Xi Peng

Int. J. Comput. Vis., July, 2024

Semantic Invariant Multi-View Clustering With Fully Incomplete Information.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

Augmented Sparse Representation for Incomplete Multiview Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., March, 2024

Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Spectral Embedding Fusion for Incomplete Multiview Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration.

[BibT_eX]

[DOI]

CoRR, 2024

Self-Supervised Conditional Distribution Learning on Graphs.

[BibT_eX]

[DOI]

CoRR, 2024

Out-Of-Distribution Detection with Diversification (Provably).

[BibT_eX]

[DOI]

CoRR, 2024

Hierarchical Sparse Representation Clustering for High-Dimensional Data Streams.

[BibT_eX]

[DOI]

CoRR, 2024

A Survey on Deep Clustering: From the Prior Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

Multimodal Fusion on Low-quality Data: A Comprehensive Survey.

[BibT_eX]

[DOI]

CoRR, 2024

Robust Contrastive Cross-modal Hashing with Noisy Labels.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Robust Variational Contrastive Learning for Partially View-unaligned Clustering.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Test-Time Degradation Adaptation for Open-Set Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Image Clustering with External Guidance.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

An Empirical Study of Parameter Efficient Fine-tuning on Vision-Language Pre-train Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Test-time Adaptation against Multi-modal Reliability Bias.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Multi-granularity Correspondence Learning from Long-term Noisy Videos.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Noisy-Correspondence Learning for Text-to-Image Person Re-Identification.

[BibT_eX]

[DOI]

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

Decoupled Contrastive Multi-View Clustering with High-Order Random Walks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Low-Rank Tensor Learning for Incomplete Multiview Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., November, 2023

Cross-Modal Retrieval With Partially Mismatched Pairs.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Dual Contrastive Prediction for Incomplete Multi-View Representation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Unsupervised Contrastive Cross-Modal Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Multiview Clustering by Consensus Spectral Rotation Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Robust Multi-View Clustering With Incomplete Information.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Exploiting Diffusion Priors for All-in-One Image Restoration.

[BibT_eX]

[DOI]

CoRR, 2023

Cross-View Graph Consistency Learning for Invariant Graph Representations.

[BibT_eX]

[DOI]

CoRR, 2023

Cross-modal Active Complementary Learning with Self-refining Correspondence.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ROAD: Robust Unsupervised Domain Adaptation with Noisy Labels.

[BibT_eX]

[DOI]

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

Incomplete Multi-view Clustering via Prototype-based Imputation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Provable Dynamic Fusion for Low-Quality Multimodal Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

dugMatting: Decomposed-Uncertainty-Guided Matting.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Deep Multiview Clustering by Contrasting Cluster Assignments.

[BibT_eX]

[DOI]

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

Graph Matching with Bi-level Noisy Correspondence.

[BibT_eX]

[DOI]

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

Comprehensive and Delicate: An Efficient Transformer for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Rethinking Image Super Resolution from Long-Tailed Distribution Learning Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

RONO: Robust Discriminative Learning with Noisy Labels for 2D-3D Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Robust Domain Adaptation for Machine Reading Comprehension.

[BibT_eX]

[DOI]

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

2022

Deep Multimodal Transfer Learning for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Unsupervised Neural Rendering for Image Hazing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Memory-Assistant Collaborative Language Understanding for Artificial Intelligence of Things.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

Deep Semisupervised Multiview Learning With Increasing Views.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Locality-Aware Crowd Counting.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

XAI Beyond Classification: Interpretable Neural Clustering.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2022

Twin Contrastive Learning for Online Clustering.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2022

Relationship Quantification of Image Degradations.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Fair Clustering via Maximizing and Minimizing Mutual Information.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-Scale Adaptive Network for Single Image Denoising.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-Scale Adaptive Network for Single Image Denoising.

[BibT_eX]

[DOI]

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

Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Improve Interpretability of Neural Networks via Sparse Contrastive Coding.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification.

[BibT_eX]

[DOI]

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

All-In-One Image Restoration for Unknown Corruption.

[BibT_eX]

[DOI]

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

2021

Deep Spectral Representation Learning From Multi-View Data.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Single-Image Dehazing via Compositional Adversarial Network.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Joint Versus Independent Multiview Hashing for Cross-View Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Hierarchical Regulated Iterative Network for Joint Task of Music Detection and Music Relative Loudness Estimation.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Structured graph learning for clustering and semi-supervised classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Cross-modal discriminant adversarial network.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Dual Adversarial Transfer for Sequence Labeling.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

Unsupervised Neural Rendering for Image Hazing.

[BibT_eX]

[DOI]

CoRR, 2021

Learning with Noisy Correspondence for Cross-modal Matching.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Cross-View Equivariant Auto-Encoder.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss.

