Xinmei Tian

IEEE Trans. Multim., 2023

Domain Generalization Via Encoding and Resampling in a Unified Latent Space.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

An Active Service Recommendation Model for Multi-Source Remote Sensing Information Using Fusion of Attention and Multi-Perspective.

[BibT_eX]

[DOI]

Remote. Sens., 2023

Good Questions Help Zero-Shot Image Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

Optical Quantum Sensing for Agnostic Environments via Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Boosting Fair Classifier Generalization through Adaptive Priority Reweighing.

[BibT_eX]

[DOI]

CoRR, 2023

On Efficient Training of Large-Scale Deep Learning Models: A Literature Review.

[BibT_eX]

[DOI]

CoRR, 2023

FedFed: Feature Distillation against Data Heterogeneity in Federated Learning.

[BibT_eX]

[DOI]

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

3D Creation at Your Fingertips: From Text or Image to 3D Assets.

[BibT_eX]

[DOI]

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

Semantic-Aware Mixup for Domain Generalization.

[BibT_eX]

[DOI]

Chengchao Xu

Proceedings of the International Joint Conference on Neural Networks, 2023

Adaptive Priority Reweighing for Generalizing Fairness Improvement.

[BibT_eX]

[DOI]

Zhihao Hu

Yiran Xu

Proceedings of the International Joint Conference on Neural Networks, 2023

Structured Cooperative Learning with Graphical Model Priors.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Moderately Distributional Exploration for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Sharper Bounds for Uniformly Stable Algorithms with Stationary Mixing Process.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

CRAR: Accelerating Stereo Matching with Cascaded Residual Regression and Adaptive Refinement.

[BibT_eX]

[DOI]

Raja Muhammad Saad Bashir

ACM Trans. Multim. Comput. Commun. Appl., 2022

DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system.

[BibT_eX]

[DOI]

Ganapathy Krishnamurthi

Medical Image Anal., 2022

Towards Lightweight Black-Box Attacks against Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Toward Real-world Single Image Deraining: A New Benchmark and Beyond.

[BibT_eX]

[DOI]

CoRR, 2022

Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach.

[BibT_eX]

[DOI]

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

Towards Lightweight Black-Box Attack Against Deep Neural Networks.

[BibT_eX]

[DOI]

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

Identity-Disentangled Adversarial Augmentation for Self-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Adversarial Robustness Through the Lens of Causality.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Self-Supervision Can Be a Good Few-Shot Learner.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Meta Convolutional Neural Networks for Single Domain Generalization.

[BibT_eX]

[DOI]

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

Prompt Distribution Learning.

[BibT_eX]

[DOI]

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

Learning to Collaborate in Decentralized Learning of Personalized Models.

[BibT_eX]

[DOI]

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

2021

Learning multi-granularity features from multi-granularity regions for person re-identification.

[BibT_eX]

[DOI]

Kaiwen Yang

Jiwei Yang

Neurocomputing, 2021

A Style and Semantic Memory Mechanism for Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2021

Class-Disentanglement and Applications in Adversarial Detection and Defense.

[BibT_eX]

[DOI]

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

Transferrable Contrastive Learning for Visual Domain Adaptation.

[BibT_eX]

[DOI]

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

3D Local Convolutional Neural Networks for Gait Recognition.

[BibT_eX]

[DOI]

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

A Style and Semantic Memory Mechanism for Domain Generalization<sup>*</sup>.

[BibT_eX]

[DOI]

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

Revisiting Knowledge Distillation: An Inheritance and Exploration Framework.

[BibT_eX]

[DOI]

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

2020

Video Retrieval with Similarity-Preserving Deep Temporal Hashing.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2020

Graph Edge Convolutional Neural Networks for Skeleton-Based Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Concentrated Local Part Discovery With Fine-Grained Part Representation for Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Coarse-to-Fine Localization of Temporal Action Proposals.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

A Multi-Organ Nucleus Segmentation Challenge.

[BibT_eX]

[DOI]

Navid Alemi Koohbanani

Ekaterina Sirazitdinova

Khan M. Iftekharuddin

Kaushiki Roy

Debotosh Bhattacharjee

Aníbal Pedraza

Maria Gloria Bueno

Sabarinathan Devanathan

Saravanan Radhakrishnan

IEEE Trans. Medical Imaging, 2020

Principal Component Adversarial Example.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Accelerating Convolutional Neural Networks by Removing Interspatial and Interkernel Redundancies.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Real-World Image Denoising with Deep Boosting.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition.

