Lixin Duan

IEEE Trans. Circuits Syst. Video Technol., August, 2024

Feature Re-Representation and Reliable Pseudo Label Retraining for Cross-Domain Semantic Segmentation.

[BibT_eX]

[DOI]

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

Deep graph tensor learning for temporal link prediction.

[BibT_eX]

[DOI]

Inf. Sci., March, 2024

Cross-Domain Detection Transformer Based on Spatial-Aware and Semantic-Aware Token Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Adjusting Catalytic Activity of β-Amyrin Synthase GgBAS by Utilizing the Plasticity Residues of an Active Site.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2024

Beyond Viewpoint: Robust 3D Object Recognition under Arbitrary Views through Joint Multi-Part Representation.

[BibT_eX]

[DOI]

CoRR, 2024

Simultaneous Detection and Interaction Reasoning for Object-Centric Action Recognition.

[BibT_eX]

[DOI]

CoRR, 2024

Tuning-Free Adaptive Style Incorporation for Structure-Consistent Text-Driven Style Transfer.

[BibT_eX]

[DOI]

CoRR, 2024

SSR: SAM is a Strong Regularizer for domain adaptive semantic segmentation.

[BibT_eX]

[DOI]

CoRR, 2024

Cache-Driven Spatial Test-Time Adaptation for Cross-Modality Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Diffusion-Enhanced Transformation Consistency Learning for Retinal Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Learning Semantic Latent Directions for Accurate and Controllable Human Motion Prediction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Powerful and Flexible: Personalized Text-to-Image Generation via Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning.

[BibT_eX]

[DOI]

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

2023

Noisy Label Learning With Provable Consistency for a Wider Family of Losses.

[BibT_eX]

[DOI]

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

Learning cross-domain semantic-visual relationships for transductive zero-shot learning.

[BibT_eX]

[DOI]

Pattern Recognit., September, 2023

MetaCAR: Cross-Domain Meta-Augmentation for Content-Aware Recommendation.

[BibT_eX]

[DOI]

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

Open Set Domain Adaptation With Soft Unknown-Class Rejection.

[BibT_eX]

[DOI]

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

Deep Cross-Attention Network for Crowdfunding Success Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

HFGD: High-level Feature Guided Decoder for Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

MoVAE: A Variational AutoEncoder for Molecular Graph Generation.

[BibT_eX]

[DOI]

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Multi-modal Instance Refinement for Cross-Domain Action Recognition.

[BibT_eX]

[DOI]

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

Unsupervised Domain Adaptation for Optical Flow Estimation.

[BibT_eX]

[DOI]

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

Learning Motion Refinement for Unsupervised Face Animation.

[BibT_eX]

[DOI]

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

Double-Fine-Tuning Multi-Objective Vision-and-Language Transformer for Social Media Popularity Prediction.

[BibT_eX]

[DOI]

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

Learning continuous piecewise non-linear activation functions for deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Multi-View Token Clustering and Fusion for 3D Object Recognition and Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Minimizing Maximum Model Discrepancy for Transferable Black-box Targeted Attacks.

[BibT_eX]

[DOI]

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

Harmonious Teacher for Cross-Domain Object Detection.

[BibT_eX]

[DOI]

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

2022

Domain Adversarial Reinforcement Learning for Partial Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

TwinNet: Twin Structured Knowledge Transfer Network for Weakly Supervised Action Localization.

[BibT_eX]

[DOI]

Int. J. Autom. Comput., 2022

Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters.

[BibT_eX]

[DOI]

CoRR, 2022

Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle.

[BibT_eX]

[DOI]

CoRR, 2022

Cross-domain Detection Transformer based on Spatial-aware and Semantic-aware Token Alignment.

[BibT_eX]

[DOI]

CoRR, 2022

Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Motion and Appearance Adaptation for Cross-domain Motion Transfer.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Motion Transformer for Unsupervised Image Animation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Learning Pixel-Level Distinctions for Video Highlight Detection.

[BibT_eX]

[DOI]

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

Structure-Aware Motion Transfer with Deformable Anchor Model.

[BibT_eX]

[DOI]

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

Undoing the Damage of Label Shift for Cross-domain Semantic Segmentation.

[BibT_eX]

[DOI]

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

Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

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

2021

Adversarial Multimodal Network for Movie Story Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Sequential Instance Refinement for Cross-Domain Object Detection in Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Weakly-Supervised Cross-Domain Road Scene Segmentation via Multi-Level Curriculum Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks.

[BibT_eX]

[DOI]

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

Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report.

[BibT_eX]

[DOI]

CoRR, 2021

STST: Spatial-Temporal Specialized Transformer for Skeleton-based Action Recognition.

