Yadong Mu

发表

End-to-end Active Object Tracking via Reinforcement Learning pdf

Wei Liu, Wenhan Luo, Peng Sun, 2017, ICML.

IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System

Daniel P. W. Ellis, Gang Hua, Shih-Fu Chang, 2011, TRECVID.

A Stochastic Attribute Grammar for Robust Cross-View Human Tracking

Yadong Mu, Xiaobai Liu, Yuanlu Xu, 2018, IEEE Transactions on Circuits and Systems for Video Technology.

Google Helps YouTube: Learning Few-Shot Video Classification from Historic Tasks and Cross-Domain Sample Transfer

Yadong Mu, Xinzhe Zhou, Yadong Mu, 2020, ICMR.

IBM Research and Columbia University TRECVID-2012 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), and Semantic Indexing (SIN) Systems

Daniel P. W. Ellis, Gang Hua, Shih-Fu Chang, 2012, TRECVID.

Discriminative local binary patterns for human detection in personal album

Shuicheng Yan, Yadong Mu, Yi Liu, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization

Wei Liu, Yadong Mu, Xiaobai Liu, 2015, IEEE Transactions on Knowledge and Data Engineering.

VSCC'2017: Visual Analysis for Smart and Connected Communities

Jiebo Luo, Yadong Mu, Yu-Gang Jiang, 2017, ACM Multimedia.

A Stochastic Grammar for Simultaneous Human Re-Identification and Tracking

Yadong Mu, Lei Zhu, Xiaobai Liu, 2017 .

Deep Steering: Learning End-to-End Driving Model from Spatial and Temporal Visual Cues pdf

Yadong Mu, Lu Chi, Yadong Mu, 2017, ArXiv.

High-Capacity Convolutional Video Steganography with Temporal Residual Modeling

Yadong Mu, Xinyu Weng, Yongzhi Li, 2019, ICMR.

Computational facial attractiveness prediction by aesthetics-aware features

Yadong Mu, 2013, Neurocomputing.

Learning End-to-End Autonomous Steering Model from Spatial and Temporal Visual Cues

Yadong Mu, Lu Chi, Yadong Mu, 2017, VSCC '17.

Mixed image-keyword query adaptive hashing over multilabel images

Shih-Fu Chang, Yadong Mu, Xianglong Liu, 2014, TOMCCAP.

Proceedings of the Workshop on Visual Analysis in Smart and Connected Communities, VSCC@MM 2017, Mountain View, CA, USA, October 23, 2017

Jiebo Luo, Yadong Mu, Yu-Gang Jiang, 2017, VSCC@MM.

Learning Temporal Co-Attention Models for Unsupervised Video Action Localization

Yadong Mu, Qi Tian, Guoqiang Gong, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

High-Resolution Representations for Labeling Pixels and Regions pdf

Dong Liu, Yadong Mu, Bin Xiao, 2019, ArXiv.

Co-segmentation of Image Pairs with Quadratic Global Constraint in MRFs

Yadong Mu, Bingfeng Zhou, 2007, ACCV.

A Stochastic Image Grammar for Fine-Grained 3D Scene Reconstruction

Yadong Mu, Liang Lin, Xiaobai Liu, 2016, IJCAI.

Fast Fourier Convolution

Yadong Mu, Lu Chi, Borui Jiang, 2020, NeurIPS.

Efficient large-scale image annotation by probabilistic collaborative multi-label propagation

Shuicheng Yan, Tat-Seng Chua, Yadong Mu, 2010, ACM Multimedia.

Visual-Semantic Matching by Exploring High-Order Attention and Distraction

Yadong Mu, Yongzhi Li, Duo Zhang, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Learning Binary Codes and Binary Weights for Efficient Classification pdf

Wei Liu, Yang Yang, Heng Tao Shen, 2016, ArXiv.

