Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Variational Model Perturbation for Source-Free Domain Adaptation.

[BibT_eX]

[DOI]

Mengmeng Jing

Xiantong Zhen

Jingjing Li

Cees Snoek

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

Pixel Exclusion: Uncertainty-aware Boundary Discovery for Active Cross-Domain Semantic Segmentation.

[BibT_eX]

[DOI]

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

Alleviating Style Sensitivity then Adapting: Source-free Domain Adaptation for Medical Image Segmentation.

[BibT_eX]

[DOI]

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

Source-Free Active Domain Adaptation via Energy-Based Locality Preserving Transfer.

[BibT_eX]

[DOI]

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

Energy-Based Domain Generalization for Face Anti-Spoofing.

[BibT_eX]

[DOI]

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

Webly Supervised Image Hashing with Lightweight Semantic Transfer Network.

[BibT_eX]

[DOI]

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

Online ECG Emotion Recognition for Unknown Subjects via Hypergraph-Based Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Cross-Domain Communications Between Agents Via Adversarial-Based Domain Adaptation in Reinforcement Learning.

[BibT_eX]

[DOI]

Lichao Meng

Jingjing Li

Ke Lu

Proceedings of the IEEE International Conference on Communications, 2022

Interpretable Open-Set Domain Adaptation via Angular Margin Separation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Communication-Efficient Federated Data Augmentation on Non-IID Data.

[BibT_eX]

[DOI]

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

Distinguishing Unseen from Seen for Generalized Zero-shot Learning.

[BibT_eX]

[DOI]

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

2021

Adaptive Partial Multi-View Hashing for Efficient Social Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

On Both Cold-Start and Long-Tail Recommendation with Social Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Adversarial Energy Disaggregation.

[BibT_eX]

[DOI]

Trans. Data Sci., 2021

Adaptive Component Embedding for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Dual-Level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Challenging tough samples in unsupervised domain adaptation.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Maximum Density Divergence for Domain Adaptation.

[BibT_eX]

[DOI]

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

Reducing bias to source samples for unsupervised domain adaptation.

[BibT_eX]

[DOI]

Neural Networks, 2021

Learning a Weighted Classifier for Conditional Domain Adaptation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Unsupervised soft-label feature selection.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Local-Global Attentive Adaptation for Object Detection.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2021

Domain Adaptive Semantic Segmentation without Source Data.

[BibT_eX]

[DOI]

CoRR, 2021

Test-time Batch Statistics Calibration for Covariate Shift.

[BibT_eX]

[DOI]

Fuming You

Jingjing Li

Zhou Zhao

CoRR, 2021

Adversarial Energy Disaggregation for Non-intrusive Load Monitoring.

[BibT_eX]

[DOI]

CoRR, 2021

Semantic Disentangling Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Domain Adaptive Semantic Segmentation without Source Data.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Disentangled Representation Learning and Enhancement Network for Single Image De-Raining.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Imbalanced Source-free Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Transferrable and Interpretable Representations for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Two-pronged Strategy: Lightweight Augmented Graph Network Hashing for Scalable Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Mitigating Generation Shifts for Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

A 40nm 1Mb 35.6 TOPS/W MLC NOR-Flash Based Computation-in-Memory Structure for Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Semantics Disentangling for Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

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

Multi-Stage Aggregated Transformer Network for Temporal Language Localization in Videos.

[BibT_eX]

[DOI]

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

Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

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

Region Semantically Aligned Network for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2021

Balanced Open Set Domain Adaptation via Centroid Alignment.

[BibT_eX]

[DOI]

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

2020

Exploring nonnegative and low-rank correlation for noise-resistant spectral clustering.

[BibT_eX]

[DOI]

World Wide Web, 2020

Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Robust Structured Graph Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Efficient Supervised Discrete Multi-View Hashing for Large-Scale Multimedia Search.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Fast Discrete Collaborative Multi-Modal Hashing for Large-Scale Multimedia Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Flexible Multi-modal Hashing for Scalable Multimedia Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2020

Deep Collaborative Multi-View Hashing for Large-Scale Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Scalable Deep Hashing for Large-Scale Social Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Discrete Optimal Graph Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Learning explicitly transferable representations for domain adaptation.

