Jun Li

Proceedings of the SIGGRAPH Asia 2024 Conference Papers, 2024

Learning Fully Parametric Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Exploring Multi-Modal Control in Music-Driven Dance Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Text2Avatar: Text to 3d Human Avatar Generation with Codebook-Driven Body Controllable Attribute.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Diff-Reg: Diffusion Model in Doubly Stochastic Matrix Space for Registration Problem.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

TP2O: Creative Text Pair-to-Object Generation Using Balance Swap-Sampling.

[BibT_eX]

[DOI]

Zedong Zhang

Proceedings of the Computer Vision - ECCV 2024, 2024

Tri-Perspective view Decomposition for Geometry-Aware Depth Completion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Driving-Video Dehazing with Non-Aligned Regularization for Safety Assistance.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

InOR-Net: Incremental 3-D Object Recognition Network for Point Cloud Representation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2023

LRPRNet: Lightweight Deep Network by Low-Rank Pointwise Residual Convolution.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., August, 2023

From Ensemble Clustering to Subspace Clustering: Cluster Structure Encoding.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., May, 2023

Quality-aware pattern diffusion for video object segmentation.

[BibT_eX]

[DOI]

Neurocomputing, April, 2023

Fast subspace clustering by learning projective block diagonal representation.

[BibT_eX]

[DOI]

Pattern Recognit., 2023

RigNet++: Efficient Repetitive Image Guided Network for Depth Completion.

[BibT_eX]

[DOI]

CoRR, 2023

AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization.

[BibT_eX]

[DOI]

CoRR, 2023

Learnable Differencing Center for Nighttime Depth Perception.

[BibT_eX]

[DOI]

CoRR, 2023

Variable Radiance Field for Real-Life Category-Specifc Reconstruction from Single Image.

[BibT_eX]

[DOI]

CoRR, 2023

Non-aligned supervision for Real Image Dehazing.

[BibT_eX]

[DOI]

CoRR, 2023

InOR-Net: Incremental 3D Object Recognition Network for Point Cloud Representation.

[BibT_eX]

[DOI]

CoRR, 2023

Effective Small Ship Detection with Enhanced-YOLOv7.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

TSSAT: Two-Stage Statistics-Aware Transformation for Artistic Style Transfer.

[BibT_eX]

[DOI]

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

An Efficient Enhanced-YOLOv5 Algorithm for Multi-scale Ship Detection.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Distortion and Uncertainty Aware Loss for Panoramic Depth Completion.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Enhanced Frequency Information for Image Dehazing.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics - 12th International Conference, 2023

Creative Birds: Self-Supervised Single-View 3D Style Transfer.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Structure Flow-Guided Network for Real Depth Super-resolution.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Recurrent Structure Attention Guidance for Depth Super-resolution.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

DesNet: Decomposed Scale-Consistent Network for Unsupervised Depth Completion.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Curriculum Temperature for Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Learnable Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Deep Learning for Fashion Style Generation.

[BibT_eX]

[DOI]

Shuhui Jiang

IEEE Trans. Neural Networks Learn. Syst., 2022

CBi-GNN: Cross-Scale Bilateral Graph Neural Network for 3D Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Self-Supervised Multi-Category Counting Networks for Automatic Check-Out.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Fast and Lightweight Network for Single Frame Structured Illumination Microscopy Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

Autoencoder-Based Latent Block-Diagonal Representation for Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Large-Scale Subspace Clustering by Independent Distributed and Parallel Coding.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Fast Multi-View Outlier Detection via Deep Encoder.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

Streaming feature selection via graph diffusion.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Learning Contrastive Embedding in Low-Dimensional Space.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

PPT: Anomaly Detection Dataset of Printed Products with Templates.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

RigNet: Repetitive Image Guided Network for Depth Completion.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Multi-modal Masked Pre-training for Monocular Panoramic Depth Completion.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Industrial Style Transfer with Large-scale Geometric Warping and Content Preservation.

[BibT_eX]

[DOI]

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

Learning Clothes-irrelevant Cues for Clothes-Changing Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Linearity-Aware Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Clustering With Outlier Removal.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Learnable low-rank latent dictionary for subspace clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Fast and Light-Weight Network for Single Frame Structured Illumination Microscopy Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2021

RigNet: Repetitive Image Guided Network for Depth Completion.

