Dong Xu

Wanli Ouyang

IEEE Trans. Neural Networks Learn. Syst., September, 2024

Cross-Domain Detection Transformer Based on Spatial-Aware and Semantic-Aware Token Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Unsupervised Part Discovery via Dual Representation Alignment.

[BibT_eX]

[DOI]

CoRR, 2024

PoinTramba: A Hybrid Transformer-Mamba Framework for Point Cloud Analysis.

[BibT_eX]

[DOI]

CoRR, 2024

Group-aware Parameter-efficient Updating for Content-Adaptive Neural Video Compression.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Progressive Classifier and Feature Extractor Adaptation for Unsupervised Domain Adaptation on Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Data-Free Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

UFDA: Universal Federated Domain Adaptation with Practical Assumptions.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Multi-Modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Domain Adaptive Sampling for Cross-Domain Point Cloud Recognition.

[BibT_eX]

[DOI]

Zicheng Wang

IEEE Trans. Circuits Syst. Video Technol., December, 2023

Co-MDA: Federated Multisource Domain Adaptation on Black-Box Models.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., December, 2023

MedoidsFormer: A Strong 3D Object Detection Backbone by Exploiting Interaction With Adjacent Medoid Tokens.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., October, 2023

Toward Explainable 3D Grounded Visual Question Answering: A New Benchmark and Strong Baseline.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., June, 2023

FVC: An End-to-End Framework Towards Deep Video Compression in Feature Space.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Salient Object Detection via Integrity Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Guest Editorial: Special Issue on Machine Learning and Signal Processing.

[BibT_eX]

[DOI]

J. Signal Process. Syst., January, 2023

GeometryMotion-Transformer: An End-to-End Framework for 3D Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Bridging Synthetic and Real Images: A Transferable and Multiple Consistency Aided Fundus Image Enhancement Framework.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2023

CBANet: Toward Complexity and Bitrate Adaptive Deep Image Compression Using a Single Network.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Slow Motion Matters: A Slow Motion Enhanced Network for Weakly Supervised Temporal Action Localization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2023

Progressive Target-Styled Feature Augmentation for Unsupervised Domain Adaptation on Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2023

Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter.

[BibT_eX]

[DOI]

CoRR, 2023

Inversion-by-Inversion: Exemplar-based Sketch-to-Photo Synthesis via Stochastic Differential Equations without Training.

[BibT_eX]

[DOI]

CoRR, 2023

VideoControlNet: A Motion-Guided Video-to-Video Translation Framework by Using Diffusion Model with ControlNet.

[BibT_eX]

[DOI]

Zhihao Hu

CoRR, 2023

CS-Isolate: Extracting Hard Confident Examples by Content and Style Isolation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Distortion-aware Transformer in 360° Salient Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

ICMH-Net: Neural Image Compression Towards both Machine Vision and Human Vision.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Neural Video Compression with Spatio-Temporal Cross-Covariance Transformers.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2023

Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point Cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Complexity-guided Slimmable Decoder for Efficient Deep Video Compression.

[BibT_eX]

[DOI]

Zhihao Hu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

VPU: A Video-Based Point Cloud Upsampling Framework.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

APSNet: Toward Adaptive Point Sampling for Efficient 3D Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Structure Guided Deep Neural Network for Unsupervised Active Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Exploiting Intra-Slice and Inter-Slice Redundancy for Learning-Based Lossless Volumetric Image Compression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

VDM-DA: Virtual Domain Modeling for Source Data-Free Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Human-Centric Spatio-Temporal Video Grounding With Visual Transformers.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

3D-Pruning: A Model Compression Framework for Efficient 3D Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

JointPruning: Pruning Networks Along Multiple Dimensions for Efficient Point Cloud Processing.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

P-CNN: Part-Based Convolutional Neural Networks for Fine-Grained Visual Categorization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Towards Explainable 3D Grounded Visual Question Answering: A New Benchmark and Strong Baseline.

[BibT_eX]

[DOI]

CoRR, 2022

Revisiting Deep Semi-supervised Learning: An Empirical Distribution Alignment Framework and Its Generalization Bound.

