Zechao Li

According to our database1, Zechao Li authored at least 161 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Self-Paced Relational Contrastive Hashing for Large-Scale Image Retrieval.
IEEE Trans. Multim., 2024

Spatial Structure Constraints for Weakly Supervised Semantic Segmentation.
IEEE Trans. Image Process., 2024

Spatial Structure Constraints for Weakly Supervised Semantic Segmentation.
CoRR, 2024

2023
Visual Anomaly Detection via Partition Memory Bank Module and Error Estimation.
IEEE Trans. Circuits Syst. Video Technol., August, 2023

Who is partner: A new perspective on data association of multi-object tracking.
Image Vis. Comput., August, 2023

Neulft: A Novel Approach to Nonlinear Canonical Polyadic Decomposition on High-Dimensional Incomplete Tensors.
IEEE Trans. Knowl. Data Eng., June, 2023

Probabilistic Regularized Extreme Learning for Robust Modeling of Traffic Flow Forecasting.
IEEE Trans. Neural Networks Learn. Syst., April, 2023

Deep Semantic Multimodal Hashing Network for Scalable Image-Text and Video-Text Retrievals.
IEEE Trans. Neural Networks Learn. Syst., April, 2023

Entity-Enhanced Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Tube-Embedded Transformer for Pixel Prediction.
IEEE Trans. Multim., 2023

3D3M: 3D Modulated Morphable Model for Monocular Face Reconstruction.
IEEE Trans. Multim., 2023

Context Disentangling and Prototype Inheriting for Robust Visual Grounding.
CoRR, 2023

What Large Language Models Bring to Text-rich VQA?
CoRR, 2023

Learning Contrastive Self-Distillation for Ultra-Fine-Grained Visual Categorization Targeting Limited Samples.
CoRR, 2023

Delving into Multimodal Prompting for Fine-grained Visual Classification.
CoRR, 2023

DiffusionVMR: Diffusion Model for Video Moment Retrieval.
CoRR, 2023

M<sup>3</sup>Net: Multi-view Encoding, Matching, and Fusion for Few-shot Fine-grained Action Recognition.
CoRR, 2023

Training-Free Instance Segmentation from Semantic Image Segmentation Masks.
CoRR, 2023

The 3rd Anti-UAV Workshop & Challenge: Methods and Results.
CoRR, 2023

Exploring Effective Factors for Improving Visual In-Context Learning.
CoRR, 2023

Robust Spectral Embedding Completion Based Incomplete Multi-view Clustering.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

M3Net: Multi-view Encoding, Matching, and Fusion for Few-shot Fine-grained Action Recognition.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022
Causal Inference with Knowledge Distilling and Curriculum Learning for Unbiased VQA.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Global-Guided Selective Context Network for Scene Parsing.
IEEE Trans. Neural Networks Learn. Syst., 2022

Learning Robust Discriminant Subspace Based on Joint L₂, ₚ- and L₂, ₛ-Norm Distance Metrics.
IEEE Trans. Neural Networks Learn. Syst., 2022

Sub-Region Localized Hashing for Fine-Grained Image Retrieval.
IEEE Trans. Image Process., 2022

MMatch: Semi-Supervised Discriminative Representation Learning for Multi-View Classification.
IEEE Trans. Circuits Syst. Video Technol., 2022

Learning attention-guided pyramidal features for few-shot fine-grained recognition.
Pattern Recognit., 2022

CTNet: Context-Based Tandem Network for Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Asymmetric Distillation Post-Segmentation Method for Image Anomaly Detection.
CoRR, 2022

Self-Supervised Guided Segmentation Framework for Unsupervised Anomaly Detection.
CoRR, 2022

Intelligent media computing technology and application for media convergence.
CAAI Trans. Intell. Technol., 2022

Bag of Tricks for "Vision Meet Alage" Object Detection Challenge.
Proceedings of the 6th International Conference on Universal Village, 2022

Deep Learning Based Algae Detection Method.
Proceedings of the 6th International Conference on Universal Village, 2022

Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Time and Memory Efficient Large-Scale Canonical Correlation Analysis in Fourier Domain.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Cross-modal Token Selection for Video Understanding.
Proceedings of the HCMA@MM 2022: Proceedings of the 3rd International Workshop on Human-Centric Multimedia Analysis, 2022

NTIRE 2022 Challenge on Learning the Super-Resolution Space.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022


2021
Label Distribution Learning with Label Correlations on Local Samples.
IEEE Trans. Knowl. Data Eng., 2021

RED-Nets: Redistribution Networks for Multi-View Classification.
Inf. Fusion, 2021

SSA: Semantic Structure Aware Inference for Weakly Pixel-Wise Dense Predictions without Cost.
CoRR, 2021

CTNet: Context-based Tandem Network for Semantic Segmentation.
CoRR, 2021

Semi-supervised local feature selection for data classification.
Sci. China Inf. Sci., 2021

Extracting Useful Knowledge from Noisy Web Images via Data Purification for Fine-Grained Recognition.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020
Task-Oriented Network for Image Dehazing.
IEEE Trans. Image Process., 2020

Discriminative supplementary representation learning for novel-category classification.
Neurocomputing, 2020

Weakly-supervised Semantic Guided Hashing for Social Image Retrieval.
Int. J. Comput. Vis., 2020

Data-driven Meta-set Based Fine-Grained Visual Classification.
CoRR, 2020

Distilling knowledge in causal inference for unbiased visual question answering.
Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Online Video Object Detection via Local and Mid-Range Feature Propagation.
Proceedings of the HuMA'20: Proceedings of the 1st International Workshop on Human-centric Multimedia Analysis, 2020

Data-driven Meta-set Based Fine-Grained Visual Recognition.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

BlockMix: Meta Regularization and Self-Calibrated Inference for Metric-Based Meta-Learning.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

NuI-Go: Recursive Non-Local Encoder-Decoder Network for Retinal Image Non-Uniform Illumination Removal.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Weakly-Supervised Image Hashing through Masked Visual-Semantic Graph-based Reasoning.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

How to Learn Item Representation for Cold-Start Multimedia Recommendation?
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Face Super-Resolution Guided by 3D Facial Priors.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Show, Reward, and Tell: Adversarial Visual Story Generation.
ACM Trans. Multim. Comput. Commun. Appl., 2019

Nonpeaked Discriminant Analysis for Data Representation.
IEEE Trans. Neural Networks Learn. Syst., 2019

Deep Semantic-Preserving Ordinal Hashing for Cross-Modal Similarity Search.
IEEE Trans. Neural Networks Learn. Syst., 2019

Deep Ordinal Hashing With Spatial Attention.
IEEE Trans. Image Process., 2019

Social Anchor-Unit Graph Regularized Tensor Completion for Large-Scale Image Retagging.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Deep Collaborative Embedding for Social Image Understanding.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Deep networks with non-static activation function.
Multim. Tools Appl., 2019

Multimedia retrieval by deep hashing with multilevel similarity learning.
J. Vis. Commun. Image Represent., 2019

Deep Semantic Multimodal Hashing Network for Scalable Multimedia Retrieval.
CoRR, 2019

Cauchy Matrix Factorization for Tag-Based Social Image Retrieval.
IEEE Access, 2019

Attention-Aware Feature Pyramid Ordinal Hashing for Image Retrieval.
Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Label distribution learning with label-specific features.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Few-Shot Image Recognition With Knowledge Transfer.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Facial Emotion Distribution Learning by Exploiting Low-Rank Label Correlations Locally.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

RGBD Based Gaze Estimation via Multi-Task CNN.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
L1-Norm Distance Minimization-Based Fast Robust Twin Support Vector k-Plane Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2018

Discriminative Deep Quantization Hashing for Face Image Retrieval.
IEEE Trans. Neural Networks Learn. Syst., 2018

Robust Structured Nonnegative Matrix Factorization for Image Representation.
IEEE Trans. Neural Networks Learn. Syst., 2018

Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification.
IEEE Trans. Multim., 2018

Weakly Supervised Multimodal Hashing for Scalable Social Image Retrieval.
IEEE Trans. Circuits Syst. Video Technol., 2018

Image Classification With Tailored Fine-Grained Dictionaries.
IEEE Trans. Circuits Syst. Video Technol., 2018

Supervised deep hashing for scalable face image retrieval.
Pattern Recognit., 2018

Personalized Age Progression with Bi-Level Aging Dictionary Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Video summarization via exploring the global and local importance.
Multim. Tools Appl., 2018

Tracking the evolution of overlapping communities in dynamic social networks.
Knowl. Based Syst., 2018

Visual understanding by mining social media: recent advances and challenges.
Frontiers Comput. Sci., 2018

Learning-Based Multimedia Analyses and Applications.
Adv. Multim., 2018

Matrix Entropy Driven Maximum Margin Feature Learning.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Participation-Contributed Temporal Dynamic Model for Group Activity Recognition.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Deep hashing with multilevel similarity learning for multimedia similarity search.
Proceedings of the 10th International Conference on Internet Multimedia Computing and Service, 2018

Learning Dual Convolutional Neural Networks for Low-Level Vision.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Single Image Dehazing via Conditional Generative Adversarial Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Unsupervised Video Summarization Based on Consistent Clip Generation.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Show, Reward and Tell: Automatic Generation of Narrative Paragraph From Photo Stream by Adversarial Training.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Weakly Supervised Deep Matrix Factorization for Social Image Understanding.
IEEE Trans. Image Process., 2017

Tri-Clustered Tensor Completion for Social-Aware Image Tag Refinement.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Multimedia news QA: Extraction and visualization integration with multiple-source information.
Image Vis. Comput., 2017

Hybrid CSA optimization with seasonal RVR in traffic flow forecasting.
KSII Trans. Internet Inf. Syst., 2017

KNN-based Image Annotation by Collectively Mining Visual and Semantic Similarities.
KSII Trans. Internet Inf. Syst., 2017

Learning discriminative supplementary features to attributes for novel-category classification.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

A Fast and General Method for Partial Face Recognition.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Wheel: Accelerating CNNs with Distributed GPUs via Hybrid Parallelism and Alternate Strategy.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Discriminative Deep Hashing for Scalable Face Image Retrieval.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-part boosting LSTMS for skeleton based human activity analysis.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

Bidirectional Multimodal Recurrent Neural Networks with Refined Visual Features for Image Captioning.
Proceedings of the Internet Multimedia Computing and Service, 2017

Image Retrieval Based on Optimized Visual Dictionary and Adaptive Soft Assignment.
Proceedings of the Internet Multimedia Computing and Service, 2017

CAD: Scale Invariant Framework for Real-Time Object Detection.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Hardware-Efficient Guided Image Filtering for Multi-label Problem.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Unsupervised Video Summaries Using Multiple Features and Image Quality.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

Weakly-Supervised Deep Nonnegative Low-Rank Model for Social Image Tag Refinement and Assignment.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Understanding-Oriented Multimedia Content Analysis
Springer Theses, Springer, ISBN: 978-981-10-3688-0, 2017

2016
Generalized Deep Transfer Networks for Knowledge Propagation in Heterogeneous Domains.
ACM Trans. Multim. Comput. Commun. Appl., 2016

Domain-Sensitive Recommendation with User-Item Subgroup Analysis.
IEEE Trans. Knowl. Data Eng., 2016

Multimedia News Summarization in Search.
ACM Trans. Intell. Syst. Technol., 2016

Overlapping community detection based on node location analysis.
Knowl. Based Syst., 2016

Age progression: Current technologies and applications.
Neurocomputing, 2016

Projective nonnegative matrix factorization for social image retrieval.
Neurocomputing, 2016

Object co-segmentation via salient and common regions discovery.
Neurocomputing, 2016