[BibT_eX]

[DOI]

Neural Networks, 2020

Joint metric and feature representation learning for unsupervised domain adaptation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Discovering attractive segments in the user-generated video streams.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

Multi-source domain adaptation with graph embedding and adaptive label prediction.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

Robust optimal graph clustering.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Unsupervised Deep Cross-modal Hashing with Virtual Label Regression.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Multi-view feature selection via Nonnegative Structured Graph Learning.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2020

Transferring Inter-Class Correlation.

[BibT_eX]

[DOI]

CoRR, 2020

Task-adaptive Asymmetric Deep Cross-modal Hashing.

[BibT_eX]

[DOI]

CoRR, 2020

CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Self-supervised adversarial learning for cross-modal retrieval.

[BibT_eX]

[DOI]

Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Multi-level expression guided attention network for referring expression comprehension.

[BibT_eX]

[DOI]

Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Semantic feature augmentation for fine-grained visual categorization with few-sample training.

[BibT_eX]

[DOI]

Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Learning Modality-Invariant Latent Representations for Generalized Zero-shot Learning.

[BibT_eX]

[DOI]

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

Incomplete Cross-modal Retrieval with Dual-Aligned Variational Autoencoders.

[BibT_eX]

[DOI]

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

Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches.

[BibT_eX]

[DOI]

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

Multi-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation.

[BibT_eX]

[DOI]

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

2019

Heterogeneous Domain Adaptation Through Progressive Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Locality Preserving Joint Transfer for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Transfer Independently Together: A Generalized Framework for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language.

[BibT_eX]

[DOI]

CoRR, 2019

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation.

[BibT_eX]

[DOI]

CoRR, 2019

Cycle-Consistent Domain Adaptive Faster RCNN.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Channel Pruning Algorithm Based on Depth-Wise Separable Convolution Unit.

[BibT_eX]

[DOI]

IEEE Access, 2019

Residual Graph Convolutional Networks for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Flexible Online Multi-modal Hashing for Large-scale Multimedia Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Alleviating Feature Confusion for Generative Zero-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Cycle-consistent Conditional Adversarial Transfer Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Agile Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Adaptive Component Embedding for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

A Domain Adaptation Approach for Multistream Classification.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Leveraging the Invariant Side of Generative Zero-Shot Learning.

[BibT_eX]

[DOI]

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

Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

From Zero-Shot Learning to Cold-Start Recommendation.

[BibT_eX]

[DOI]

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

MR-NET: Exploiting Mutual Relation for Visual Relationship Detection.

[BibT_eX]

[DOI]

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

2018

Coupled local-global adaptation for multi-source transfer learning.

[BibT_eX]

[DOI]

Jieyan Liu

Jingjing Li

Ke Lu

Neurocomputing, 2018

I read, I saw, I tell: Texts Assisted Fine-Grained Visual Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Fine-grained Image Classification by Visual-Semantic Embedding.

[BibT_eX]

[DOI]

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

Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection.

[BibT_eX]

[DOI]

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

Learning Distribution-Matched Landmarks for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Low-Rank Discriminant Embedding for Multiview Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Structured Domain Adaptation.

[BibT_eX]

[DOI]

Jingjing Li

Yue Wu

Ke Lu

IEEE Trans. Circuits Syst. Video Technol., 2017

Kernel CCA Based Transfer Learning for Software Defect Prediction.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2017

Low-Rank Representation with Graph Constraints for Robust Visual Tracking.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2017

Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Locality-Constrained Transfer Coding for Heterogeneous Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2017

2016

Multi-manifold Sparse Graph Embedding for Multi-modal Image Classification.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Joint Feature Selection and Structure Preservation for Domain Adaptation.

[BibT_eX]

[DOI]

Jingjing Li

Jidong Zhao

Ke Lu

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

2015

Robust Visual Tracking Using Sparse Discriminative Graph Embedding.

[BibT_eX]

[DOI]

Jidong Zhao

Jingjing Li

Ke Lu

IEICE Trans. Inf. Syst., 2015

Jingjing Li

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