[BibT_eX]

[DOI]

CoRR, 2022

Improving RGB-D Point Cloud Registration by Learning Multi-scale Local Linear Transformation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Content Adaptive Latents and Decoder for Neural Image Compression.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

SketchSampler: Sketch-Based 3D Reconstruction via View-Dependent Depth Sampling.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Learning based Multi-modality Image and Video Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Coarse-To-Fine Deep Video Coding with Hyperprior-Guided Mode Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

LSVC: A Learning-based Stereo Video Compression Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

3DJCG: A Unified Framework for Joint Dense Captioning and Visual Grounding on 3D Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Dense Video Captioning Using Graph-Based Sentence Summarization.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Progressive Modality Cooperation for Multi-Modality Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Cross-Dataset Point Cloud Recognition Using Deep-Shallow Domain Adaptation Network.

[BibT_eX]

[DOI]

Feiyu Wang

IEEE Trans. Image Process., 2021

Improving Weakly Supervised Temporal Action Localization by Exploiting Multi-Resolution Information in Temporal Domain.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

PCG-TAL: Progressive Cross-Granularity Cooperation for Temporal Action Localization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Block Proposal Neural Architecture Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Deep Unsupervised Active Learning via Matrix Sketching.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Transformer3D-Det: Improving 3D Object Detection by Vote Refinement.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Sequential Point Cloud Upsampling by Exploiting Multi-Scale Temporal Dependency.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

GeometryMotion-Net: A Strong Two-Stream Baseline for 3D Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Model Compression Using Progressive Channel Pruning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Self-Paced Collaborative and Adversarial Network for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Progressive Cross-Stream Cooperation in Spatial and Temporal Domain for Action Localization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

An End-to-End Learning Framework for Video Compression.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Weakly-Supervised Learning of Category-Specific 3D Object Shapes.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Guest Editorial: Special Issue on Deep Learning for Video Analysis and Compression.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

CBANet: Towards Complexity and Bitrate Adaptive Deep Image Compression using a Single Network.

[BibT_eX]

[DOI]

CoRR, 2021

IncreACO: Incrementally Learned Automatic Check-out with Photorealistic Exemplar Augmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

3DVG-Transformer: Relation Modeling for Visual Grounding on Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

StyleFormer: Real-time Arbitrary Style Transfer via Parametric Style Composition.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

STVGBert: A Visual-linguistic Transformer based Framework for Spatio-temporal Video Grounding.

[BibT_eX]

[DOI]

Rui Su

Qian Yu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

SRDAN: Scale-Aware and Range-Aware Domain Adaptation Network for Cross-Dataset 3D Object Detection.

[BibT_eX]

[DOI]

Weichen Zhang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

VoxelContext-Net: An Octree Based Framework for Point Cloud Compression.

[BibT_eX]

[DOI]

Zizheng Que

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Inception Convolution With Efficient Dilation Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

FVC: A New Framework Towards Deep Video Compression in Feature Space.

[BibT_eX]

[DOI]

Zhihao Hu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Back-Tracing Representative Points for Voting-Based 3D Object Detection in Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Introduction to the Special Issue on Multimodal Machine Learning for Human Behavior Analysis.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2020

Deep Non-Local Kalman Network for Video Compression Artifact Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Show, Tell and Summarize: Dense Video Captioning Using Visual Cue Aided Sentence Summarization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Large Margin Nearest Neighbor Classification With Privileged Information for Biometric Applications.

[BibT_eX]

[DOI]

Jingwen He

IEEE Trans. Circuits Syst. Video Technol., 2020

Synthesizing Supervision for Learning Deep Saliency Network without Human Annotation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

SPFTN: A Joint Learning Framework for Localizing and Segmenting Objects in Weakly Labeled Videos.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Generalized Latent Multi-View Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

A Unified End-to-End Framework for Efficient Deep Image Compression.

[BibT_eX]

[DOI]

CoRR, 2020

Learned image and video compression with deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Content Adaptive and Error Propagation Aware Deep Video Compression.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Improving Deep Video Compression by Resolution-Adaptive Flow Coding.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Multi-Dimensional Pruning: A Unified Framework for Model Compression.

[BibT_eX]

[DOI]

Wanli Ouyang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Channel Pruning Guided by Classification Loss and Feature Importance.

