang Wang and Yun Fu

AAAI 2016
PDF
arXiv

Robust Multi-view Subspace Learning through Dual Low-rank Decompositions

Zhengming Ding and Yun Fu

AAAI 2016
PDF
arXiv

Consensus Style Centralizing Auto- encoder for Weak Style Classification

Shuhui Jiang, Ming Shao, Chengcheng Jia and Yun Fu

AAAI 2016
PDF
arXiv

Spectral Bisection Tree Guided Deep Adaptive Exemplar Autoencoder for Unsupervised Domain Adaptation

Ming Shao, Zhengming Ding, Handong Zhao and Yun Fu

AAAI 2016
PDF
arXiv

Consensus Guided Unsupervised Feature Selection

Hongfu Liu, Ming Shao and Yun Fu

AAAI 2016
PDF
arXiv

Pose-dependent Low-Rank Embedding for Head Pose Estimation

Handong Zhao, Zhengming Ding and Yun Fu

AAAI 2016
PDF
arXiv

Incomplete Multimodal Visual Data Grouping

Handong Zhao, Hongfu Liu, and Yun Fu

IJCAI 2016
PDF
arXiv

Matching via Dimensionality Reduction for Estimation of Treatment Effects in Digital Marketing Campaigns

Sheng Li, Nikos Vlassis, Jaya Kawale, and Yun Fu

IJCAI 2016
PDF
arXiv

Coupled Marginalized Auto-encoders for Cross-domain Multi-view Learning

Shuyang Wang, Zhengming Ding, and Yun Fu

IJCAI 2016
PDF
arXiv

Infinite Ensemble for Image Clustering

Hongfu Liu, Ming Shao, Sheng Li, and Yun Fu

KDD 2016
PDF
arXiv

Robust Multi-View Feature Selection

Hongfu Liu, Haiyi Mao, and Yun Fu

ICDM 2016
PDF
arXiv

Structure-Preserved Multi-Source Domain Adaptation

Hongfu Liu, Ming Shao, and Yun Fu

ICDM 2016
PDF
arXiv

Transfer Learning for Image Classification with Incomplete Multiple Sources

Zhengming Ding, Ming Shao and Yun Fu

IJCNN 2016
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arXiv

Unsupervised Transfer Learning via Low-Rank Coding for Image Clus- tering

Sheng Li and Yun Fu

IJCNN 2016
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arXiv

Sparse Canonical Temporal Alignment with NTF for RGB-D Action Recognition

Chengcheng Jia, Ming Shao and Yun Fu

IJCNN 2016
PDF
arXiv

Scalable Large Margin Online Metric Learning

Guoqiang Zhong, Yan Zheng, Sheng Li and Yun Fu

IJCNN 2016
PDF
arXiv

Task-Driven Deep Transfer Learning for Im- age Classification

Zhengming Ding, Nasser M Nasrabadi, Yun Fu

ICASSP 2016
PDF
arXiv

Deep Convolutional Neural Network with Independent Softmax for Large Scale Face Recognition

Yue Wu, Jun Li, Yu Kong, and Yun Fu

ACM MM 2016
PDF
arXiv

Families in the Wild (FIW): Large-Scale Kinship Image Database and Benchmarks

Joseph Robinson, Ming Shao, Yue Wu, and Yun Fu

ACM MM 2016
PDF
arXiv
code

Super Resolution of the Partial Pixelated Images with Deep Convolutional Neural Network

Hayi Mao, Yue Wu, Jun Li, and Yun Fu

ACM MM 2016
PDF
arXiv

Action Recognition using Local Consistent Group Sparse Coding with Spatio-Temporal Structure

Yi Tian, Qiuqi Ruan, Gaoyun An, and Yun Fu

ACM MM 2016
PDF
arXiv

Deep Bidirectional Cross-Triplet Embedding for Online Clothing Shopping

Shuhui Jiang, Yue Wu, and Yun Fu

ACM MM 2016
PDF
arXiv

Robust Spectral Ensemble Clustering

Zhiqiang Tao, Hongfu Liu, Sheng Li and Yun Fu

CIKM 2016
PDF
arXiv

Multi-View Time Series Classification: A Discriminative Bilinear Projection Approach

Sheng Li, Yaliang Li, and Yun Fu

CIKM 2016
PDF
arXiv

Outlier Detection via Sampling Ensemble

Hongfu Liu, Yuchao Zhang, Bo Deng, and Yun Fu

IEEE BigData 2016
PDF
arXiv

Deep transfer learning for automatic target classification: MWIR to LWIR

Zhengming Ding, Nasser Nasrabadi, and Yun Fu

Proc. SPIE (Lockheed Martin Best Paper Award)
PDF
arXiv

Pre-trained D-CNN models for detecting complex events in unconstrained videos

Joseph P. Robinson and Yun Fu

Proc. SPIE
PDF
arXiv

Max-Margin Action Prediction Machine

Yu Kong and Yun Fu

IEEE TPAMI 2016
PDF
arXiv

Learning Robust and Discriminative Subspace with Low-Rank Constraints

Sheng Li and Yun Fu

IEEE TNNLS 2016
PDF
arXiv

Learning Fast Low-rank Projection for Image Classification

Jun Li, Yu Kong, Handong Zhao, Jian Yang, and Yun Fu

IEEE TIP 2016
PDF
arXiv

Low-Rank Tensor Subspace Learning for RGB-D Action Recog- nition

Chengcheng Jia and Yun Fu

IEEE TIP 2016
PDF
arXiv

Discriminative Relational Representation Learning for RGB-D Action Recognition

Yu Kong and Yun Fu

IEEE TIP 2016
PDF
arXiv

Representation Learning of Temporal Dynamics for Skeleton Based Action Recognition

