2018

Probabilistic Ensemble of Collaborative Filters

Zhiyu Min, Dahua Lin AAAI Conference on Artificial Intelligence (AAAI), 2018.

Accelerated Training for Massive Classification via Dynamic Class Selection

Xingcheng Zhang, Lei Yang, Junjie Yan, Dahua Lin AAAI Conference on Artificial Intelligence (AAAI), 2018.

Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

Sijie Yan, Yuanjun Xiong, Dahua Lin AAAI Conference on Artificial Intelligence (AAAI), 2018.
2017

Contrastive Learning for Image Captioning

Bo Dai, Dahua Lin Advances in Neural Information Processing Systems (NIPS), 2017.

Towards Diverse and Natural Image Descriptions via a Conditional GAN

Bo Dai, Sanja Fidler, Raquel Urtasun, Dahua Lin International Conference on Computer Vision (ICCV), 2017.

Temporal Action Detection with Structured Segment Networks

Yuanjun Xiong, Yue Zhao, Zhirong Wu, Xiaoou Tang, Dahua Lin International Conference on Computer Vision (ICCV), 2017.

Be Your Own Prada: Fashion Synthesis with Structural Coherence

Shizhan Zhu, Chen Change Loy, Dahua Lin, Raquel Urtasan, Sanja Fidler International Conference on Computer Vision (ICCV), 2017.

Integrating Specialized Classifiers Based on Continuous Time Markov Chain

Zhizhong Li, Dahua Lin International Joint Conference on Artificial Intelligence (IJCAI), 2017.

Scalable Estimation of Dirichlet Process Mixture Models on Distributed Data

Ruohui Huang, Dahua Lin International Joint Conference on Artificial Intelligence (IJCAI), 2017.

Detecting Visual Relationships with Deep Relational Networks

Bo Dai, Dahua Lin IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

PolyNet: A Pursuit of Structural Diversity in Very Deep Networks

Xingcheng Zhang, Zhizhong Li, Chen Change Loy, Dahua Lin IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

Discover and Learn New Objects from Documentaries

Kai Chen, Hang Song, Chen Change Loy, Dahua Lin IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

UntrimmedNets for Weakly Supervised Action Recognition and Detection

Limin Wang, Yuanjun Xiong, Dahua Lin, Luc Van Gool IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
2016

Deep Markov Random Field for Image Modeling

Zhirong Wu, Dahua Lin, Xiaoou Tang European Conference on Computer Vision (ECCV), 2016.

Temporal Segment Networks: Towards Good Practices for Deep Action Recognition

Limin Wang, Yuanjun Xiong, Zhe Wang, Yu Qiao, Dahua Lin, Xiaoou Tang, Luc Van Gool European Conference on Computer Vision (ECCV), 2016.

CUHK and ETHZ and SIAT Submission to ActivityNet Challenge 2016

Yuanjun Xiong, Limin Wang, Zhe Wang, Bowen Zhang, Hang Song, Wei Li, Dahua Lin, Yu Qiao, Luc Van Gool, Xiaoou Tang arXiv 1608.00797, 2016.

Joint Inference of Objects and Scenes with Efficient Learning of Text-Object-Scene Relations

Botao Wang, Dahua Lin, Hongkai Xiong, Yuan F Zheng IEEE Transactions on Multimedia (TMM), 2016.
2015

Adjustable Bounded Rectifiers: Towards Deep Binary Representations

Zhirong Wu, Dahua Lin, Xiaoou Tang arXiv 1511.06201, 2015.

Generating Multi-Sentence Lingual Descriptions of Indoor Scenes

Dahua Lin, Chen Kong, Sanja Fidler, Raquel Urtasun British Machine Vision Conference (BMVC), 2015.

Recognize Complex Events from Static Images by Fusing Deep Channels

Yuanjun Xiong, Kai Zhu, Dahua Lin, Xiaoou Tang IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
2014

Mining Text Snippets for Images on the Web

Anitha Kannan, Simon Baker, Krishnan Ramnath, Juliet Fiss, Dahua Lin, Lucy Vanderwende, Rizwan Ansary, Ashish Kapoor, Qifa Ke, Matt Uyttendaele, Xin-Jing Wang, Lei Zhang ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD), 2014.

Visual Semantic Search: Retrieving Videos via Complex Textual Queries

Dahua Lin, Sanja Fidler, Chen Kong, Raquel Urtasun IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.

What are you talking about? Text-to-Image Co-reference

Chen Kong, Dahua Lin, Mohit Bansal, Raquel Urtasun, Sanja Fidler IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
2013

Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation

Dahua Lin Annual Conference on Neural Information Processing Systems (NIPS), 2013.

Holistic Scene Understanding for 3D Object Detection with RGBD Cameras

Dahua Lin, Sanja Fidler, Raquel Urtasun International Conference on Computer Vision (ICCV), 2013.

Characterizing Layouts of Outdoor Scenes Using Spatial Topic Processes

Dahua Lin, Jianxiong Xiao International Conference on Computer Vision (ICCV), 2013.