[BibT_eX]

[DOI]

Wanli Ouyang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Collaborative Representation Cascade for Single-Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2019

Learning Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Accelerating Flexible Manifold Embedding for Scalable Semi-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2019

IntersectGAN: Learning Domain Intersection for Generating Images with Multiple Attributes.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Improving Action Localization by Progressive Cross-Stream Cooperation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

DVC: An End-To-End Deep Video Compression Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

An Exemplar-Based Multi-View Domain Generalization Framework for Visual Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2018

Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Domain Generalization and Adaptation Using Low Rank Exemplar SVMs.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Visual Recognition in RGB Images and Videos by Learning from RGB-D Data.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Feature Adaptation and Augmentation for Cross-Scene Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

Dividing and Aggregating Network for Multi-view Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Kalman Filtering Network for Video Compression Artifact Reduction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Collaborative and Adversarial Network for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Action and Event Recognition in Videos by Learning From Heterogeneous Web Sources.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Visual Recognition by Learning From Web Data via Weakly Supervised Domain Generalization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Object-Based Multiple Foreground Segmentation in RGBD Video.

[BibT_eX]

[DOI]

Huazhu Fu

Stephen Lin

IEEE Trans. Image Process., 2017

Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Proceedings of the IEEE International Conference on Computer Vision, 2017

SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Robust Kernel Low-Rank Representation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Guest Editorial Special Section on Visual Saliency Computing and Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Image Classification by Cross-Media Active Learning With Privileged Information.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

Introduction of New Associate Editors.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2016

Co-Labeling for Multi-View Weakly Labeled Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Dimensionality-Dependent Generalization Bounds for <i>k</i>-Dimensional Coding Schemes.

[BibT_eX]

[DOI]

Tongliang Liu

Dacheng Tao

Neural Comput., 2016

Exploiting Privileged Information from Web Data for Action and Event Recognition.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2016

Learning Multi-level Deep Representations for Image Emotion Classification.

[BibT_eX]

[DOI]

Tianrong Rao

Min Xu

CoRR, 2016

Dimensionality-Dependent Generalization Bounds for $k$-Dimensional Coding Schemes.

[BibT_eX]

[DOI]

Tongliang Liu

Dacheng Tao

CoRR, 2016

Recommending electricity plans: A data-driven method.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

A Siamese Long Short-Term Memory Architecture for Human Re-identification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Domain Adaptive Fisher Vector for Visual Recognition.

[BibT_eX]

[DOI]

Jianfei Cai

Proceedings of the Computer Vision - ECCV 2016, 2016

Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Fast Algorithms for Linear and Kernel SVM+.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Distance Metric Learning Using Privileged Information for Face Verification and Person Re-Identification.

[BibT_eX]

[DOI]

Xinxing Xu

IEEE Trans. Neural Networks Learn. Syst., 2015

Automatic Face Naming by Learning Discriminative Affinity Matrices From Weakly Labeled Images.

[BibT_eX]

[DOI]

Shijie Xiao

Jianxin Wu

IEEE Trans. Neural Networks Learn. Syst., 2015

Object-Based Multiple Foreground Video Co-Segmentation via Multi-State Selection Graph.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2015

Scalable Nuclear-norm Minimization by Subspace Pursuit Proximal Riemannian Gradient.

[BibT_eX]

[DOI]

CoRR, 2015

Multi-view Domain Generalization for Visual Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

FaLRR: A fast low rank representation solver.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Visual recognition by learning from web data: A weakly supervised domain generalization approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Object-based RGBD image co-segmentation with mutex constraint.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Advances in Multimedia Content Analysis and Signal Processing.

[BibT_eX]

[DOI]

Weisi Lin

Anthony T. S. Ho

J. Signal Process. Syst., 2014

Regularity Preserved Superpixels and Supervoxels.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2014

Semi-Supervised Heterogeneous Fusion for Multimedia Data Co-Clustering.

[BibT_eX]

[DOI]

Lei Meng

Ah-Hwee Tan

IEEE Trans. Knowl. Data Eng., 2014

Influence Spreading Path and Its Application to the Time Constrained Social Influence Maximization Problem and Beyond.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Flowing on Riemannian Manifold: Domain Adaptation by Shifting Covariance.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Spectral Embedded Hashing for Scalable Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Semisupervised Hashing via Kernel Hyperplane Learning for Scalable Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2014

Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Where your photo is taken: Geolocation prediction for social images.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2014

Guest Editor's Introduction to the Special Issue on Domain Adaptation for Vision Applications.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2014

Exploiting Low-Rank Structure from Latent Domains for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Weighted Block-Sparse Low Rank Representation for Face Clustering in Videos.

