Chen Change Loy

According to our database1, Chen Change Loy authored at least 182 papers between 2006 and 2019.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2019
Editorial: Special Issue on Deep Learning for Face Analysis.
International Journal of Computer Vision, 2019

Robust Multi-Modality Multi-Object Tracking.
CoRR, 2019

Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild.
CoRR, 2019

One-shot Face Reenactment.
CoRR, 2019

Learning Lightweight Lane Detection CNNs by Self Attention Distillation.
CoRR, 2019

MMDetection: Open MMLab Detection Toolbox and Benchmark.
CoRR, 2019

Disentangling Content and Style via Unsupervised Geometry Distillation.
CoRR, 2019

Deep Flow-Guided Video Inpainting.
CoRR, 2019

EDVR: Video Restoration with Enhanced Deformable Convolutional Networks.
CoRR, 2019

CARAFE: Content-Aware ReAssembly of FEatures.
CoRR, 2019

Path-Restore: Learning Network Path Selection for Image Restoration.
CoRR, 2019

TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation.
CoRR, 2019

Prime Sample Attention in Object Detection.
CoRR, 2019

Learning to Cluster Faces on an Affinity Graph.
CoRR, 2019

Self-Supervised Learning via Conditional Motion Propagation.
CoRR, 2019

Dense Intrinsic Appearance Flow for Human Pose Transfer.
CoRR, 2019

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization.
CoRR, 2019

Unsupervised Bi-directional Flow-based Video Generation from one Snapshot.
CoRR, 2019

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

Hybrid Task Cascade for Instance Segmentation.
CoRR, 2019

Region Proposal by Guided Anchoring.
CoRR, 2019

Disentangling Content and Style via Unsupervised Geometry Distillation.
Proceedings of the Deep Generative Models for Highly Structured Data, 2019

Instance-Level Facial Attributes Transfer with Geometry-Aware Flow.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Discriminative Sparse Neighbor Approximation for Imbalanced Learning.
IEEE Trans. Neural Netw. Learning Syst., 2018

Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications.
IEEE Trans. Image Processing, 2018

Faceness-Net: Face Detection through Deep Facial Part Responses.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Deep Learning Markov Random Field for Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

From Facial Expression Recognition to Interpersonal Relation Prediction.
International Journal of Computer Vision, 2018

Feature Matters: A Stage-by-Stage Approach for Knowledge Transfer.
CoRR, 2018

Instance-level Facial Attributes Transfer with Geometry-Aware Flow.
CoRR, 2018

Deep Network Interpolation for Continuous Imagery Effect Transition.
CoRR, 2018

Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks.
CoRR, 2018

Improving On-policy Learning with Statistical Reward Accumulation.
CoRR, 2018

Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition.
CoRR, 2018

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks.
CoRR, 2018

The Devil of Face Recognition is in the Noise.
CoRR, 2018

ReenactGAN: Learning to Reenact Faces via Boundary Transfer.
CoRR, 2018

Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition.
CoRR, 2018

Non-Local Recurrent Network for Image Restoration.
CoRR, 2018

Deep Imbalanced Learning for Face Recognition and Attribute Prediction.
CoRR, 2018

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation.
CoRR, 2018

Optimizing Video Object Detection via a Scale-Time Lattice.
CoRR, 2018

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning.
CoRR, 2018

Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform.
CoRR, 2018

Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation.
CoRR, 2018

Pose-Robust Face Recognition via Deep Residual Equivariant Mapping.
CoRR, 2018

Non-Local Recurrent Network for Image Restoration.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Aesthetic-Driven Image Enhancement by Adversarial Learning.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Fusing Object Context to Detect Functional Area for Cognitive Robots.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

PSANet: Point-wise Spatial Attention Network for Scene Parsing.
Proceedings of the Computer Vision - ECCV 2018, 2018

Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition.
Proceedings of the Computer Vision - ECCV 2018, 2018

Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition.
Proceedings of the Computer Vision - ECCV 2018, 2018

ReenactGAN: Learning to Reenact Faces via Boundary Transfer.
Proceedings of the Computer Vision - ECCV 2018, 2018

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

The Devil of Face Recognition Is in the Noise.
Proceedings of the Computer Vision - ECCV 2018, 2018

Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Lifelong Learning via Progressive Distillation and Retrospection.
Proceedings of the Computer Vision - ECCV 2018, 2018

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Optimizing Video Object Detection via a Scale-Time Lattice.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Pose-Robust Face Recognition via Deep Residual Equivariant Mapping.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Mix-and-Match Tuning for Self-Supervised Semantic Segmentation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Merge or Not? Learning to Group Faces via Imitation Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Learning Scene-Independent Group Descriptors for Crowd Understanding.
IEEE Trans. Circuits Syst. Video Techn., 2017