Spectrally-Enforced Global Receptive Field For Contextual Medical Image Segmentation And Classification

Yadong Mu, Xian Wu, Wei Fan, 2020, 2020 IEEE International Conference on Multimedia and Expo (ICME).

Large-scale multi-task image labeling with adaptive relevance discovery and feature hashing

Yadong Mu, Jie Li, Xianglong Liu, 2015, Signal Process..

Compact Hyperplane Hashing with Bilinear Functions pdf

Wei Liu, Shih-Fu Chang, Yadong Mu, 2012, ICML.

Contextual motion field-based distance for video analysis

Shuicheng Yan, Yadong Mu, Thomas S. Huang, 2008, The Visual Computer.

Guest Editorial: Special issue on large scale multimedia semantic indexing

Yi Yang, Qi Tian, Shuicheng Yan, 2014, Comput. Vis. Image Underst..

Video De-Fencing

Wei Liu, Shuicheng Yan, Yadong Mu, 2014, IEEE Transactions on Circuits and Systems for Video Technology.

Compact hashing for mixed image-keyword query over multi-label images

Shih-Fu Chang, Yadong Mu, Xianglong Liu, 2012, ICMR '12.

Divide-and-Conquer Subspace Segmentation pdf

Ameet Talwalkar, Shih-Fu Chang, Yadong Mu, 2013, ArXiv.

Submodular video hashing: a unified framework towards video pooling and indexing

Shih-Fu Chang, Yadong Mu, Zhenguo Li, 2012, ACM Multimedia.

Supervised deep learning with auxiliary networks

Yadong Mu, Junbo Zhang, Wei Fan, 2014, KDD.

Revisiting Jump-Diffusion Process for Visual Tracking: A Reinforcement Learning Approach

Shuicheng Yan, Yadong Mu, Xiaobai Liu, 2019, IEEE Transactions on Circuits and Systems for Video Technology.

Boosting Complementary Hash Tables for Fast Nearest Neighbor Search

Yadong Mu, Xianglong Liu, Cheng Deng, 2017, AAAI.

Large-Scale Unsupervised Hashing with Shared Structure Learning

Xuelong Li, Yadong Mu, Xianglong Liu, 2015, IEEE Transactions on Cybernetics.

Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation

Gang Yu, Yadong Mu, Tao Hu, 2019, AAAI.

Activity recognition using dense long-duration trajectories

Loong Fah Cheong, Shuicheng Yan, Yadong Mu, 2010, 2010 IEEE International Conference on Multimedia and Expo.

Piecewise linear approximation of streaming time series data with max-error guarantees

Yadong Mu, Zhenguo Li, Ke Yi, 2015, 2015 IEEE 31st International Conference on Data Engineering.

Convolutional Video Steganography with Temporal Residual Modeling pdf

Yadong Mu, Xinyu Weng, Yongzhi Li, 2018, ArXiv.

Recurrent Attentive Zooming for Joint Crowd Counting and Precise Localization

Yadong Mu, Chenchen Liu, Xinyu Weng, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Text vectorization based on character recognition and character stroke modeling

Yadong Mu, Tao He, Zhigang Fan, 2014, Electronic Imaging.

Large-scale multilabel propagation based on efficient sparse graph construction

Shuicheng Yan, Tat-Seng Chua, Yadong Mu, 2013, ACM Trans. Multim. Comput. Commun. Appl..

Deep Hashing: A Joint Approach for Image Signature Learning

Zhu Liu, Yadong Mu, 2017, AAAI.

Yadong Mu, Bingfeng Zhou, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Multimedia semantics-aware query-adaptive hashing with bits reconfigurability

Shuicheng Yan, Tat-Seng Chua, Yadong Mu, 2012, International Journal of Multimedia Information Retrieval.

Accelerated Large Scale Optimization by Concomitant Hashing

Shih-Fu Chang, Yadong Mu, John Wright, 2012, ECCV.