[BibT_eX]

[DOI]

Shijie Xiao

Mingkui Tan

Proceedings of the Computer Vision - ECCV 2014, 2014

Exploiting Privileged Information from Web Data for Image Categorization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Object-Based Multiple Foreground Video Co-segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Recognizing RGB Images by Learning from RGB-D Data.

[BibT_eX]

[DOI]

Lin Chen

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Soft Margin Multiple Kernel Learning.

[BibT_eX]

[DOI]

Xinxing Xu

IEEE Trans. Neural Networks Learn. Syst., 2013

Editorial A Successful Change From TNN to TNNLS and a Very Successful Year.

[BibT_eX]

[DOI]

Eduardo Bayro-Corrochano

IEEE Trans. Neural Networks Learn. Syst., 2013

Example-Based Super-Resolution With Soft Information and Decision.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

Learning Prototype Hyperplanes for Face Verification in the Wild.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Joint Optimization Toward Effective and Efficient Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Computer vision for RGB-D sensors: Kinect and its applications [special issue intro.].

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Enhanced Computer Vision With Microsoft Kinect Sensor: A Review.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Action Recognition Using Multilevel Features and Latent Structural SVM.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2013

Adaptive discriminant learning for face recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Research and applications: Automatic glaucoma diagnosis through medical imaging informatics.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2013

Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Semantically-Based Human Scanpath Estimation with HMMs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Learning by Associating Ambiguously Labeled Images.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Event Recognition in Videos by Learning from Heterogeneous Web Sources.

[BibT_eX]

[DOI]

Lin Chen

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Detection of Sudden Pedestrian Crossings for Driving Assistance Systems.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2012

Initialization Independent Clustering With Actively Self-Training Method.

[BibT_eX]

[DOI]

Xuelong Li

IEEE Trans. Syst. Man Cybern. Part B, 2012

Semi-Supervised Dimension Reduction Using Trace Ratio Criterion.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization Approach.

[BibT_eX]

[DOI]

Ivor Wai-Hung Tsang

IEEE Trans. Neural Networks Learn. Syst., 2012

Laplacian Embedded Regression for Scalable Manifold Regularization.

[BibT_eX]

[DOI]

Lin Chen

IEEE Trans. Neural Networks Learn. Syst., 2012

Tag-Based Image Retrieval Improved by Augmented Features and Group-Based Refinement.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Human Gait Recognition Using Patch Distribution Feature and Locality-Constrained Group Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Removing Label Ambiguity in Learning-Based Visual Saliency Estimation.

[BibT_eX]

[DOI]

Jia Li

Wen Gao

IEEE Trans. Image Process., 2012

Histogram Contextualization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Patch Distribution Compatible Semisupervised Dimension Reduction for Face and Human Gait Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2012

Comprehensive Common Spatial Patterns With Temporal Structure Information of EEG Data: Minimizing Nontask Related EEG Component.

[BibT_eX]

[DOI]

Haixian Wang

IEEE Trans. Biomed. Eng., 2012

A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Visual Event Recognition in Videos by Learning from Web Data.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Domain Transfer Multiple Kernel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Learning with Augmented Features for Heterogeneous Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Machine Learning, 2012

Handling Ambiguity via Input-Output Kernel Learning.

[BibT_eX]

[DOI]

Xinxing Xu

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Time Constrained Influence Maximization in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Co-labeling: A New Multi-view Learning Approach for Ambiguous Problems.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Finding Correspondence from Multiple Images via Sparse and Low-Rank Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Beyond Spatial Pyramids: A New Feature Extraction Framework with Dense Spatial Sampling for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Batch mode Adaptive Multiple Instance Learning for computer vision tasks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach.

[BibT_eX]

[DOI]

Shih-Fu Chang

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Operational transformation for dependency conflict resolution in real-time collaborative 3D design systems.