Yong Du, Yun Fu, and Liang Wang

IEEE TIP 2016
PDF
arXiv

Robust Transfer Metric Learning for Image Classification

Zhengming Ding and Yun Fu

IEEE TIP 2016
PDF
arXiv

Scalable Nearest Neighbor Sparse Graph Approximation by Exploiting Graph Structure

Ming Shao, Xindong Wu, and Yun Fu

IEEE T-BD 2016
PDF
arXiv

Personalized Travel Sequence Recommen- dation on Multi-Source Big Social Media

Shuhui Jiang, Xueming Qian, Tao Mei, and Yun Fu

IEEE T-BD 2016
PDF
arXiv

Efficient Image Geotagging Using Large Databases

Dmitry Kit, Yu Kong, and Yun Fu

IEEE T-BD 2016
PDF
arXiv

Analysis of EEG signals and facial expressions for continuous emotion detection

Mohammad Soleymani, Sadjad Asghari-Esfeden, Yun Fu, Maja Pantic

IEEE T-AF 2016 (Best Paper Award)
PDF
arXiv

Learning Hierarchical 3D Kernel Descriptors for RGB-D Action Recognition

Yu Kong, Behnam Satarboroujeni, and Yun Fu

CVIU 2016
PDF
arXiv

Bilinear Heterogeneous Information Machine for RGB-D Action Recognition

Yu Kong and Yun Fu

CVPR 2015
PDF
arXiv

Temporal Subspace Clustering for Human Motion Segmentation

Sheng Li, Kang Li, Yun Fu

ICCV 2015
PDF
arXiv

Dual-regularized Multi-view Outlier Detection

Handong Zhao and Yun Fu

IJCAI 2015
PDF
arXiv

Semantic Single Video Segmentation with Robust Graph Representation

Handong Zhao and Yun Fu

IJCAI 2015
PDF
arXiv

Deep Low-Rank Coding for Transfer Learning

Zhengming Ding, Ming Shao, Yun Fu

IJCAI 2015
PDF
arXiv

Cross-View Projective Dictionary Learning for Person Re-identification

Sheng Li, Ming Shao, Yun Fu

IJCAI 2015
PDF
arXiv

Deep Linear Coding for Fast Graph Clustering

Ming Shao, Sheng Li, Zhengming Ding, Yun Fu

IJCAI 2015
PDF
arXiv

Spectral Ensemble Clustering

Hongfu Liu, Tongliang Liu, Junjie Wu, Dacheng Tao, and Yun Fu

KDD 2015
PDF
arXiv

Clustering with Partition Level Side Information

Hongfu Liu, Yun Fu

ICDM 2015
PDF
arXiv

Part-Level Regularized Semi-Nonnegative Coding for Semi-Supervised Learning

Handong Zhao, Zhengming Ding, Ming Shao, and Yun Fu

ICDM 2015
PDF
arXiv

Predicting User Behavior in Display Advertising via Dynamic Collective Matrix Factorization

Sheng Li, Jaya Kawale, and Yun Fu

ACM SIGIR 2015
PDF
arXiv

Deep Collaborative Filtering via Marginalized Denoising Auto-encoder

Sheng Li, Jaya Kawale, Yun Fu

CIKM 2015
PDF
arXiv

DIAS: A Disassemble-Assemble Framework for Highly Sparse Text Clustering

Hongfu Liu, Junjie Wu, Dacheng Tao, Yuchao Zhang and Yun Fu

SDM 2015
PDF
arXiv

Multi-view Low-Rank Analysis for Outlier Detection

Sheng Li, Ming Shao, and Yun Fu

SDM 2015
PDF
arXiv

Sparse Low-Rank Fusion based Deep Features for Missing Modality Face Recognition

Ming Shao, Zhengming Ding, and Yun Fu

FG 2015
PDF
arXiv

Hierarchical 3D Kernel Descriptors for Action Recog- nition Using Depth Sequences

Yu Kong, Behnam Sattar, and Yun Fu

FG 2015
PDF
arXiv

Block-wise Constrained Sparse Graph for Face Image Representation

Handong Zhao, Zhengming Ding, and Yun Fu

FG 2015
PDF
arXiv

Discriminative Low-Rank Metric Learning for Face Recognition

Zhengming Ding, Sungjoo Suh, Jae-Joon Han, Changkyu Choi, and Yun Fu

FG 2015
PDF
arXiv

Image Attributes and Diffusion via Twitter: The Case of #guncontrol

Michael A. Stefanone, Gregory D. Saxton, Michael J. Egnoto, Wayne X. Wei, and Yun Fu

HICSS 2015
PDF
arXiv

Skeleton Based Action Recognition with Convolutional Neural Network

Yong Du, Yun Fu, and Liang Wang

ACPR 2015
PDF
arXiv

Locality-Constrained Discriminative Learning and Coding

Shuyang Wang and Yun Fu

CVPRW 2015
PDF
arXiv

Close Human Interaction Recognition using Patch-aware Models

Yu Kong and Yun Fu

IEEE TIP 2015
PDF
arXiv

Missing Modality Transfer Learning via Latent Low-Rank Constraint

Zhengming Ding, Ming Shao, and Yun Fu

IEEE TIP 2015
PDF
arXiv

Author Topic Model-based Col- laborative Filtering for Personalized POI Recommendations

Shuhui Jiang, Xueming Qian, Jialie Shen, Yun Fu, and Tao Mei

IEEE TMM 2015
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arXiv

Learning Balanced and Unbalanced Graphs via Low-Rank Coding

Sheng Li and Yun Fu

IEEE TKDE 2015
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arXiv