2015
Partially Shared Latent Factor Learning With Multiview Data.
IEEE Trans. Neural Networks Learn. Syst., 2015

RGB-D Object Recognition via Incorporating Latent Data Structure and Prior Knowledge.
IEEE Trans. Multim., 2015

Weakly Supervised Deep Metric Learning for Community-Contributed Image Retrieval.
IEEE Trans. Multim., 2015

Neighborhood Discriminant Hashing for Large-Scale Image Retrieval.
IEEE Trans. Image Process., 2015

Unsupervised Feature Selection via Nonnegative Spectral Analysis and Redundancy Control.
IEEE Trans. Image Process., 2015

Robust Structured Subspace Learning for Data Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Boosted MIML method for weakly-supervised image semantic segmentation.
Multim. Tools Appl., 2015

Tag ranking based on salient region graph propagation.
Multim. Syst., 2015

Deep kinship verification.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Deep Matrix Factorization for social image tag refinement and assignment.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Partially Common-Semantic Pursuit for RGB-D Object Recognition.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Semantic-aware Hashing for Social Image Retrieval.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Face Clustering in Videos with Proportion Prior.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Understanding-oriented visual representation learning.
Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

2014
Personalized Geo-Specific Tag Recommendation for Photos on Social Websites.
IEEE Trans. Multim., 2014

Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection.
IEEE Trans. Knowl. Data Eng., 2014

Semi-supervised Unified Latent Factor learning with multi-view data.
Mach. Vis. Appl., 2014

Sparse semantic metric learning for image retrieval.
Multim. Syst., 2014

Projective Matrix Factorization with unified embedding for social image tagging.
Comput. Vis. Image Underst., 2014

Hand-Crafted Features or Machine Learnt Features? Together They Improve RGB-D Object Recognition.
Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014

Image Representation Learning by Deep Appearance and Spatial Coding.
Proceedings of the Computer Vision - ACCV 2014, 2014

Learning Low-Rank Representations with Classwise Block-Diagonal Structure for Robust Face Recognition.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Enhancing news organization for convenient retrieval and browsing.
ACM Trans. Multim. Comput. Commun. Appl., 2013

MLRank: Multi-correlation Learning to Rank for image annotation.
Pattern Recognit., 2013

Correlation consistency constrained probabilistic matrix factorization for social tag refinement.
Neurocomputing, 2013

Nonlinear matrix factorization with unified embedding for social tag relevance learning.
Neurocomputing, 2013

Structure preserving non-negative matrix factorization for dimensionality reduction.
Comput. Vis. Image Underst., 2013

TCRec: product recommendation via exploiting social-trust network and product category information.
Proceedings of the 22nd International World Wide Web Conference, 2013

Object co-segmentation via discriminative low rank matrix recovery.
Proceedings of the ACM Multimedia Conference, 2013

Weakly-Supervised Dual Clustering for Image Semantic Segmentation.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Social tag alignment with image regions by sparse reconstructions.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Low rank metric learning for social image retrieval.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Collaborative PLSA for multi-view clustering.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Noisy Tag Alignment with Image Regions.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Learning Semantic Motion Patterns for Dynamic Scenes by Improved Sparse Topical Coding.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Chat with illustration: a chat system with visual aids.
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012

Co-regularized PLSA for Multi-view Clustering.
Proceedings of the Computer Vision, 2012

Efficient Clothing Retrieval with Semantic-Preserving Visual Phrases.
Proceedings of the Computer Vision, 2012

Unsupervised Feature Selection Using Nonnegative Spectral Analysis.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Correlation Mining for Web News Information Retrieval.
Proceedings of the Computational Social Networks, 2012

2011
Correlated PLSA for Image Clustering.
Proceedings of the Advances in Multimedia Modeling, 2011

News contextualization with geographic and visual information.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

2010
Image annotation using multi-correlation probabilistic matrix factorization.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Sparse constraint nearest neighbour selection in cross-media retrieval.
Proceedings of the International Conference on Image Processing, 2010

Multi-modal multi-correlation person-centric news retrieval.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010


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