Hong Chang

Orcid: 0000-0002-2668-0070

Affiliations:
  • Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China


According to our database1, Hong Chang authored at least 117 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Comprehensive Framework for Long-Tailed Learning via Pretraining and Normalization.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

Enhancing Robustness to Class-Conditional Distribution Shift in Long-Tailed Recognition.
Trans. Mach. Learn. Res., 2024

Incorporating texture and silhouette for video-based person re-identification.
Pattern Recognit., 2024

M<sup>3</sup>GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation.
CoRR, 2024

Clothes-Changing Person Re-Identification with Feasibility-Aware Intermediary Matching.
CoRR, 2024

Task Attribute Distance for Few-Shot Learning: Theoretical Analysis and Applications.
CoRR, 2024

Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Dual Compensation Residual Networks for Class Imbalanced Learning.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Refined Knowledge Transfer for Language-Based Person Search.
IEEE Trans. Multim., 2023

Person Search by a Bi-Directional Task-Consistent Learning Model.
IEEE Trans. Multim., 2023

Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Diversity-Measurable Anomaly Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Predictive Consistency Learning for Long-Tailed Recognition.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Interactive Regression and Classification for Dense Object Detector.
IEEE Trans. Image Process., 2022

Motion Feature Aggregation for Video-Based Person Re-Identification.
IEEE Trans. Image Process., 2022

PRDP: Person Reidentification With Dirty and Poor Data.
IEEE Trans. Cybern., 2022

SANet: Statistic Attention Network for Video-Based Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol., 2022

Feature Completion for Occluded Person Re-Identification.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework.
CoRR, 2022

Extending generalized unsupervised manifold alignment.
Sci. China Inf. Sci., 2022

Optimal Positive Generation via Latent Transformation for Contrastive Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Gradual Domain Adaptation with Sample Transferability Exploitation for Person Re-Identification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework.
Proceedings of the Computer Vision - ECCV 2022, 2022

The Tenth Visual Object Tracking VOT2022 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Clothes-Changing Person Re-identification with RGB Modality Only.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Salient-to-Broad Transition for Video Person Re-identification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
IAUnet: Global Context-Aware Feature Learning for Person Reidentification.
IEEE Trans. Neural Networks Learn. Syst., 2021

Location Sensitive Network for Human Instance Segmentation.
IEEE Trans. Image Process., 2021

Cross-Modal Knowledge Adaptation for Language-Based Person Search.
IEEE Trans. Image Process., 2021

Learning efficient text-to-image synthesis via interstage cross-sample similarity distillation.
Sci. China Inf. Sci., 2021

Enhancing Latent Features for Unsupervised Video Anomaly Detection.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Isosceles Constraints for Person Re-Identification.
IEEE Trans. Image Process., 2020

Visual concept conjunction learning with recurrent neural networks.
Neurocomputing, 2020

Part alignment network for vehicle re-identification.
Neurocomputing, 2020

IAUnet: Global Context-Aware Feature Learning for Person Re-Identification.
CoRR, 2020

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training.
Proceedings of the Computer Vision - ECCV 2020, 2020

Temporal Complementary Learning for Video Person Re-identification.
Proceedings of the Computer Vision - ECCV 2020, 2020

Appearance-Preserving 3D Convolution for Video-Based Person Re-identification.
Proceedings of the Computer Vision - ECCV 2020, 2020

TCTS: A Task-Consistent Two-Stage Framework for Person Search.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Unifying Visual Attribute Learning with Object Recognition in a Multiplicative Framework.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

WIDER Face and Pedestrian Challenge 2018: Methods and Results.
CoRR, 2019

Cross Attention Network for Few-shot Classification.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Preserving Structural Relationships for Person Re-Identification.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Attribute-Aware Pedestrian Image Editing.
Proceedings of the Image and Graphics - 10th International Conference, 2019

Temporal Knowledge Propagation for Image-to-Video Person Re-Identification.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Video Prediction with Bidirectional Constraint Network.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Interaction-And-Aggregation Network for Person Re-Identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

VRSTC: Occlusion-Free Video Person Re-Identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Masked Graph Attention Network for Person Re-Identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Relation-aware Multiple Attention Siamese Networks for Robust Visual Tracking.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

MS-GAN: Text to Image Synthesis with Attention-Modulated Generators and Similarity-aware Discriminators.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Parametric local multiview hamming distance metric learning.
Pattern Recognit., 2018

Continuity-Discrimination Convolutional Neural Network for Visual Object Tracking.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Style Transfer with Adversarial Learning for Cross-Dataset Person Re-identification.
Proceedings of the Computer Vision - ACCV 2018, 2018

Visual Relationship Detection With Deep Structural Ranking.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Special issue on selected and extended papers from the 2015 International Conference on Intelligence Science and Big Data Engineering (IScIDE 2015).
Neurocomputing, 2017

Incomplete Attribute Learning with auxiliary labels.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Siamese recurrent architecture for visual tracking.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Attribute Conjunction Learning with Recurrent Neural Network.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Deep Second-Order Siamese Network for Pedestrian Re-identification.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Instance-specific canonical correlation analysis.
Neurocomputing, 2015

