Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

Dressing in the Wild by Watching Dance Videos.

[BibT_eX]

[DOI]

Xin Dong

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

2021

EnlightenGAN: Deep Light Enhancement Without Paired Supervision.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Enhanced LRR-Based RFI Suppression for SAR Imaging Using the Common Sparsity of Range Profiles for Accurate Signal Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

A Novel Bayesian Super-Resolution Method for Radar Forward-Looking Imaging Based on Markov Random Field Model.

[BibT_eX]

[DOI]

Remote. Sens., 2021

One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Autofocus Method for Sparse Aperture ISAR Based on L0 Norm and NLTV Regularization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Super-Resolution Imaging Method for Real-Aperture Scanning Radar Based on MRF Prior Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Online Multi-Granularity Distillation for GAN Compression.

[BibT_eX]

[DOI]

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

SAI: Self-Adjusting Incremental Quantile Estimation for Sparse Training of Neural Networks on Hardware Accelerators.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

2020

Weak maneuvering target detection in random pulse repetition interval radar.

[BibT_eX]

[DOI]

Signal Process., 2020

An Efficient Method for Single-Channel SAR Target Reconstruction Under Severe Deceptive Jamming.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2020

Emergency patient flow forecasting in the radiology department.

[BibT_eX]

[DOI]

Health Informatics J., 2020

Neural Epitome Search for Architecture-Agnostic Network Compression.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

AtomNAS: Fine-Grained End-to-End Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

A Joint Algorithm for Carrier Phase and Timing Synchronization in Non-binary LDPC Coded CPM Systems.

[BibT_eX]

[DOI]

Proceedings of the ICDSP 2020: 4th International Conference on Digital Signal Processing, 2020

Human Motion Transfer from Poses in the Wild.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

Action Recognition With Spatio-Temporal Visual Attention on Skeleton Image Sequences.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Focusing Bistatic Forward-Looking Synthetic Aperture Radar Based on an Improved Hyperbolic Range Model and a Modified Omega-K Algorithm.

[BibT_eX]

[DOI]

Sensors, 2019

A hybrid ARIMA-SVR approach for forecasting emergency patient flow.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2019

Fast implementation of ground maneuvering target focusing.

[BibT_eX]

[DOI]

Digit. Signal Process., 2019

Deep Model Compression via Filter Auto-sampling.

[BibT_eX]

[DOI]

CoRR, 2019

Bilevel mixed-integer nonlinear programming for integrated scheduling in a supply chain network.

[BibT_eX]

[DOI]

Clust. Comput., 2019

Slimmable Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch.

[BibT_eX]

[DOI]

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

2018

Radio Frequency Interference Suppression for SAR via Block Sparse Bayesian Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Proposal-Free Network for Instance-Level Object Segmentation.

[BibT_eX]

[DOI]

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

Local patch encoding-based method for single image super-resolution.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Subspace Learning by ℓ0-Induced Sparsity.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2018

YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark.

[BibT_eX]

[DOI]

CoRR, 2018

Wide Activation for Efficient and Accurate Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2018

EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching.

[BibT_eX]

[DOI]

CoRR, 2018

Factorized Adversarial Networks for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2018

Learning 3D-FilterMap for Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Action Recognition with Visual Attention on Skeleton Images.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

WSNet: Compact and Efficient Networks Through Weight Sampling.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

3D-FilterMap: A Compact Architecture for Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

A Hybrid Neural Network for Chroma Intra Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

YouTube-VOS: Sequence-to-Sequence Video Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Efficient Video Object Segmentation via Network Modulation.

[BibT_eX]

[DOI]

Aggelos K. Katsaggelos

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

2017

Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Human Parsing with Contextualized Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Learning to Segment Human by Watching YouTube.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

WSNet: Compact and Efficient Networks with Weight Sampling.

[BibT_eX]

[DOI]

CoRR, 2017

On the Suboptimality of Proximal Gradient Descent for $\ell^{0}$ Sparse Approximation.

[BibT_eX]

[DOI]

CoRR, 2017

Local Patch Classification Based Framework for Single Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2017

GUN: Gradual Upsampling Network for single image super-resolution.

[BibT_eX]

[DOI]

CoRR, 2017

Learning from Noisy Labels with Distillation.

[BibT_eX]

[DOI]

CoRR, 2017

Neighborhood Regularized l^1-Graph.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

First International ACM Thematic Workshops 2017.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Support Regularized Sparse Coding and Its Fast Encoder.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Learning from Noisy Labels with Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Dense Captioning with Joint Inference and Visual Context.

[BibT_eX]

[DOI]

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

Robust emotion recognition from low quality and low bit rate video: A deep learning approach.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016

Robust Single Image Super-Resolution via Deep Networks With Sparse Prior.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Parsing Based on Parselets: A Unified Deformable Mixture Model for Human Parsing.

[BibT_eX]

[DOI]

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

Cross-modality Consistent Regression for Joint Visual-Textual Sentiment Analysis of Social Multimedia.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Customized expression recognition for performance-driven cutout character animation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

ℓ ^0 ℓ 0 -Sparse Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Rating Image Aesthetics Using Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Learning Super-Resolution Jointly From External and Internal Examples.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Image-Specific Prior Adaptation for Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Key Point Detection by Max Pooling for Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Subcategory-Aware Object Detection.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

Deep Human Parsing with Active Template Regression.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Learning ℓ0-Graph for Data Clustering.

[BibT_eX]

[DOI]

CoRR, 2015

Real-World Font Recognition Using Deep Network and Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Learning Representations, 2015

Deeply Improved Sparse Coding for Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2015

Scalable Similarity Learning Using Large Margin Neighborhood Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Selective Pooling Vector for Fine-Grained Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Designing a composite dictionary adaptively from joint examples.