Information-Theoretic Analysis of Input Strokes in Visual Object Cutout

Shuicheng Yan, Yadong Mu, Bingfeng Zhou, 2010, IEEE Transactions on Multimedia.

Boosting Temporal Binary Coding for Large-Scale Video Search

Yadong Mu, Xianglong Liu, Yuqing Ma, 2017, IEEE Transactions on Multimedia.

Learning reconfigurable hashing for diverse semantics

Shuicheng Yan, Tat-Seng Chua, Yadong Mu, 2011, ICMR '11.

Towards Optimal Discriminating Order for Multiclass Classification

Dong Liu, Shih-Fu Chang, Shuicheng Yan, 2011, 2011 IEEE 11th International Conference on Data Mining.

Localize, Assemble, and Predicate: Contextual Object Proposal Embedding for Visual Relation Detection

Yadong Mu, Chenchen Liu, Kehan Xu, 2020, AAAI.

Non-Local Neural Networks With Grouped Bilinear Attentional Transforms

Yadong Mu, Changhu Wang, Zehuan Yuan, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Non-Metric Locality-Sensitive Hashing

Shuicheng Yan, Yadong Mu, Shuicheng Yan, 2010, AAAI.

Informative Dropout for Robust Representation Learning: A Shape-bias Perspective

Zhanxing Zhu, Yadong Mu, Jingdong Wang, 2020, ICML.

Efficient region-aware large graph construction towards scalable multi-label propagation

Bingbing Ni, Shuicheng Yan, Yadong Mu, 2011, Pattern Recognit..

IBM Research and Columbia University TRECVID-2013 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), Surveillance Event Detection (SED), and Semantic Indexing (SIN) Systems

Sharath Pankanti, Gang Hua, John R. Smith, 2013, TRECVID.

Prior-guided automatic object cutout in personal album

Yadong Mu, Bingfeng Zhou, 2009, 2009 IEEE International Conference on Multimedia and Expo.

Classification by Retrieval: Binarizing Data and Classifiers

Wei Liu, Yang Yang, Heng Tao Shen, 2017, SIGIR.

High-Precision Camera Localization in Scenes with Repetitive Patterns

Qian Xu, Shuicheng Yan, Yadong Mu, 2018, ACM Trans. Intell. Syst. Technol..

Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification

Gang Hua, Shih-Fu Chang, Yadong Mu, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

MC-JBIG2: an improved algorithm for Chinese textual image compression

Yadong Mu, Zhi Tang, Liangcai Gao, 2010, International Journal on Document Analysis and Recognition (IJDAR).

Distributed Low-Rank Subspace Segmentation

Ameet Talwalkar, Shih-Fu Chang, Yadong Mu, 2013, 2013 IEEE International Conference on Computer Vision.

Deep High-Resolution Representation Learning for Visual Recognition

Yang Zhao, Yadong Mu, Mingkui Tan, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Non-uniform multiple kernel learning with cluster-based gating functions

Yadong Mu, Bingfeng Zhou, Yadong Mu, 2011, Neurocomputing.

Accelerated low-rank visual recovery by random projection

Jian Dong, Shuicheng Yan, Yadong Mu, 2011, CVPR 2011.

Randomized Locality Sensitive Vocabularies for Bag-of-Features Model

Loong Fah Cheong, Shuicheng Yan, Yadong Mu, 2010, ECCV.

Cap2Seg: Inferring Semantic and Spatial Context from Captions for Zero-Shot Image Segmentation

Shuai Wang, Yadong Mu, Li Zhou, 2020, ACM Multimedia.

Coordinate Discrete Optimization for Efficient Cross-View Image Retrieval

Wei Liu, Yadong Mu, Xinbo Gao, 2016, IJCAI.

Weakly-supervised hashing in kernel space

Shuicheng Yan, Yadong Mu, Jialie Shen, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Fast Non-Local Neural Networks with Spectral Residual Learning

Qi Tian, Yadong Mu, Lingxi Xie, 2019, ACM Multimedia.