[BibT_eX]

[DOI]

CoRR, 2021

G-Net: a Recurrent Network Approach to G-Computation for Counterfactual Prediction Under a Dynamic Treatment Regime.

[BibT_eX]

[DOI]

Prithwish Chakraborty

Proceedings of the Machine Learning for Health, 2021

Large-Margin Contrastive Learning with Distance Polarization Regularizer.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Regularizing Nighttime Weirdness: Efficient Self-supervised Monocular Depth Estimation in the Dark.

[BibT_eX]

[DOI]

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

Sampling Network Guided Cross-Entropy Method for Unsupervised Point Cloud Registration.

[BibT_eX]

[DOI]

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

Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection.

[BibT_eX]

[DOI]

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

2020

Line-CNN: End-to-End Traffic Line Detection With Line Proposal Unit.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2020

Learning Semantically Enhanced Feature for Fine-Grained Image Classification.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

G-Net: A Deep Learning Approach to G-computation for Counterfactual Outcome Prediction Under Dynamic Treatment Regimes.

[BibT_eX]

[DOI]

Prithwish Chakraborty

Daby Sow

Mohamed F. Ghalwash

Li-Wei H. Lehman

CoRR, 2020

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Block Mobilenet: Align Large-Pose Faces with <1MB Model Size.

[BibT_eX]

[DOI]

Bin Sun

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Lifelong Spectral Clustering.

[BibT_eX]

[DOI]

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

Robust Low-Rank Discovery of Data-Driven Partial Differential Equations.

[BibT_eX]

[DOI]

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

2019

Deep Alignment Network Based Multi-Person Tracking With Occlusion and Motion Reasoning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Hierarchical Tracking by Reinforcement Learning-Based Searching and Coarse-to-Fine Verifying.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

LPRNet: Lightweight Deep Network by Low-rank Pointwise Residual Convolution.

[BibT_eX]

[DOI]

CoRR, 2019

Curvilinear Distance Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Adversarial Graph Embedding for Ensemble Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Cross-X Learning for Fine-Grained Visual Categorization.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Data-Adaptive Metric Learning with Scale Alignment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Convolutional Sparse Autoencoders for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Visual Representation and Classification by Learning Group Sparse Deep Stacking Network.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Improving face representation learning with center invariant loss.

[BibT_eX]

[DOI]

Image Vis. Comput., 2018

Predictive Local Smoothness for Stochastic Gradient Methods.

[BibT_eX]

[DOI]

CoRR, 2018

Adversarial Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Robust Lifelong Multi-task Multi-view Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Predictive Coding Machine for Compressed Sensing and Image Denoising.

[BibT_eX]

[DOI]

Hongfu Liu

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Sparseness Analysis in the Pretraining of Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Deeply Learned View-Invariant Features for Cross-View Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Convergence Analysis of Parallel Multi-block ADMM via Discrete-time Recurrent Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Deep Face Recognition with Center Invariant Loss.

[BibT_eX]

[DOI]

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Large-scale Subspace Clustering by Fast Regression Coding.

[BibT_eX]

[DOI]

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

Projective Low-rank Subspace Clustering via Learning Deep Encoder.

[BibT_eX]

[DOI]

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

Sparse Subspace Clustering by Learning Approximation ℓ0 Codes.

[BibT_eX]

[DOI]

Yu Kong

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Learning Fast Low-Rank Projection for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Deep Convolutional Neural Network with Independent Softmax for Large Scale Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Super Resolution of the Partial Pixelated Images With Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Object segmentation using low-rank representation with multiple block-diagonal priors.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Higher-level feature combination via multiple kernel learning for image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Learning Sparse Features in Convolutional Neural Networks for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering. Image and Video Data Engineering, 2015

Sparse Deep Stacking Network for Image Classification.

[BibT_eX]

[DOI]

Heyou Chang

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

2014

Continuous attractors of higher-order recurrent neural networks with infinite neurons.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Learning discriminative low-rank representation for image classification.

[BibT_eX]

[DOI]

Heyou Chang

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Why does the unsupervised pretraining encourage moderate-sparseness?

[BibT_eX]

[DOI]

CoRR, 2013

2012

Stability and periodicity of discrete Hopfield neural networks with column arbitrary-magnitude-dominant weight matrix.

[BibT_eX]

[DOI]

Weigen Wu

Neurocomputing, 2012

Continuous attractors of recurrent neural networks with complex-valued weights.

[BibT_eX]

[DOI]