Crowded Scene Understanding by Deeply Learned Volumetric Slices.
IEEE Trans. Circuits Syst. Video Techn., 2017

Image Aesthetic Assessment: An experimental survey.
IEEE Signal Process. Mag., 2017

DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Development of fine-grained pill identification algorithm using deep convolutional network.
Journal of Biomedical Informatics, 2017

Image and Video Understanding in Big Data.
Computer Vision and Image Understanding, 2017

Mix-and-Match Tuning for Self-Supervised Semantic Segmentation.
CoRR, 2017

Be Your Own Prada: Fashion Synthesis with Structural Coherence.
CoRR, 2017

Quantifying Facial Age by Posterior of Age Comparisons.
CoRR, 2017

Learning to Disambiguate by Asking Discriminative Questions.
CoRR, 2017

Video Object Segmentation with Re-identification.
CoRR, 2017

Face Detection through Scale-Friendly Deep Convolutional Networks.
CoRR, 2017

Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications.
CoRR, 2017

Faceness-Net: Face Detection through Deep Facial Part Responses.
CoRR, 2017

Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade.
CoRR, 2017

Merge or Not? Learning to Group Faces via Imitation Learning.
CoRR, 2017

Aesthetic-Driven Image Enhancement by Adversarial Learning.
CoRR, 2017

Discover and Learn New Objects from Documentaries.
CoRR, 2017

Be Your Own Prada: Fashion Synthesis with Structural Coherence.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning to Disambiguate by Asking Discriminative Questions.
Proceedings of the IEEE International Conference on Computer Vision, 2017

PolyNet: A Pursuit of Structural Diversity in Very Deep Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017


Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Discover and Learn New Objects from Documentaries.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Quantifying Facial Age by Posterior of Age Comparisons.
Proceedings of the British Machine Vision Conference 2017, 2017

Deep Learning for Scene-Independent Crowd Analysis.
Proceedings of the Group and Crowd Behavior for Computer Vision, 1st Edition, 2017

2016
Constrained Clustering With Imperfect Oracles.
IEEE Trans. Neural Netw. Learning Syst., 2016

Learning Deep Representation for Face Alignment with Auxiliary Attributes.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Image Super-Resolution Using Deep Convolutional Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

A survey on heterogeneous face recognition: Sketch, infra-red, 3D and low-resolution.
Image Vision Comput., 2016

Learning from Multiple Sources for Video Summarisation.
International Journal of Computer Vision, 2016

Deep Cascaded Bi-Network for Face Hallucination.
CoRR, 2016

From Facial Expression Recognition to Interpersonal Relation Prediction.
CoRR, 2016

PolyNet: A Pursuit of Structural Diversity in Very Deep Networks.
CoRR, 2016

Deep Convolution Networks for Compression Artifacts Reduction.
CoRR, 2016

Deep Learning Markov Random Field for Semantic Segmentation.
CoRR, 2016

Local Similarity-Aware Deep Feature Embedding.
CoRR, 2016

Discriminative Sparse Neighbor Approximation for Imbalanced Learning.
CoRR, 2016

Accelerating the Super-Resolution Convolutional Neural Network.
CoRR, 2016

Image Aesthetic Assessment: An Experimental Survey.
CoRR, 2016

Local Similarity-Aware Deep Feature Embedding.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Towards robust color recovery for high-capacity color QR codes.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Deep Cascaded Bi-Network for Face Hallucination.
Proceedings of the Computer Vision - ECCV 2016, 2016

Joint Face Representation Adaptation and Clustering in Videos.
Proceedings of the Computer Vision - ECCV 2016, 2016

Deep Specialized Network for Illuminant Estimation.
Proceedings of the Computer Vision - ECCV 2016, 2016

Human Attribute Recognition by Deep Hierarchical Contexts.
Proceedings of the Computer Vision - ECCV 2016, 2016

Depth Map Super-Resolution by Deep Multi-Scale Guidance.
Proceedings of the Computer Vision - ECCV 2016, 2016

Accelerating the Super-Resolution Convolutional Neural Network.
Proceedings of the Computer Vision - ECCV 2016, 2016

Unconstrained Face Alignment via Cascaded Compositional Learning.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Sketch Me That Shoe.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

WIDER FACE: A Face Detection Benchmark.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Slicing Convolutional Neural Network for Crowd Video Understanding.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Unsupervised Learning of Discriminative Attributes and Visual Representations.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Deep Representation for Imbalanced Classification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Pedestrian Color Naming via Convolutional Neural Network.
Proceedings of the Computer Vision - ACCV 2016, 2016

Reading Scene Text in Deep Convolutional Sequences.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Towards Arbitrary-View Face Alignment by Recommendation Trees.
CoRR, 2015

