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2024

Editorial: Learning With Fewer Labels in Computer VisionLi Liu 0002, Timothy M. Hospedales, Yann LeCun, Mingsheng Long, Jiebo Luo, Wanli Ouyang, Matti Pietikäinen, Tinne Tuytelaars. pami, 46(3):1319-1326, March 2024. [doi]

A Closer Look at the Reflection Formulation in Single Image Reflection RemovalZhikai Chen, Fuchen Long, Zhaofan Qiu, Juyong Zhang, Zheng-Jun Zha, Ting Yao, Jiebo Luo. TIP, 33:625-638, 2024. [doi]

VideoXum: Cross-Modal Visual and Textural Summarization of VideosJingyang Lin, Hang Hua, Ming Chen, Yikang Li 0001, Jenhao Hsiao, Chiuman Ho, Jiebo Luo. tmm, 26:5548-5560, 2024. [doi]

TLDW: Extreme Multimodal Summarization of News VideosPeggy Tang, Kun Hu, Lei Zhang 0001, Jiebo Luo, Zhiyong Wang 0001. tcsv, 34(3):1469-1480, March 2024. [doi]

Prototype-Augmented Self-Supervised Generative Network for Generalized Zero-Shot LearningJiamin Wu, Tianzhu Zhang, Zheng-Jun Zha, Jiebo Luo, Yongdong Zhang 0001, Feng Wu 0001. TIP, 33:1938-1951, 2024. [doi]

Dynamic Pathway for Query-Aware Feature Learning in Language-Driven Action LocalizationShuo Yang, Xinxiao Wu, Zirui Shang, Jiebo Luo. tmm, 26:7451-7461, 2024. [doi]

SurgicalSAM: Efficient Class Promptable Surgical Instrument SegmentationWenxi Yue, Jing Zhang, Kun Hu, Yong Xia 0001, Jiebo Luo, Zhiyong Wang 0001. AAAI 2024: 6890-6898 [doi]

Recent advances in artificial intelligence generated contentJunping Zhang, Lingyun Sun, Cong Jin, Junbin Gao, Xiaobing Li, Jiebo Luo, Zhigeng Pan, Ying Tang, Jingdong Wang. jzusc, 25(1):1-5, January 2024. [doi]

2023

A Multilayer Framework for Online Metric LearningWenbin Li 0006, Yanfang Liu, Jing Huo, Yinghuan Shi, Yang Gao 0001, Lei Wang 0001, Jiebo Luo. tnn, 34(10):6701-6713, October 2023. [doi]

LibFewShot: A Comprehensive Library for Few-Shot LearningWenbin Li 0006, Ziyi Wang, Xuesong Yang, Chuanqi Dong, Pinzhuo Tian, Tiexin Qin, Jing Huo, Yinghuan Shi, Lei Wang 0001, Yang Gao 0001, Jiebo Luo. pami, 45(12):14938-14955, December 2023. [doi]

Defensive Few-Shot LearningWenbin Li 0006, Lei Wang 0001, Xingxing Zhang, Lei Qi 0001, Jing Huo, Yang Gao 0001, Jiebo Luo. pami, 45(5):5649-5667, May 2023. [doi]

Jurassic World Remake: Bringing Ancient Fossils Back to Life via Zero-Shot Long Image-to-Image TranslationAlexander Martin 0006, Haitian Zheng, Jie An 0002, Jiebo Luo. mm 2023: 9320-9328 [doi]

Meta-Causal Learning for Single Domain GeneralizationJin Chen 0009, Zhi Gao, Xinxiao Wu, Jiebo Luo. cvpr 2023: 7683-7692 [doi]

Unsupervised anomaly detection by densely contrastive learning for time series dataWei Zhu 0015, Weijian Li, E. Ray Dorsey, Jiebo Luo. NN, 168:450-458, November 2023. [doi]