[BibT_eX]

[DOI]

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

Learning Cross-Modal Retrieval With Noisy Labels.

[BibT_eX]

[DOI]

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

COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction.

[BibT_eX]

[DOI]

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

Contrastive Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

RoSeq: Robust Sequence Labeling.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Deep Clustering With Sample-Assignment Invariance Prior.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Deep Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Zero-Shot Image Dehazing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Dual Shared-Specific Multiview Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Attention-Driven Loss for Anomaly Detection in Video Surveillance.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Multimodal image-to-image translation between domains with high internal variability.

[BibT_eX]

[DOI]

Soft Comput., 2020

Partition level multiview subspace clustering.

[BibT_eX]

[DOI]

Neural Networks, 2020

A Dynamic Parameter Enhanced Network for distant supervised relation extraction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Heterogeneous Representation Learning: A Review.

[BibT_eX]

[DOI]

Joey Tianyi Zhou

Yew-Soon Ong

CoRR, 2020

Partially View-aligned Clustering.

[BibT_eX]

[DOI]

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

CLEARER: Multi-Scale Neural Architecture Search for Image Restoration.

[BibT_eX]

[DOI]

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

Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition.

[BibT_eX]

[DOI]

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

2019

Learning With Annotation of Various Degrees.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

AnomalyNet: An Anomaly Detection Network for Video Surveillance.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2019

Multiple Marginal Fisher Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2019

DNNRE: A Dynamic Neural Network for Distant Supervised Relation Extraction.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-view Spectral Clustering Network.

[BibT_eX]

[DOI]

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

COMIC: Multi-view Clustering Without Parameter Selection.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering.

[BibT_eX]

[DOI]

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

Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms.

[BibT_eX]

[DOI]

Canyi Lu

Yunchao Wei

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

Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective.

[BibT_eX]

[DOI]

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

2018

Transfer Hashing: From Shallow to Deep.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Structured AutoEncoders for Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Orthogonal Principal Coefficients Embedding for Unsupervised Subspace Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2018

k-meansNet: When k-means Meets Differentiable Programming.

[BibT_eX]

[DOI]

Joey Tianyi Zhou

Hongyuan Zhu

CoRR, 2018

DehazeGAN: When Image Dehazing Meets Differential Programming.

[BibT_eX]

[DOI]

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

SC2Net: Sparse LSTMs for Sparse Coding.

[BibT_eX]

[DOI]

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

2017

Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Automatic Subspace Learning via Principal Coefficients Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Regularization techniques for high-dimensional data analysis.

[BibT_eX]

[DOI]

Image Vis. Comput., 2017

Deep Sparse Subspace Clustering.

[BibT_eX]

[DOI]

CoRR, 2017

Cascade Subspace Clustering.

[BibT_eX]

[DOI]

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

2016

A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Semi-supervised subspace learning with L2graph.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Deep Subspace Clustering with Sparsity Prior.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015

Fast low rank representation based spatial pyramid matching for image classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Connections Between Nuclear Norm and Frobenius Norm Based Representation.

[BibT_eX]

[DOI]

CoRR, 2015

Applying low rank representation based spatial pyramid matching in welding image classification.

[BibT_eX]

[DOI]

Aditya Narayanamoorthy

Huajin Tang

Proceedings of the 7th International Conference on Cybernetics and Intelligent Systems, 2015

Robust Subspace Clustering via Thresholding Ridge Regression.

[BibT_eX]

[DOI]

Huajin Tang

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

2014

Learning locality-constrained collaborative representation for robust face recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Principal Coefficients Embedding: Theory and Algorithm.

[BibT_eX]

[DOI]

Huajin Tang

CoRR, 2014

2013

Local Neighborhood Embedding for Unsupervised Nonlinear Dimension Reduction.

[BibT_eX]

[DOI]

Liangli Zhen

Dezhong Peng

J. Softw., 2013

Free-gram phrase identification for modeling Chinese text.

[BibT_eX]

[DOI]

Inf. Process. Lett., 2013

Locally linear representation for subspace learning and clustering

[BibT_eX]

[DOI]

CoRR, 2013

Inductive Sparse Subspace Clustering

[BibT_eX]

[DOI]

CoRR, 2013

An Out-of-sample Extension of Sparse Subspace Clustering and Low Rank Representation for Clustering Large Scale Data Sets.

[BibT_eX]

[DOI]

CoRR, 2013

Scalable Sparse Subspace Clustering.

[BibT_eX]

[DOI]

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

2012

Learning Locality-Constrained Collaborative Representation for Face Recognition

[BibT_eX]

[DOI]

CoRR, 2012

Constructing L2-Graph For Subspace Learning and Segmentation

[BibT_eX]

[DOI]