Multi-Source Video Summarisation.
CoRR, 2015

Learning Social Relation Traits from Face Images.
CoRR, 2015

WIDER FACE: A Face Detection Benchmark.
CoRR, 2015

From Facial Parts Responses to Face Detection: A Deep Learning Approach.
CoRR, 2015

A Large-Scale Car Dataset for Fine-Grained Categorization and Verification.
CoRR, 2015

An Empirical Study of Recent Face Alignment Methods.
CoRR, 2015

Semantic Image Segmentation via Deep Parsing Network.
CoRR, 2015

Reading Scene Text in Deep Convolutional Sequences.
CoRR, 2015

Boosting Optical Character Recognition: A Super-Resolution Approach.
CoRR, 2015

Image Super-Resolution Using Deep Convolutional Networks.
CoRR, 2015

Compression Artifacts Reduction by a Deep Convolutional Network.
CoRR, 2015

Learning to Recognize Pedestrian Attribute.
CoRR, 2015

Learning Social Relation Traits from Face Images.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

From Facial Parts Responses to Face Detection: A Deep Learning Approach.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Semantic Image Segmentation via Deep Parsing Network.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Compression Artifacts Reduction by a Deep Convolutional Network.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Face alignment by coarse-to-fine shape searching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A large-scale car dataset for fine-grained categorization and verification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Deeply learned attributes for crowded scene understanding.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

DeepID-Net: Deformable deep convolutional neural networks for object detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Deep Representation Learning with Target Coding.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Evaluating Feature Importance for Re-identification.
Proceedings of the Person Re-Identification, 2014

The Re-identification Challenge.
Proceedings of the Person Re-Identification, 2014

On-the-fly feature importance mining for person re-identification.
Pattern Recognition, 2014

Transferring Landmark Annotations for Cross-Dataset Face Alignment.
CoRR, 2014

Learning and Transferring Multi-task Deep Representation for Face Alignment.
CoRR, 2014

DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection.
CoRR, 2014

DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection.
CoRR, 2014

Crowd Saliency Detection via Global Similarity Structure.
CoRR, 2014

Pedestrian Attribute Recognition At Far Distance.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Crowd Saliency Detection via Global Similarity Structure.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Facial Landmark Detection by Deep Multi-task Learning.
Proceedings of the Computer Vision - ECCV 2014, 2014

Learning a Deep Convolutional Network for Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2014, 2014

Constructing Robust Affinity Graphs for Spectral Clustering.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Scene-Independent Group Profiling in Crowd.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Person re-identification by manifold ranking.
Proceedings of the IEEE International Conference on Image Processing, 2013

Constrained Clustering: Effective Constraint Propagation with Imperfect Oracles.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Video Synopsis by Heterogeneous Multi-source Correlation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

From Semi-supervised to Transfer Counting of Crowds.
Proceedings of the IEEE International Conference on Computer Vision, 2013

POP: Person Re-identification Post-rank Optimisation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Cumulative Attribute Space for Age and Crowd Density Estimation.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Crowd Counting and Profiling: Methodology and Evaluation.
Proceedings of the Modeling, Simulation and Visual Analysis of Crowds, 2013

2012
Incremental Activity Modeling in Multiple Disjoint Cameras.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Salient motion detection in crowded scenes.
Proceedings of the 5th International Symposium on Communications, 2012

Person Re-identification: What Features Are Important?
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Stream-based joint exploration-exploitation active learning.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Comparing Visual Feature Coding for Learning Disjoint Camera Dependencies.
Proceedings of the British Machine Vision Conference, 2012

Feature Mining for Localised Crowd Counting.
Proceedings of the British Machine Vision Conference, 2012

2011
Detecting and discriminating behavioural anomalies.
Pattern Recognition, 2011

Security and Surveillance.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

2010
Activity understanding and unusual event detection in surveillance videos.
PhD thesis, 2010

Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding.
International Journal of Computer Vision, 2010

Stream-Based Active Unusual Event Detection.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Modelling activity global temporal dependencies using Time Delayed Probabilistic Graphical Model.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Multi-camera activity correlation analysis.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Modelling Multi-object Activity by Gaussian Processes.
Proceedings of the British Machine Vision Conference, 2009

2008
Robust modular ARTMAP for multi-class shape recognition.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
Keystroke Patterns Classification Using the ARTMAP-FD Neural Network.
Proceedings of the 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2007), 2007

Use of Circle-Segments as a Data Visualization Technique for Feature Selection in Pattern Classification.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

2006
Dimensionality Reduction of Protein Mass Spectrometry Data Using Random Projection.
Proceedings of the Neural Information Processing, 13th International Conference, 2006


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