SegPrompt: Using Segmentation Map as a Better Prompt to Finetune Deep Models for Kidney Stone ClassificationWei Zhu 0015, Runtao Zhou, Yuan Yao, Timothy Douglas Campbell, Rajat Kumar Jain, Jiebo Luo. midl 2023: 1680-1690 [doi]

SMP Challenge: An Overview and Analysis of Social Media Prediction ChallengeBo Wu 0018, Peiye Liu, Wen-Huang Cheng, Bei Liu 0001, Zhaoyang Zeng, Jia Wang, Qiushi Huang, Jiebo Luo. mm 2023: 9651-9655 [doi]

Is Bigger Always Better? An Empirical Study on Efficient Architectures for Style Transfer and BeyondJie An, Tao Li 0040, Hao-Zhi Huang 0001, Jinwen Ma, Jiebo Luo. wacv 2023: 4073-4083 [doi]

Event-Guided Person Re-Identification via Sparse-Dense Complementary LearningChengzhi Cao, Xueyang Fu, Hongjian Liu, Yukun Huang, Kunyu Wang, Jiebo Luo, Zheng-Jun Zha. cvpr 2023: 17990-17999 [doi]

AnchorFormer: Point Cloud Completion from Discriminative NodesZhikai Chen, Fuchen Long, Zhaofan Qiu, Ting Yao, Wengang Zhou, Jiebo Luo, Tao Mei 0001. cvpr 2023: 13581-13590 [doi]

How Art-like are AI-generated Images? An Exploratory StudyJunyu Chen, Jie An 0002, Hanjia Lyu, Jiebo Luo. mcge 2023: 19-22 [doi]

sDREAMER: Self-distilled Mixture-of-Modality-Experts Transformer for Automatic Sleep StagingJingyuan Chen, Yuan Yao, Mie Anderson, Natalie Hauglund, Celia Kjaerby, Verena Untiet, Maiken Nedergaard, Jiebo Luo. icdh 2023: 131-142 [doi]

Adaptive Siamese Tracking With a Compact Latent NetworkXingping Dong, Jianbing Shen, Fatih Porikli, Jiebo Luo, Ling Shao 0001. pami, 45(7):8049-8062, July 2023. [doi]

Occluded Visible-Infrared Person Re-IdentificationYujian Feng, Yimu Ji, Fei Wu 0004, Guangwei Gao, Yang Gao 0001, Tianliang Liu, Shangdong Liu, Xiao-Yuan Jing, Jiebo Luo. tmm, 25:1401-1413, 2023. [doi]

FeDXL: Provable Federated Learning for Deep X-Risk OptimizationZhishuai Guo, Rong Jin 0001, Jiebo Luo, Tianbao Yang. icml 2023: 11934-11966 [doi]

PromptCap: Prompt-Guided Image Captioning for VQA with GPT-3Yushi Hu, Hang Hua, Zhengyuan Yang, Weijia Shi, Noah A. Smith, Jiebo Luo. iccv 2023: 2951-2963 [doi]

Domain-Scalable Unpaired Image Translation via Latent Space AnchoringSiyu Huang, Jie An 0002, Donglai Wei 0001, Zudi Lin, Jiebo Luo, Hanspeter Pfister. pami, 45(10):11707-11719, October 2023. [doi]

QuantArt: Quantizing Image Style Transfer Towards High Visual FidelitySiyu Huang, Jie An 0002, Donglai Wei 0001, Jiebo Luo, Hanspeter Pfister. cvpr 2023: 5947-5956 [doi]

Wyze Rule: Federated Rule Dataset for Rule Recommendation BenchmarkingMohammad Mahdi Kamani, Yuhang Yao, Hanjia Lyu, Zhongwei Cheng, Lin Chen, Liangju Li, Carlee Joe-Wong, Jiebo Luo. nips 2023: [doi]

Dismantling Hate: Understanding Hate Speech Trends Against NBA AthletesEdinam Kofi Klutse, Samuel Nuamah-Amoabeng, Hanjia Lyu, Jiebo Luo. sbp-brims 2023: 74-84 [doi]