[BibT_eX]

[DOI]

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

Move As You Like: Image Animation in E-Commerce Scenario.

[BibT_eX]

[DOI]

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

Counterfactual Debiasing Inference for Compositional Action Recognition.

[BibT_eX]

[DOI]

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

Multi-Scale Enhanced Active Learning for Skeleton-Based Action Recognition.

[BibT_eX]

[DOI]

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

BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-domain Semantic Segmentation.

[BibT_eX]

[DOI]

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

Progressive Modality Reinforcement for Human Multimodal Emotion Recognition From Unaligned Multimodal Sequences.

[BibT_eX]

[DOI]

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

Unbiased Mean Teacher for Cross-Domain Object Detection.

[BibT_eX]

[DOI]

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

2020

Reconstruction Regularized Deep Metric Learning for Multi-Label Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

JointRCNN: A Region-Based Convolutional Neural Network for Optic Disc and Cup Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2020

Collaborative Generative Hashing for Marketing and Fast Cold-Start Recommendation.

[BibT_eX]

[DOI]

Yan Zhang

IEEE Intell. Syst., 2020

Region Comparison Network for Interpretable Few-shot Image Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Deeply Aligned Adaptation for Cross-domain Object Detection.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Cross-domain Semantic-Visual Relation for Transductive Zero-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Temporal Action Proposal Generation via Multi-Task Feature Learning.

[BibT_eX]

[DOI]

Handong Ma

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Dynamic and Static Context-Aware LSTM for Multi-agent Motion Prediction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Relative Position and Map Networks in Few-shot Learning for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Multiview Multitask Gaze Estimation With Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Exploiting Images for Video Recognition: Heterogeneous Feature Augmentation via Symmetric Adversarial Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

TarGAN: Generating target data with class labels for unsupervised domain adaptation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Known-class Aware Self-ensemble for Open Set Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2019

MiniMax Entropy Network: Learning Category-Invariant Features for Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2019

An experimental study on breast lesion detection and classification from ultrasound images using deep learning architectures.

[BibT_eX]

[DOI]

BMC Medical Imaging, 2019

Constructing Self-Motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach.

[BibT_eX]

[DOI]

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

Learning Transferable Self-Attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision.

[BibT_eX]

[DOI]

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

2018

Large-Scale Left and Right Eye Classification in Retinal Images.

[BibT_eX]

[DOI]

Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Ocular disease detection from multiple informatics domains.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks.

[BibT_eX]

[DOI]

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

Optic Disc and Cup Segmentation with Blood Vessel Removal from Fundus Images for Glaucoma Detection.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Domain Adaptive Semantic Segmentation Through Structure Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Action and Event Recognition in Videos by Learning From Heterogeneous Web Sources.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2017

Breast Tumor Detection in Ultrasound Images Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

Learning User Dependencies for Recommendation.

[BibT_eX]

[DOI]

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

2016

DEFEATnet - A Deep Conventional Image Representation for Image Classification.

[BibT_eX]

[DOI]

Shenghua Gao

IEEE Trans. Circuits Syst. Video Technol., 2016

Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering.

[BibT_eX]

[DOI]

CoRR, 2016

Semantic Reconstruction-Based Nuclear Cataract Grading from Slit-Lamp Lens Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-Rank Tensor Recovery.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Webly-Supervised Video Recognition by Mutually Voting for Relevant Web Images and Web Video Frames.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Red lesion detection in retinal fundus images using Frangi-based filters.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Hybrid constraint SVR for facial age estimation.

[BibT_eX]

[DOI]

Signal Process., 2014

Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

A survey on computer aided diagnosis for ocular diseases.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2014

Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Local patch reconstruction framework for optic cup localization in glaucoma detection.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Speckle reduction in optical coherence tomography by matrix completion using bilateral random projection.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Action Recognition Using Multilevel Features and Latent Structural SVM.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2013

Event Recognition in Videos by Learning from Heterogeneous Web Sources.

[BibT_eX]

[DOI]

Lin Chen

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

2012

Transfer learning for visual recognition and text categorization

[BibT_eX]

[DOI]

PhD thesis, 2012

Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization Approach.

[BibT_eX]

[DOI]

Ivor Wai-Hung Tsang

IEEE Trans. Neural Networks Learn. Syst., 2012

Visual Event Recognition in Videos by Learning from Web Data.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Domain Transfer Multiple Kernel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Learning with Augmented Features for Heterogeneous Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Machine Learning, 2012

Co-labeling: A New Multi-view Learning Approach for Ambiguous Problems.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Batch mode Adaptive Multiple Instance Learning for computer vision tasks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach.

[BibT_eX]

[DOI]