Hidden Factor Analysis for Age Invariant Face Recognition

Dihong Gong, Zhifeng Li, Dahua Lin, Jianzhuang Liu, Xiaoou Tang International Conference on Computer Vision (ICCV), 2013.
2012

Coupling Nonparametric Mixtures via Latent Dirichlet Processes

Dahua Lin, John Fisher Annual Conference on Neural Information Processing Systems (NIPS), 2012.

Coupled Dirichlet Processes: Beyond HDP

Dahua Lin, John Fisher NIPS Workshop on Bayesian Nonparametric Models For Reliable Planning And Decision-Making Under Uncertainty, 2012.

Learning Deformations with Parallel Transport

Donglai Wei, Dahua Lin, John Fisher European Conference on Computer Vision (ECCV), 2012.

How to Make Face Recognition Work: The Power of Modeling Context

Ashish Kapoor, Dahua Lin, Simon Baker, Gang Hua, Amir Akbarzadeh Proceedings of workshops at the 26th AAAI Conference, 2012.

Manifold Guided Composite of Markov Random Fields for Image Modeling

Dahua Lin, John Fisher IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.

Low Level Vision via Switchable Markov Random Fields

Dahua Lin, John Fisher IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.

Efficient Sampling from Combinatorial Space via Bridging

Dahua Lin, John Fisher International Conference on Artificial Intelligence and Statistics (AISTATS), 2012.
2011

Single Molecule Detection of Nitric Oxide Enabled by d(AT)15 DNA Adsorbed to Near Infrared Flurescent Single-Walled Carboon Nanotubes

Jingqing Zhang, Ardemis A. Boghossian, Paul W. Barone, Alina Rwei, Jong-Ho Kim, Dahua Lin, Daniel A. Heller, Andrew J. Hilmer, Nitish Nair, Nigel F. Reuel, Michael S. Strano Journal of American Chemistry Society, 2011.
2010

Construction of Dependent Dirichlet Processes based on Poisson Processes

Dahua Lin, Eric Grimson, John Fisher Annual Conference on Neural Information Processing Systems (NIPS), 2010.

Joint People, Event, and Location Recognition in Personal Photo Collections Using Cross-Domain Context

Dahua Lin, Ashish Kapoor, Gang Hua, Simon Baker European Conference on Computer Vision (ECCV), 2010.

Modeling and Estimating Persistent Motion with Geometric Flows

Dahua Lin, Eric Grimson, John Fisher IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
2009

Learning Visual Flows: A Lie Algebraic Approach

Dahua Lin, Eric Grimson, John Fisher IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009.

Nonparametric Discriminant Analysis for Face Recognition

Zhifeng Li, Dahua Lin, Xiaoou Tang IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2009.
2007

Quality-Driven Face Occlusion Detection and Recovery

Dahua Lin, Xiaoou Tang IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007.

Discriminant Mutual Subspace Learning for Indoor and Outdoor Face Recognition

Zhifeng Li, Dahua Lin, Helen Meng, Xiaoou Tang IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007.
2006

Recognize High Resolution Faces: From Macrocosm to Microcosm

Dahua Lin, Xiaoou Tang IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2006.

Pursuing Informative Projection on Grassmann Manifold

Dahua Lin, Shuicheng Yan, Xiaoou Tang IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2006.

Conditional Infomax Learning: An Integrated Framework for Feature Extraction and Fusion

Dahua Lin, Xiaoou Tang European Conference on Computer Vision (ECCV), 2006.

Inter-modality Face Recognition

Dahua Lin, Xiaoou Tang European Conference on Computer Vision (ECCV), 2006.
2005

Coupled Space Learning for Image Style Transformation

Dahua Lin, Xiaoou Tang International Conference on Computer Vision (ICCV), 2005.

Hallucinating Faces: TensorPatch Super-Resolution and Coupled Residue Compensation

Wei Liu, Dahua Lin, Xiaoou Tang IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2005.

Nonparametric Subspace Analysis for Face Recognition

Zhifeng Li, Wei Liu, Dahua Lin, Xiaoou Tang IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2005.

Feedback-based Dynamic Generalized LDA for Face Recognition

Dahua Lin, Shuicheng Yan, Xiaoou Tang IEEE International Conference on Image Processing (ICIP), 2005.

Comparative Study: Face Recognition on Unspecific Persons using Linear Subspace Methods

Dahua Lin, Shuicheng Yan, Xiaoou Tang IEEE International Conference on Image Processing (ICIP), 2005.

Layered Local Prediction Network with Dynamic Learning for Face Superresolution

Dahua Lin, Wei Liu, Xiaoou Tang IEEE International Conference on Image Processing (ICIP), 2005.

Tensor-based Face Decomposition for Relighting

Dahua Lin, Yingqing Xu, Xiaoou Tang, Shuicheng Yan IEEE International Conference on Image Processing (ICIP), 2005.

Face Hallucination Through Dual Associative Learning

Wei Liu, Dahua Lin, Xiaoou Tang IEEE International Conference on Image Processing (ICIP), 2005.

Neighbor Combination and Transformation for Hallucinating Faces

Wei Liu, Dahua Lin, Xiaoou Tang International Conference on Multimedia and Expo, 2005.