Remote Medication Status Prediction for Individuals with Parkinson's Disease using Time-series Data from SmartphonesWeijian Li, Wei Zhu 0015, E. Ray Dorsey, Jiebo Luo. icdh 2023: 57-64 [doi]

Predicting Adverse Neonatal Outcomes for Preterm Neonates with Multi-Task LearningJingyang Lin, Junyu Chen, Hanjia Lyu, Igor Khodak, Divya Chhabra, Colby L. Day Richardson, Irina Prelipcean, Andrew M. Dylag, Jiebo Luo. icdh 2023: 263-265 [doi]

Introduction to the Special Issue on Trustworthy Multimedia Computing and Applications in Urban ScenesWu Liu, Hailin Shi, Yunchao Wei, Dan Zeng 0001, Nicu Sebe, Jiebo Luo. tomccap, 19(6), November 2023. [doi]

Bi-calibration Networks for Weakly-Supervised Video Representation LearningFuchen Long, Ting Yao, Zhaofan Qiu, Xinmei Tian 0001, Jiebo Luo, Tao Mei 0001. ijcv, 131(7):1704-1721, July 2023. [doi]

EditorialJiebo Luo. tmm, 25:1058-1059, 2023. [doi]

Understanding Public Opinion Toward the #StopAsianHate Movement and the Relation With Racially Motivated Hate Crimes in the USHanjia Lyu, Yangxin Fan, Ziyu Xiong, Mayya Komisarchik, Jiebo Luo. tcss, 10(1):335-346, February 2023. [doi]

Applying Machine Learning to Predict Esophageal Cancer Recurrence after EsophagectomyHanjia Lyu, Kevin Kapcio, Kyle Purrman, Christian Peyre, Carolyn Jones, Michal Lada, Jiebo Luo. icdh 2023: 258-262 [doi]

Understanding Divergent Framing of the Supreme Court Controversies: Social Media vs. News OutletsJinsheng Pan, Zichen Wang, Weihong Qi, Hanjia Lyu, Jiebo Luo. bigdataconf 2023: 5880-5887 [doi]

Investigating the Effectiveness of Deep Learning and CFA Interpolation Based Classifiers on Identifying AIGCMichael Reidy, Henry Mallon, Jiebo Luo. bigdataconf 2023: 5897-5903 [doi]

User-Controllable Recommendation via Counterfactual Retrospective and Prospective ExplanationsJuntao Tan, Yingqiang Ge, Yan Zhu, Yinglong Xia, Jiebo Luo, Jianchao Ji, Yongfeng Zhang. ecai 2023: 2307-2314 [doi]

TopicCAT: Unsupervised Topic-Guided Co-Attention Transformer for Extreme Multimodal SummarisationPeggy Tang, Kun Hu, Lei Zhang, Junbin Gao, Jiebo Luo, Zhiyong Wang. mm 2023: 6643-6652 [doi]

Semantic and Relation Modulation for Audio-Visual Event LocalizationHao Wang, Zheng-Jun Zha, Liang Li 0003, Xuejin Chen, Jiebo Luo. pami, 45(6):7711-7725, June 2023. [doi]

Spatial-Aware Token for Weakly Supervised Object LocalizationPingyu Wu, Wei Zhai, Yang Cao, Jiebo Luo, Zheng-Jun Zha. iccv 2023: 1844-1854 [doi]

Open Set Domain Adaptation With Soft Unknown-Class RejectionYiming Xu, Lin Chen, Lixin Duan, Ivor W. Tsang, Jiebo Luo. tnn, 34(3):1601-1612, March 2023. [doi]

CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language AlignmentHongwei Xue, Yuchong Sun, Bei Liu 0001, Jianlong Fu, Ruihua Song, Houqiang Li, Jiebo Luo. iclr 2023: [doi]

Stare at What You See: Masked Image Modeling without ReconstructionHongwei Xue, Peng Gao, Hongyang Li 0001, Yu Qiao, Hao Sun, Houqiang Li, Jiebo Luo. cvpr 2023: 22732-22741 [doi]