[BibT_eX]

[DOI]

Proceedings of the 2015 Visual Communications and Image Processing, 2015

Joint Visual-Textual Sentiment Analysis with Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

DeepFont: Identify Your Font from An Image.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

DeepFont: A System for Font Recognition and Similarity.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Deep Networks for Image Super-Resolution with Sparse Prior.

[BibT_eX]

[DOI]

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

Human Parsing with Contextualized Convolutional Neural Network.

[BibT_eX]

[DOI]

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

Intra-frame deblurring by leveraging inter-frame camera motion.

[BibT_eX]

[DOI]

Haichao Zhang

Jianchao Yang

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

Self-tuned deep super resolution.

[BibT_eX]

[DOI]

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

Matching-CNN meets KNN: Quasi-parametric human parsing.

[BibT_eX]

[DOI]

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

Fine-grained recognition without part annotations.

[BibT_eX]

[DOI]

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

Collaborative feature learning from social media.

[BibT_eX]

[DOI]

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

Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Sparse Coding and its Applications in Computer Vision

[BibT_eX]

[DOI]

WorldScientific, ISBN: 9789814725064, 2015

2014

Supervised super-vector encoding for facial expression recognition.

[BibT_eX]

[DOI]

Usman Tariq

Jianchao Yang

Thomas S. Huang

Pattern Recognit. Lett., 2014

GPU Asynchronous Stochastic Gradient Descent to Speed Up Neural Network Training.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Learning Representations, 2014

A joint perspective towards image super-resolution: Unifying external- and self-examples.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Scale Adaptive Blind Deblurring.

[BibT_eX]

[DOI]

Haichao Zhang

Jianchao Yang

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

RAPID: Rating Pictorial Aesthetics using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Non-local compressive sampling recovery.

[BibT_eX]

[DOI]

Xianbiao Shu

Jianchao Yang

Narendra Ahuja

Proceedings of the 2014 IEEE International Conference on Computational Photography, 2014

Epitomic image colorization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Investigating Haze-Relevant Features in a Learning Framework for Image Dehazing.

[BibT_eX]

[DOI]

Ketan Tang

Jianchao Yang

Jue Wang

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

Towards Unified Human Parsing and Pose Estimation.

[BibT_eX]

[DOI]

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

Large-Scale Visual Font Recognition.

[BibT_eX]

[DOI]

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

Regularized l1-Graph for Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2014

Data Clustering by Laplacian Regularized L1-Graph.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Image and Video Restorations via Nonlocal Kernel Regression.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Opportunistic sensing for object recognition - A unified formulation for dynamic sensor selection and feature extraction.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

A Max-Margin Perspective on Sparse Representation-Based Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Probabilistic Elastic Part Model for Unsupervised Face Detector Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Text Localization in Natural Images Using Stroke Feature Transform and Text Covariance Descriptors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Maximum margin GMM learning for facial expression recognition.

[BibT_eX]

[DOI]

Usman Tariq

Jianchao Yang

Thomas S. Huang

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Fast Image Super-Resolution Based on In-Place Example Regression.

[BibT_eX]

[DOI]

Jianchao Yang

Zhe Lin

Scott Cohen

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

Exemplar-Based Face Parsing.

[BibT_eX]

[DOI]

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

Probabilistic Elastic Matching for Pose Variant Face Verification.

[BibT_eX]

[DOI]

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

2012

Photo Stream Alignment and Summarization for Collaborative Photo Collection and Sharing.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Coupled Dictionary Training for Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Pooling Robust Shift-Invariant Sparse Representations of Acoustic Signals.

[BibT_eX]

[DOI]

Po-Sen Huang

Jianchao Yang

Mark Hasegawa-Johnson

Feng Liang

Thomas S. Huang

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Multi-view Facial Expression Recognition Analysis with Generic Sparse Coding Feature.

[BibT_eX]

[DOI]

Usman Tariq

Jianchao Yang

Thomas S. Huang

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Bilevel sparse coding for coupled feature spaces.

[BibT_eX]

[DOI]

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

2011

Sparse modeling of high-dimensional data for learning and vision

[BibT_eX]

[DOI]

Jianchao Yang

PhD thesis, 2011

Sparse representation based blind image deblurring.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Learning the sparse representation for classification.

[BibT_eX]

[DOI]

Jianchao Yang

Jiangping Wang

Thomas S. Huang

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Multi-scale Non-Local Kernel Regression for super resolution.

[BibT_eX]

[DOI]

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

Close the loop: Joint blind image restoration and recognition with sparse representation prior.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

Image Super-Resolution Via Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Learning With ℓ1-Graph for Image Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Non-Local Kernel Regression for Image and Video Restoration.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2010

Efficient Highly Over-Complete Sparse Coding Using a Mixture Model.

[BibT_eX]

[DOI]

Jianchao Yang

Kai Yu

Thomas S. Huang

Proceedings of the Computer Vision - ECCV 2010, 2010

Supervised translation-invariant sparse coding.

[BibT_eX]

[DOI]

Jianchao Yang

Kai Yu

Thomas S. Huang

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

Locality-constrained Linear Coding for image classification.

[BibT_eX]

[DOI]

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

2009

Ubiquitously Supervised Subspace Learning.

[BibT_eX]

[DOI]

Jianchao Yang

Shuicheng Yan

Thomas S. Huang

IEEE Trans. Image Process., 2009

Linear spatial pyramid matching using sparse coding for image classification.

[BibT_eX]

[DOI]

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

2008

Surveillance Event Detection.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Face hallucination VIA sparse coding.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Non-negative graph embedding.

[BibT_eX]

[DOI]

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

Image super-resolution as sparse representation of raw image patches.

[BibT_eX]

[DOI]

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

Jianchao Yang

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