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XLearning Group's Projects

2014-pr-lccr icon 2014-pr-lccr

Learning Locality-Constrained Collaborative Representation for Robust Face Recognition, Pattern Recognition 2014.

2015-aaai-trr icon 2015-aaai-trr

Robust Subspace Clustering via Thresholding Ridge Regression, AAAI15

2015-kbs-lrrspm icon 2015-kbs-lrrspm

Fast Low-rank Representation based Spatial Pyramid Matching for Image Classification, KBS2015

2016-tnnls-boe icon 2016-tnnls-boe

Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors, IEEE Trans Neural Networks and Learning Systems 2016

2016-tnnls-srsc icon 2016-tnnls-srsc

A Unified Framework for Representation-based Subspace Clustering of Out-of-sample and Large-scale Data, IEEE Trans Neural Networks and Learning Systems 2016

2017-tcyb-l2graph icon 2017-tcyb-l2graph

Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering, IEEE Trans Cybernetics 2017

2017-tcyb-pce icon 2017-tcyb-pce

Automatic Subspace Learning via Principal Coefficients Embedding, IEEE Trans Cybernetics 2017

2018-aaai-sc2net icon 2018-aaai-sc2net

SC2Net: Sparse LSTMs for Sparse Coding, the 32th AAAI Conference on Artificial Intelligence (AAAI'18)

2019-iccv-rmsl icon 2019-iccv-rmsl

This is the CODE of Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering

2019-icml-comic icon 2019-icml-comic

COMIC: Multi-view Clustering Without Parameter Selection, International Conference on Machine Learning (ICML’19)

2019-tifs-anomalynet icon 2019-tifs-anomalynet

AnomalyNet: An Anomaly Detection Network for Video Surveillance, IEEE Trans Information Forensics and Security 2019

2019-tnnls-dcrf3 icon 2019-tnnls-dcrf3

RoSeq: Robust Sequence Labeling, IEEE Trans Neural Networks and Learning Systems 2019

2019-tpami-datnet icon 2019-tpami-datnet

Dual Adversarial Transfer for Sequence Labeling, IEEE Trans Pattern Analysis and Machine Intelligence 2019

2020-tip-zid icon 2020-tip-zid

Pytorch implementation of Zero-Shot Image Dehazing (ZID) (TIP 2020)

2021-aaai-cc icon 2021-aaai-cc

Code for the paper "Contrastive Clustering" (AAAI 2021)

2021-cvpr-completer icon 2021-cvpr-completer

PyTorch implementation for COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction (CVPR 2021)

2021-cvpr-mrl icon 2021-cvpr-mrl

Learning Cross-modal Retrieval with Noisy Labels (CVPR 2021, PyTorch Code)

2021-cvpr-mvcln icon 2021-cvpr-mvcln

PyTorch implementation for Partially View-aligned Representation Learning with Noise-robust Contrastive Loss (CVPR 2021)

2021-ijcv-yoly icon 2021-ijcv-yoly

PyTorch implementation for You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network (YOLY) (IJCV 2021)

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