Grounding 3D Object Affordance from 2D Interactions in ImagesYuhang Yang, Wei Zhai, Hongchen Luo, Yang Cao, Jiebo Luo, Zheng-Jun Zha. iccv 2023: 10871-10881 [doi]

Multi-modal graph contrastive encoding for neural machine translationYongjing Yin, Jiali Zeng, Jinsong Su, Chulun Zhou, Fandong Meng, Jie Zhou 0016, Degen Huang, Jiebo Luo. ai, 323:103986, October 2023. [doi]

Cascade Multi-Level Transformer Network for Surgical Workflow AnalysisWenxi Yue, Hongen Liao, Yong Xia 0001, Vincent Lam, Jiebo Luo, Zhiyong Wang 0001. tmi, 42(10):2817-2831, October 2023. [doi]

Infant death prediction using machine learning: A population-based retrospective studyZhihong Zhang, Qinqin Xiao, Jiebo Luo. cbm, 165:107423, October 2023. [doi]

Point Cloud Denoising Via Momentum Ascent in Gradient FieldsYaping Zhao, Haitian Zheng, Zhongrui Wang, Jiebo Luo, Edmund Y. Lam. icip 2023: 161-165 [doi]

Improving Video Colorization by Test-Time TuningYaping Zhao, Haitian Zheng, Jiebo Luo, Edmund Y. Lam. icip 2023: 166-170 [doi]

Semantic Layout Manipulation With High-Resolution Sparse AttentionHaitian Zheng, Zhe Lin 0001, Jingwan Lu, Scott Cohen, Jianming Zhang 0001, Ning Xu, Jiebo Luo. pami, 45(3):3768-3782, March 2023. [doi]

A Fine-Grained Analysis of Public Opinion toward Chinese Technology Companies on RedditEnting Zhou, Yurong Liu, Hanjia Lyu, Jiebo Luo. bigdataconf 2023: 5951-5959 [doi]

Few-Shot Partial Multi-View LearningYuan Zhou, Yanrong Guo, Shijie Hao, Richang Hong, Jiebo Luo. pami, 45(10):11824-11841, October 2023. [doi]

MobileVidFactory: Automatic Diffusion-Based Social Media Video Generation for Mobile Devices from TextJunchen Zhu, Huan Yang 0005, Wenjing Wang 0001, Huiguo He, Zixi Tuo, Yongsheng Yu, Wen-Huang Cheng, Lianli Gao, Jingkuan Song, Jianlong Fu, Jiebo Luo. mm 2023: 9371-9373 [doi]

2022

Guest Editorial Introduction to the Special Section on Video and LanguageTao Mei 0001, Jason J. Corso, Gunhee Kim, Jiebo Luo, Chunhua Shen, Hanwang Zhang. tcsv, 32(1):1-4, 2022. [doi]

When Few-Shot Learning Meets Video Object DetectionZhongjie Yu 0003, Gaoang Wang, Lin Chen, Sebastian Raschka, Jiebo Luo. icpr 2022: 2986-2992 [doi]

Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental LearningKai Zhu 0004, Wei Zhai, Yang Cao 0010, Jiebo Luo, Zhengjun Zha. cvpr 2022: 9286-9295 [doi]

SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Color EditingJing Shi 0005, Ning Xu, Haitian Zheng, Alex Smith, Jiebo Luo, Chenliang Xu. cvpr 2022: 19698-19707 [doi]

Unsupervised Low-light Image Enhancement with Decoupled NetworksWei Xiong 0008, Ding Liu, Xiaohui Shen, Chen Fang, Jiebo Luo. icpr 2022: 457-463 [doi]

Federated learning of molecular properties with graph neural networks in a heterogeneous settingWei Zhu 0015, Jiebo Luo, Andrew D. White. patterns, 3(6):100521, 2022. [doi]

Localized Adversarial Domain GeneralizationWei Zhu 0015, Le Lu 0001, Jing Xiao 0006, Mei Han, Jiebo Luo, Adam P. Harrison. cvpr 2022: 7098-7108 [doi]