Weakly-Supervised Action Localization by Generative Attention Modeling

Yadong Mu, Jingdong Wang, Qi Dai, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Beyond Short-Term Snippet: Video Relation Detection With Spatio-Temporal Global Context

Yadong Mu, Chenchen Liu, Guoqiang Gong, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Scale Matters: Temporal Scale Aggregation Network For Precise Action Localization In Untrimmed Videos

Yadong Mu, Guoqiang Gong, Kun Bai, 2019, 2020 IEEE International Conference on Multimedia and Expo (ICME).

Learning single-shot vehicle orientation estimation from large-scale street panoramas

Yadong Mu, Xinzhe Zhou, Yigeng Fang, 2019, Neurocomputing.

Fixed-Rank Supervised Metric Learning on Riemannian Manifold

Yadong Mu, Yadong Mu, 2016, AAAI.

Scene Aligned Pooling for Complex Video Recognition

Gang Hua, Shih-Fu Chang, John R. Smith, 2012, ECCV.

Two-Stream Video Classification with Cross-Modality Attention

Yadong Mu, Qi Tian, Guiyu Tian, 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

Rethinking the Spatial Route Prior in Vision-and-Language Navigation pdf

Yadong Mu, Wei Liu, Xinzhe Zhou, 2021, ArXiv.

Efficient Fine-Grained Visual-Text Search Using Adversarially-Learned Hash Codes

Yadong Mu, Xianglong Liu, Nan Zhuang, 2021, ICME.

Multi-Target Invisibly Trojaned Networks for Visual Recognition and Detection

Yadong Mu, Xinzhe Zhou, Wenhao Jiang, 2021, IJCAI.

Learning 3-D Human Pose Estimation from Catadioptric Videos

Yadong Mu, Peijun Bao, Yongzhi Li, 2021, IJCAI.

Russian Doll Network: Learning Nested Networks for Sample-Adaptive Dynamic Inference

Yadong Mu, Borui Jiang, 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW).

PointerNet: Spatiotemporal Modeling for Crowd Counting in Videos

Yadong Mu, Yuan Huang, Changsheng Liu, 2021, ICDLT.

Question-Guided Semantic Dual-Graph Visual Reasoning with Novel Answers

Yadong Mu, Xinzhe Zhou, 2021, ICMR.

Dense Events Grounding in Video

Yadong Mu, Peijun Bao, Qian Zheng, 2021, AAAI.

Self-Supervised Video Action Localization with Adversarial Temporal Transforms

Yadong Mu, Wenhao Jiang, Guoqiang Gong, 2021, IJCAI.

Learning Factorized Cross-View Fusion for Multi-View Crowd Counting

Yadong Mu, Yongzhi Li, Liangfeng Zheng, 2021, 2021 IEEE International Conference on Multimedia and Expo (ICME).

DRENet: Giving Full Scope to Detection and Regression-Based Estimation for Video Crowd Counting

Yadong Mu, Yuan Huang, Changsheng Liu, 2021, ICANN.

Joint Hand-Object Pose Estimation with Differentiably-Learned Physical Contact Point Analysis

Yadong Mu, Nan Zhuang, Yadong Mu, 2021, ICMR.

Poisoning MorphNet for Clean-Label Backdoor Attack to Point Clouds pdf

Yadong Mu, Wenhao Jiang, Wei Liu, 2021, ArXiv.

Zero-Shot Video Event Detection With High-Order Semantic Concept Discovery and Matching

Yadong Mu, Wenhao Jiang, Yang Jin, 2022, IEEE Transactions on Multimedia.

Learning Sample Importance for Cross-Scenario Video Temporal Grounding

Yadong Mu, Peijun Bao, Yadong Mu, 2022, ICMR.

Searching Motion Graphs for Human Motion Synthesis

Yadong Mu, Chenchen Liu, 2021, ACM Multimedia.