Chao Xu

Orcid: 0000-0002-6522-0982

Affiliations:
  • Peking University, Key Laboratory of Machine Perception, Beijing, China


According to our database1, Chao Xu authored at least 148 papers between 2002 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Learning to Deblur Polarized Images.
CoRR, 2024

2023
Hybrid High Dynamic Range Imaging fusing Neuromorphic and Conventional Images.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Deblurring Low-Light Images with Events.
Int. J. Comput. Vis., May, 2023

Polarization Guided HDR Reconstruction via Pixel-Wise Depolarization.
IEEE Trans. Image Process., 2023

Multiscale Positive-Unlabeled Detection of AI-Generated Texts.
CoRR, 2023

Towards Higher Ranks via Adversarial Weight Pruning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Network Expansion For Practical Training Acceleration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Polarization-Aware Low-Light Image Enhancement.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Optimizing Latent Distributions for Non-Adversarial Generative Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

GhostNetV2: Enhance Cheap Operation with Long-Range Attention.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Federated Learning with Positive and Unlabeled Data.
Proceedings of the International Conference on Machine Learning, 2022

An Image Patch is a Wave: Phase-Aware Vision MLP.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Patch Slimming for Efficient Vision Transformers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Hire-MLP: Vision MLP via Hierarchical Rearrangement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Source-Free Domain Adaptation via Distribution Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Learning Student Networks via Feature Embedding.
IEEE Trans. Neural Networks Learn. Syst., 2021

Training object detectors from few weakly-labeled and many unlabeled images.
Pattern Recognit., 2021

Adder Neural Networks.
CoRR, 2021

Learning to dehaze with polarization.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Augmented Shortcuts for Vision Transformers.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

DeLiEve-Net: Deblurring Low-light Images with Light Streaks and Local Events.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

EvIntSR-Net: Event Guided Multiple Latent Frames Reconstruction and Super-resolution.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Manifold Regularized Dynamic Network Pruning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning Student Networks in the Wild.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Pre-Trained Image Processing Transformer.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Robust Student Network Learning.
IEEE Trans. Neural Networks Learn. Syst., 2020

HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens.
CoRR, 2020

Discernible Compressed Images via Deep Perception Consistency.
CoRR, 2020

UnModNet: Learning to Unwrap a Modulo Image for High Dynamic Range Imaging.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Searching for Low-Bit Weights in Quantized Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

SCOP: Scientific Control for Reliable Neural Network Pruning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Discernible Image Compression.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

CARS: Continuous Evolution for Efficient Neural Architecture Search.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

A Semi-Supervised Assessor of Neural Architectures.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Neuromorphic Camera Guided High Dynamic Range Imaging.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

On Positive-Unlabeled Classification in GAN.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

AdderNet: Do We Really Need Multiplications in Deep Learning?
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Frequency Domain Compact 3D Convolutional Neural Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Reborn Filters: Pruning Convolutional Neural Networks with Limited Data.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Distilling Portable Generative Adversarial Networks for Image Translation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Packing Convolutional Neural Networks in the Frequency Domain.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Bringing Giant Neural Networks Down to Earth with Unlabeled Data.
CoRR, 2019

Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification.
CoRR, 2019

Multi-View Matrix Completion for Multi-Label Image Classification.
CoRR, 2019

Learning from Bad Data via Generation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

LegoNet: Efficient Convolutional Neural Networks with Lego Filters.
Proceedings of the 36th International Conference on Machine Learning, 2019

Data-Free Learning of Student Networks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Revisiting Perspective Information for Efficient Crowd Counting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Smooth Deep Image Generator from Noises.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Cost-Sensitive Feature Selection by Optimizing F-Measures.
IEEE Trans. Image Process., 2018

Perspective-Aware CNN For Crowd Counting.
CoRR, 2018

Learning Versatile Filters for Efficient Convolutional Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Towards Evolutionary Compression.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Online Dictionary Learning with Confidence.
Proceedings of the IEEE International Conference on Data Mining, 2018

Autoencoder Inspired Unsupervised Feature Selection.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Learning With Single-Teacher Multi-Student.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Adversarial Learning of Portable Student Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Reinforced Multi-Label Image Classification by Exploring Curriculum.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
DCT Regularized Extreme Visual Recovery.
IEEE Trans. Image Process., 2017

How do you smile? Towards a comprehensive smile analysis system.
Neurocomputing, 2017

Towards Evolutional Compression.
CoRR, 2017

Learning from Multiple Teacher Networks.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Privileged Multi-label Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-Positive and Unlabeled Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Fast SVM Trained by Divide-and-Conquer Anchors.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Beyond Filters: Compact Feature Map for Portable Deep Model.
Proceedings of the 34th International Conference on Machine Learning, 2017

Fast Compressive Phase Retrieval under Bounded Noise.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Beyond RPCA: Flattening Complex Noise in the Frequency Domain.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Cost-Sensitive Feature Selection via F-Measure Optimization Reduction.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Local Rademacher Complexity for Multi-Label Learning.
IEEE Trans. Image Process., 2016

DCT Inspired Feature Transform for Image Retrieval and Reconstruction.
IEEE Trans. Image Process., 2016

Large Margin Multi-Modal Multi-Task Feature Extraction for Image Classification.
IEEE Trans. Image Process., 2016

Streaming Label Learning for Modeling Labels on the Fly.
CoRR, 2016

Streaming View Learning.
CoRR, 2016

Parts for the Whole: The DCT Norm for Extreme Visual Recovery.
CoRR, 2016

CNNpack: Packing Convolutional Neural Networks in the Frequency Domain.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Robust Extreme Multi-label Learning.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015
Database Saliency for Fast Image Retrieval.
IEEE Trans. Multim., 2015

Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction.
IEEE Trans. Knowl. Data Eng., 2015

Exploring Spatial Correlation for Visual Object Retrieval.
ACM Trans. Intell. Syst. Technol., 2015

Multi-View Learning With Incomplete Views.
IEEE Trans. Image Process., 2015

Multiview Matrix Completion for Multilabel Image Classification.
IEEE Trans. Image Process., 2015

Multi-View Intact Space Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Large-margin multi-view Gaussian process.
Multim. Syst., 2015

Multi-view Self-Paced Learning for Clustering.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Manifold Regularized Transfer Distance Metric Learning.
Proceedings of the British Machine Vision Conference 2015, 2015

Large-Margin Multi-Label Causal Feature Learning.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Decomposition-Based Transfer Distance Metric Learning for Image Classification.
IEEE Trans. Image Process., 2014

Large-Margin Multi-ViewInformation Bottleneck.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Multi-view Multi-task Feature Extraction for Web Image Classification.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Large-margin Weakly Supervised Dimensionality Reduction.
Proceedings of the 31th International Conference on Machine Learning, 2014

Saliency oriented object image re-ranking.
Proceedings of the 21st IEEE International Conference on Electronics, Circuits and Systems, 2014

Pre-Trained Multi-View Word Embedding Using Two-Side Neural Network.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2013

W-Tree Indexing for Fast Visual Word Generation.
IEEE Trans. Image Process., 2013

Manifold Regularized Multitask Learning for Semi-Supervised Multilabel Image Classification.
IEEE Trans. Image Process., 2013

A comprehensive study on learning to rank for content-based image retrieval.
Signal Process., 2013

A Survey on Multi-view Learning
CoRR, 2013

Indexing billions of images for sketch-based retrieval.
Proceedings of the ACM Multimedia Conference, 2013

MagicBrush: image search by color sketch.
Proceedings of the ACM Multimedia Conference, 2013

Large-margin multi-view Gaussian process for image classification.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

FIM: A Real-Time Content Based Sample Image Matching System.
Proceedings of the Seventh International Conference on Image and Graphics, 2013

Vector-Valued Multi-View Semi-Supervsed Learning for Multi-Label Image Classification.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding.
IEEE Trans. Multim., 2012

Parallel Lasso for Large-Scale Video Concept Detection.
IEEE Trans. Multim., 2012

Ranking Model Adaptation for Domain-Specific Search.
IEEE Trans. Knowl. Data Eng., 2012

Ensemble Manifold Regularization.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Query difficulty estimation for image retrieval.
Neurocomputing, 2012

Exploiting visual word co-occurrence for image retrieval.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

From Document to Image: Learning a Scalable Ranking Model for Content Based Image Retrieval.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

Learning to rerank images with enhanced spatial verification.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
DAML: Domain Adaptation Metric Learning.
IEEE Trans. Image Process., 2011

Query Difficulty Guided Image Retrieval System.
Proceedings of the Advances in Multimedia Modeling, 2011

Shared feature extraction for semi-supervised image classification.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Difficulty guided image retrieval using linear multiview embedding.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Query expansion by spatial co-occurrence for image retrieval.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

The role of attractiveness in web image search.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Fast visual word quantization via spatial neighborhood boosting.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Real-time human tracking based on switching linear dynamic system combined with adaptive Meanshift tracker.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Learning to Combine Ad-hoc Ranking Functions for Image Retrieval.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Combining feature selectors in a product advertisement classification system.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Self-calibrating photometric stereo.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Content-aware Ranking for visual search.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Block-based color correction algorithm for multi-view video coding.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Intrinsic Image Decomposition Using Color Invariant Edge.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

Integrating Color Constancy into Multi-view Video Coding.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

A Study of Language Model for Image Retrieval.
Proceedings of the ICDM Workshops 2009, 2009

Color Correction and Compression for Multi-view Video Using H.264 Features.
Proceedings of the Computer Vision, 2009

2008
A wavelet packet based block-partitioning image coding algorithm with rate-distortion optimization.
Sci. China Ser. F Inf. Sci., 2008

Collaborative learning for image and video annotation.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Comparison between JPEG2000 and H.264 for digital cinema.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Unbiased active learning for image retrieval.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2007
Performance Analysis and Architecture Design for Parallel EBCOT Encoder of JPEG2000.
IEEE Trans. Circuits Syst. Video Technol., 2007

2006
Fast wavelet packet basis selection for block-partitioning image coding.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Analysis and Effective Parallel Technique for Rate-Distortion Optimization in JPEG2000.
Proceedings of the International Conference on Image Processing, 2006

A Memory-Saving System Including DWT and EC for JPEG2000 Implementation.
Proceedings of the International Conference on Image Processing, 2006

Fast and Efficient Basis Selection Methods for Embedded Wavelet Packet Image Coding.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Coefficient, Pass and Code-Block Parallel Architecture for FBP Coding in JPEG2000.
Proceedings of the 13th IEEE International Conference on Electronics, 2006

Matrix Factorization for Fast DCT Algorithms.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Progressive Technique for Rate Distortion Optimization in JPEG2000.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2006, 2006

2005
Analysis and high performance parallel architecture design for EBCOT in JPEG2000.
Proceedings of the 2005 International Conference on Image Processing, 2005

An improved bit-plane and pass dual parallel architecture for coefficient bit modeling in JPEG2000.
Proceedings of the 2005 Conference on Asia South Pacific Design Automation, 2005

2004
Bit-plane and pass dual parallel architecture for coefficient bit modeling in JPEG2000.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
A Simple Zerotree Encoder Architecture based on MPEG-4 Texture Coding.
Proceedings of the Signal and Image Processing (SIP 2003), 2003

2002
A fast efficient architecture for MPEG-4 zerotree encoder.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002


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