Deep Federated Anomaly Detection for Multivariate Time Series DataWei Zhu 0015, Dongjin Song, Yuncong Chen, Wei Cheng 0002, Bo Zong, Takehiko Mizoguchi, Cristian Lumezanu, Haifeng Chen, Jiebo Luo. bigdataconf 2022: 1-10 [doi]

Federated Medical Image Analysis with Virtual Sample SynthesisWei Zhu 0015, Jiebo Luo. miccai 2022: 728-738 [doi]

Learning to Aggregate and Refine Noisy Labels for Visual Sentiment AnalysisWei Zhu 0015, Zihe Zheng, Haitian Zheng, Hanjia Lyu, Jiebo Luo. icpr 2022: 571-577 [doi]

Doctors vs. Nurses: Understanding the Great Divide in Vaccine Hesitancy among Healthcare WorkersSajid Hussain Rafi Ahamed, Shahid Shakil, Hanjia Lyu, Xinping Zhang, Jiebo Luo. bigdataconf 2022: 5865-5870 [doi]

Automatic Relation-aware Graph Network ProliferationShaofei Cai, Liang Li, Xinzhe Han, Jiebo Luo, Zheng-Jun Zha, Qingming Huang. cvpr 2022: 10853-10863 [doi]

Anatomy-Aware 3D Human Pose Estimation With Bone-Based Pose DecompositionTianlang Chen, Chen Fang, Xiaohui Shen, Yiheng Zhu, Zhili Chen, Jiebo Luo. tcsv, 32(1):198-209, 2022. [doi]

Object Detection in Aerial Images: A Large-Scale Benchmark and ChallengesJian Ding, Nan Xue 0001, Gui-Song Xia, Xiang Bai, Wen Yang 0001, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang. pami, 44(11):7778-7796, 2022. [doi]

Explainable Fairness in RecommendationYingqiang Ge, Juntao Tan, Yan Zhu, Yinglong Xia, Jiebo Luo, Shuchang Liu 0001, Zuohui Fu, Shijie Geng, Zelong Li, Yongfeng Zhang. sigir 2022: 681-691 [doi]

CAST: Learning Both Geometric and Texture Style Transfers for Effective Caricature GenerationJing Huo, Xiangde Liu, Wenbin Li 0006, Yang Gao 0001, Hujun Yin, Jiebo Luo. TIP, 31:3347-3358, 2022. [doi]

Taking sides: Public Opinion over the Israel-Palestine Conflict in 2021Arsal Imtiaz, Danish Khan, Hanjia Lyu, Jiebo Luo. icwsm 2022: [doi]

RawlsGCN: Towards Rawlsian Difference Principle on Graph Convolutional NetworkJian Kang, Yan Zhu, Yinglong Xia, Jiebo Luo, Hanghang Tong. WWW 2022: 1214-1225 [doi]

Stand-Alone Inter-Frame Attention in Video ModelsFuchen Long, Zhaofan Qiu, Yingwei Pan, Ting Yao, Jiebo Luo, Tao Mei 0001. cvpr 2022: 3182-3191 [doi]

Zero-Shot Video Object Segmentation With Co-Attention Siamese NetworksXiankai Lu, Wenguan Wang, Jianbing Shen, David J. Crandall, Jiebo Luo. pami, 44(4):2228-2242, 2022. [doi]

Understanding Political Polarization via Jointly Modeling Users, Connections and Multimodal Contents on Heterogeneous GraphsHanjia Lyu, Jiebo Luo. mm 2022: 4072-4082 [doi]

Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised MethodsGuo-Jun Qi, Jiebo Luo. pami, 44(4):2168-2187, 2022. [doi]

Look behind the Censorship: Reposting-User Characterization and Muted-Topic RestorationYichi Qian, Qiyi Shan, Hanjia Lyu, Jiebo Luo. icwsm 2022: [doi]