A Unified Multiplicative Framework for Attribute Learning.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Online Visual Tracking via Coupled Object-Context Dictionary.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Joint sparse representation for video-based face recognition.
Neurocomputing, 2014

Deeply Coupled Auto-encoder Networks for Cross-view Classification.
CoRR, 2014

Generalized Unsupervised Manifold Alignment.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Modeling Video Dynamics with Deep Dynencoder.
Proceedings of the Computer Vision - ECCV 2014, 2014

Deep Network Cascade for Image Super-resolution.
Proceedings of the Computer Vision - ECCV 2014, 2014

Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Gaussian Descriptor Based on Local Features for Person Re-identification.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

Representation Learning with Smooth Autoencoder.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Strip Features for Fast Object Detection.
IEEE Trans. Cybern., 2013

Parametric Local Multimodal Hashing for Cross-View Similarity Search.
Proceedings of the IJCAI 2013, 2013

Instance-specific canonical correlation analysis for pose alignment.
Proceedings of the IEEE International Conference on Image Processing, 2013

Temporally multiple dynamic textures synthesis using piecewise linear dynamic systems.
Proceedings of the IEEE International Conference on Image Processing, 2013

Progressive Image Restoration through Hybrid Graph Laplacian Regularization.
Proceedings of the 2013 Data Compression Conference, 2013

2012
Multiview Metric Learning with Global Consistency and Local Smoothness.
ACM Trans. Intell. Syst. Technol., 2012

Boosted translation-tolerable classifiers for fast object detection.
Image Vis. Comput., 2012

Grouping Active Contour Fragments for Object Recognition.
Proceedings of the Computer Vision - ACCV 2012, 2012

Multi-layer Spectral Clustering for Video Segmentation.
Proceedings of the Computer Vision, 2012

2011
A novel coarse-to-fine hair segmentation method.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

A unified framework for locating and recognizing human actions.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Sigma Set Based Implicit Online Learning for Object Tracking.
IEEE Signal Process. Lett., 2010

Low-Resolution Face Recognition via Coupled Locality Preserving Mappings.
IEEE Signal Process. Lett., 2010

Boosted Sigma Set for Pedestrian Detection.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Manifold Alignment via Corresponding Projections.
Proceedings of the British Machine Vision Conference, 2010

2009
Aligning Coupled Manifolds for Face Hallucination.
IEEE Signal Process. Lett., 2009

Locality preserving constraints for super-resolution with neighbor embedding.
Proceedings of the International Conference on Image Processing, 2009

Sigma Set: A small second order statistical region descriptor.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Semi-Supervised Discriminant Analysis via Spectral Transduction.
Proceedings of the British Machine Vision Conference, 2009

Coupled Metric Learning for Face Recognition with Degraded Images.
Proceedings of the Advances in Machine Learning, 2009

2008
Robust path-based spectral clustering.
Pattern Recognit., 2008

A Scalable Kernel-Based Semisupervised Metric Learning Algorithm with Out-of-Sample Generalization Ability.
Neural Comput., 2008

Hallucinating facial images and features.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Parzen Discriminant Analysis.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
A Kernel Approach for Semisupervised Metric Learning.
IEEE Trans. Neural Networks, 2007

Learning the kernel matrix by maximizing a KFD-based class separability criterion.
Pattern Recognit., 2007

Kernel-based distance metric learning for content-based image retrieval.
Image Vis. Comput., 2007

A Scalable Kernel-Based Algorithm for Semi-Supervised Metric Learning.
Proceedings of the IJCAI 2007, 2007

Locally Smooth Metric Learning with Application to Image Retrieval.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints.
Pattern Recognit., 2006

Relaxational metric adaptation and its application to semi-supervised clustering and content-based image retrieval.
Pattern Recognit., 2006

Locally linear metric adaptation with application to semi-supervised clustering and image retrieval.
Pattern Recognit., 2006

Robust locally linear embedding.
Pattern Recognit., 2006

Extending Kernel Fisher Discriminant Analysis with the Weighted Pairwise Chernoff Criterion.
Proceedings of the Computer Vision, 2006

Graph Laplacian Kernels for Object Classification from a Single Example.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

A Manifold Regularization Approach to Calibration Reduction for Sensor-Network Based Tracking.
Proceedings of the Proceedings, 2006

2005
Kernel-Based Metric Adaptation with Pairwise Constraints.
Proceedings of the Advances in Machine Learning and Cybernetics, 2005

Robust Path-Based Spectral Clustering with Application to Image Segmentation.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Stepwise Metric Adaptation Based on Semi-Supervised Learning for Boosting Image Retrieval Performance.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

2004
Locally linear metric adaptation for semi-supervised clustering.
Proceedings of the Machine Learning, 2004

SVC2004: First International Signature Verification Competition.
Proceedings of the Biometric Authentication, First International Conference, 2004

Super-Resolution through Neighbor Embedding.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004


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