[BibT_eX]

[DOI]

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

Dual-Path Distillation: A Unified Framework to Improve Black-Box Attacks.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Learning to Localize Actions from Moments.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

AF2S: An Anchor-Free Two-Stage Tracker Based on a Strong SiamFC Baseline.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

Multi-source Multi-level Attention Networks for Visual Question Answering.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2019

Eigenvector-Based Distance Metric Learning for Image Classification and Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2019

Eigenfunction-Based Multitask Learning in a Reproducing Kernel Hilbert Space.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Patch Reordering: a Novel Way to Achieve Rotation and Translation Invariance in Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

On Better Exploring and Exploiting Task Relationships in Multi-Task Learning: Joint Model and Feature Learning.

[BibT_eX]

[DOI]

CoRR, 2019

RC-CNN: Representation-Consistent Convolutional Neural Networks for Achieving Transformation Invariance.

[BibT_eX]

[DOI]

Jun Gu

Anfeng He

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Animating Your Life: Real-Time Video-to-Animation Translation.

[BibT_eX]

[DOI]

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

Mocycle-GAN: Unpaired Video-to-Video Translation.

[BibT_eX]

[DOI]

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

KCNN: Kernel-wise Quantization to Remarkably Decrease Multiplications in Convolutional Neural Network.

[BibT_eX]

[DOI]

Zhangcheng Wang

Rama Krishna Sai Subrahmanyam Gorthi

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

The Seventh Visual Object Tracking VOT2019 Challenge Results.

[BibT_eX]

[DOI]

Abdelrahman Eldesokey

Alireza Memarmoghadam

Ardhendu Shekhar Tripathi

Arnold W. M. Smeulders

Joni-Kristian Kämäräinen

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

Quantization Networks.

[BibT_eX]

[DOI]

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

Learning Spatio-Temporal Representation With Local and Global Diffusion.

[BibT_eX]

[DOI]

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

Gaussian Temporal Awareness Networks for Action Localization.

[BibT_eX]

[DOI]

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

Compact Feature Learning for Multi-Domain Image Classification.

[BibT_eX]

[DOI]

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

Camera Lens Super-Resolution.

[BibT_eX]

[DOI]

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

Exploring Object Relation in Mean Teacher for Cross-Domain Detection.

[BibT_eX]

[DOI]

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

2018

Continuous Dropout.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

On Better Exploring and Exploiting Task Relationships in Multitask Learning: Joint Model and Feature Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Multigranular Event Recognition of Personal Photo Albums.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

PageSense: Toward Stylewise Contextual Advertising via Visual Analysis of Web Pages.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Data mining in human activity analysis.

[BibT_eX]

[DOI]

Weifeng Liu

Fionn Murtagh

Signal Process., 2018

Joints kinetic and relational features for action recognition.

[BibT_eX]

[DOI]

Jiayi Fan

Signal Process., 2018

Domain Generalization via Conditional Invariant Representation.

[BibT_eX]

[DOI]

CoRR, 2018

Relative Aesthetic Quality Ranking.

[BibT_eX]

[DOI]

Gorthi R. K. Sai Subrahmanyam

Yujiao Long

Hao Lv

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Deep Domain Adaptation Hashing with Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Partially Annotated Gastric Pathological Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Local Convolutional Neural Networks for Person Re-Identification.

[BibT_eX]

[DOI]

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

Greedy Layer-Wise Training of Long Short Term Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

Deep Domain Generalization via Conditional Invariant Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

The Sixth Visual Object Tracking VOT2018 Challenge Results.

[BibT_eX]

[DOI]

Abdelrahman Eldesokey

Gustavo Fernández

Álvaro García-Martín

Álvaro Iglesias-Arias

A. Aydin Alatan

Abel González-García

Alfredo Petrosino

Alireza Memarmoghadam

Andrea Vedaldi

Andrej Muhic

Anfeng He

Arnold W. M. Smeulders

Guilherme Sousa Bastos

Haibin Ling

Hamed Kiani Galoogahi

Jorge Rodríguez Herranz

Mario Edoardo Maresca

Martin Danelljan

Ming-Hsuan Yang

Mohamed H. Abdelpakey

Pablo Vicente-Moñivar

Rama Krishna Sai Subrahmanyam Gorthi

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Towards a Better Match in Siamese Network Based Visual Object Tracker.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Deep Boosting for Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

A Twofold Siamese Network for Real-Time Object Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Sequence-to-Sequence Learning via Shared Latent Representation.

[BibT_eX]

[DOI]

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

Domain Generalization via Conditional Invariant Representations.

[BibT_eX]

[DOI]

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

2017

Classification and Representation Joint Learning via Deep Networks.

[BibT_eX]

[DOI]

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

Layer-Wise Training to Create Efficient Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Semi-supervised Coefficient-Based Distance Metric Learning.