[BibT_eX]

[DOI]

Agustina

Chengzheng Sun

Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

Efficient Discriminative Learning of Class Hierarchy for Many Class Prediction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2012, 2012

2011

Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2011

Introduction to special issue on social media.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2011

Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Improving Web Image Search by Bag-Based Reranking.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2011

Textual Query of Personal Photos Facilitated by Large-Scale Web Data.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Visual Content Identification and Search.

[BibT_eX]

[DOI]

Jian Lu

Xian-Sheng Hua

IEEE Multim., 2011

Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Copy detection towards semantic mining for video retrieval.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Text-based image retrieval using progressive multi-instance learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Action recognition using context and appearance distribution features.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Side-Information based Linear Discriminant Analysis for Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2011

2010

Image Clustering Using Local Discriminant Models and Global Integration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Recognizing Cartoon Image Gestures for Retrieval and Interactive Cartoon Clip Synthesis.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2010

Near Duplicate Identification With Spatially Aligned Pyramid Matching.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2010

Face and Human Gait Recognition Using Image-to-Class Distance.

[BibT_eX]

[DOI]

Tat-Jen Cham

IEEE Trans. Circuits Syst. Video Technol., 2010

Cross-media retrieval using query dependent search methods.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

Understanding multimedia content using web scale social media data.

[BibT_eX]

[DOI]

Lei Zhang

Jiebo Luo

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Regularized Trace Ratio Discriminant Analysis with Patch Distribution Feature for human gait recognition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Tag-based web photo retrieval improved by batch mode re-tagging.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Semi-Supervised Bilinear Subspace Learning.

[BibT_eX]

[DOI]

Shuicheng Yan

IEEE Trans. Image Process., 2009

Introduction to the special issue on Video-based Object and Event Analysis.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2009

Enhancing Bilinear Subspace Learning by Element Rearrangement.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Introduction to computer vision and image understanding the special issue on video analysis.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2009

Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Ranking with local regression and global alignment for cross media retrieval.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

T-IRS: textual query based image retrieval system for consumer photos.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Using large-scale web data to facilitate textual query based retrieval of consumer photos.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

First ACM SIGMM international workshop onsocial media (WSM'09).

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Spectral Embedded Clustering.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Domain adaptation from multiple sources via auxiliary classifiers.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Domain Transfer SVM for video concept detection.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Material-aware differential mesh deformation using sketching interface.

[BibT_eX]

[DOI]

Hongxin Zhang

Hujun Bao

Vis. Comput., 2008

Gait Components and Their Application to Gender Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2008

Discriminant Locally Linear Embedding With High-Order Tensor Data.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2008

Face Recognition Using Spatially Constrained Earth Mover's Distance.

[BibT_eX]

[DOI]

Shuicheng Yan

Jiebo Luo

IEEE Trans. Image Process., 2008

Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2008

Convergent 2-D Subspace Learning With Null Space Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2008

An Introduction to the Special Issue on Event Analysis in Videos.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2008

Video Event Recognition Using Kernel Methods with Multilevel Temporal Alignment.

[BibT_eX]

[DOI]

Shih-Fu Chang

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Near duplicate image identification with patially Aligned Pyramid Matching.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Rank-One Projections With Adaptive Margins for Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2007

Multilinear Discriminant Analysis for Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2007

Face Verification With Balanced Thresholds.

[BibT_eX]

[DOI]

Shuicheng Yan

Xiaoou Tang

IEEE Trans. Image Process., 2007

Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2007

Nonlinear Discriminant Analysis on Embedded Manifold.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2007

Graph Embedding and Extensions: A General Framework for Dimensionality Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Face Recognition - a Generalized Marginal Fisher Analysis Approach.

[BibT_eX]

[DOI]

Int. J. Image Graph., 2007

Element Rearrangement for Tensor-Based Subspace Learning.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Visual Event Recognition in News Video using Kernel Methods with Multi-Level Temporal Alignment.

[BibT_eX]

[DOI]

Shih-Fu Chang

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Trace Ratio vs. Ratio Trace for Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Multi-level differential surface representation based on local transformations.

[BibT_eX]

[DOI]

Vis. Comput., 2006

Human Gait Recognition With Matrix Representation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2006

Poisson shape interpolation.

[BibT_eX]

[DOI]

Graph. Model., 2006

Columbia University TRECVID-2006 Video Search and High-Level Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Non-uniform Differential Mesh Deformation.

[BibT_eX]

[DOI]