[BibT_eX]

[DOI]

Zhangcheng Wang

Ya Li

Proceedings of the Neural Information Processing - 24th International Conference, 2017

A Small Scale Multi-Column Network for Aesthetic Classification Based on Multiple Attributes.

[BibT_eX]

[DOI]

Chaoqun Wan

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Image search re-ranking with an improved VisualRank algorithm and multi-layer DCNN features.

[BibT_eX]

[DOI]

Ai Wei

Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

UDNet: Up-Down Network for Compact and Efficient Feature Representation in Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Patch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks.

[BibT_eX]

[DOI]

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

2016

Monet: A System for Reliving Your Memories by Theme-Based Photo Storytelling.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

Multi-modal and multi-scale photo collection summarization.

[BibT_eX]

[DOI]

Xu Shen

Multim. Tools Appl., 2016

Flickr group recommendation using rich social media information.

[BibT_eX]

[DOI]

Bei Li

Neurocomputing, 2016

Multi-organ plant identification with multi-column deep convolutional neural networks.

[BibT_eX]

[DOI]

Anfeng He

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Learning Relative Aesthetic Quality with a Pairwise Approach.

[BibT_eX]

[DOI]

Hao Lv

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Visual Re-ranking Through Greedy Selection and Rank Fusion.

[BibT_eX]

[DOI]

Bin Lin

Ai Wei

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Transform-Invariant Convolutional Neural Networks for Image Classification and Search.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Action recognition with novel high-level pose features.

[BibT_eX]

[DOI]

Jiayi Fan

Zheng-Jun Zha

Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Regularized Large Margin Distance Metric Learning.

[BibT_eX]

[DOI]

Ya Li

Dacheng Tao

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Query Difficulty Estimation for Image Search With Query Reconstruction Error.

[BibT_eX]

[DOI]

Qianghuai Jia

IEEE Trans. Multim., 2015

Query-Dependent Aesthetic Model With Deep Learning for Photo Quality Assessment.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Image Search Reranking With Hierarchical Topic Awareness.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Exploration of Image Search Results Quality Assessment.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2015

Query difficulty estimation via relevance prediction for image retrieval.

[BibT_eX]

[DOI]

Qianghuai Jia

Signal Process., 2015

Multi-task proximal support vector machine.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Multi-level photo quality assessment with multi-view features.

[BibT_eX]

[DOI]

Zhe Dong

Neurocomputing, 2015

Query-Adaptive Image Search Re-ranking Using Deep Convolutional Neural Network Feature.

[BibT_eX]

[DOI]

Bin Lin

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Event recognition in personal photo collections using hierarchical model and multiple features.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Photo Quality Assessment with DCNN that Understands Image Well.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Multi-Task Model and Feature Joint Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

On the selection of trending image from the web.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

2014

Flickr group recommendation using content interest and social information.

[BibT_eX]

[DOI]

Proceedings of the Proceedings IEEE International Conference on Security, 2014

Effective and efficient photo quality assessment.

[BibT_eX]

[DOI]

Zhe Dong

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Click-through-based Subspace Learning for Image Search.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Query difficulty estimation via pseudo relevance feedback for image search.

[BibT_eX]

[DOI]

Qianghuai Jia

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

User specific friend recommendation in social media community.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

2013

Discriminative codebook learning for Web image search.

[BibT_eX]

[DOI]

Yijuan Lu

Signal Process., 2013

Semantic-Spatial Matching for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Learning image saliency from human touch behaviors.

[BibT_eX]

[DOI]

Shaomin Fang

Yijuan Lu

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

2012

Sparse transfer learning for interactive video search reranking.

[BibT_eX]

[DOI]

Dacheng Tao

Yong Rui

ACM Trans. Multim. Comput. Commun. Appl., 2012

Correction to "Bayesian Visual Reranking".

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Query Difficulty Prediction for Web Image Search.

[BibT_eX]

[DOI]

Yijuan Lu

Linjun Yang

IEEE Trans. Multim., 2012

2011

Bayesian Visual Reranking.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2011

Visual Reranking: From Objectives to Strategies.

[BibT_eX]

[DOI]

Dacheng Tao

IEEE Multim., 2011

Real-Time Video Copy-Location Detection in Large-Scale Repositories.

[BibT_eX]

[DOI]

IEEE Multim., 2011

Learning to judge image search results.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

2010

Active Reranking for Web Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Visual Reranking with Local Learning Consistency.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2010

Constrained Metric Learning Via Distance Gap Maximization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Query aware visual similarity propagation for image search reranking.

[BibT_eX]

[DOI]

Li Wang

Linjun Yang