Exploiting Informative Video Segments for Temporal Action LocalizationChe Sun, Hao Song, Xinxiao Wu, Yunde Jia, Jiebo Luo. tmm, 24:274-287, 2022. [doi]

Facial Attribute Transformers for Precise and Robust Makeup TransferZhaoyi Wan, Haoran Chen, Jie An, Wentao Jiang, Cong Yao, Jiebo Luo. wacv 2022: 3113-3122 [doi]

Cloud2Sketch: Augmenting Clouds with Imaginary SketchesZhaoyi Wan, Dejia Xu, Zhangyang Wang, Jian Wang, Jiebo Luo. mm 2022: 2441-2451 [doi]

How COVID-19 Has Changed Crowdfunding: Evidence From GoFundMeJunda Wang, Jiebo Luo, Xupin Zhang. fcomp, 4:893338, 2022. [doi]

iFiG: Individually Fair Multi-view Graph ClusteringYian Wang, Jian Kang, Yinglong Xia, Jiebo Luo, Hanghang Tong. bigdataconf 2022: 329-338 [doi]

Learning Cooperative Neural Modules for Stylized Image CaptioningXinxiao Wu, Wentian Zhao, Jiebo Luo. ijcv, 130(9):2305-2320, 2022. [doi]

Cross-modal Contrastive Distillation for Instructional Activity AnticipationZhengyuan Yang, Jingen Liu, Jing Huang, Xiaodong He, Tao Mei 0001, Chenliang Xu, Jiebo Luo. icpr 2022: 5002-5009 [doi]

Distribution-Aware Margin Calibration for Semantic Segmentation in ImagesLitao Yu, Zhibin Li, Min Xu, Yongsheng Gao 0001, Jiebo Luo, Jian Zhang 0002. ijcv, 130(1):95-110, 2022. [doi]

Multi-Scale 2D Temporal Adjacency Networks for Moment Localization With Natural LanguageSongyang Zhang, Houwen Peng, Jianlong Fu, Yijuan Lu, Jiebo Luo. pami, 44(12):9073-9087, 2022. [doi]

Learning a Grammar Inducer from Massive Uncurated Instructional VideosSongyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu 0005, Dong Yu, Jiebo Luo. emnlp 2022: 233-247 [doi]

How to Prepare for the Next Pandemic - Investigation of Correlation Between Food Prices and COVID-19 From Global and Local PerspectivesYufei Zhao, Chao Huang, Jiebo Luo. bigdataconf 2022: 6135-6144 [doi]

Manet: Improving Video Denoising with a Multi-Alignment NetworkYaping Zhao, Haitian Zheng, Zhongrui Wang, Jiebo Luo, Edmund Y. Lam. icip 2022: 2036-2040 [doi]

Image Inpainting with Cascaded Modulation GAN and Object-Aware TrainingHaitian Zheng, Zhe Lin 0001, Jingwan Lu, Scott Cohen, Eli Shechtman, Connelly Barnes, Jianming Zhang 0001, Ning Xu, Sohrab Amirghodsi, Jiebo Luo. eccv 2022: 277-296 [doi]

2021

EnAET: A Self-Trained Framework for Semi-Supervised and Supervised Learning With Ensemble TransformationsXiao Wang 0013, Daisuke Kihara, Jiebo Luo, Guo-Jun Qi. TIP, 30:1639-1647, 2021. [doi]

Unsupervised text-to-image synthesisYanlong Dong, Ying Zhang, Lin Ma, Zhi Wang, Jiebo Luo. PR, 110:107573, 2021. [doi]

Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image TranslationJianxin Lin, Zhibo Chen 0001, Yingce Xia, Sen Liu, Tao Qin, Jiebo Luo. pami, 43(4):1254-1266, 2021. [doi]

Spatial-Temporal Relation Reasoning for Action Prediction in VideosXinxiao Wu, Ruiqi Wang, Jingyi Hou, Hanxi Lin, Jiebo Luo. ijcv, 129(5):1484-1505, 2021. [doi]

Grounding-Tracking-IntegrationZhengyuan Yang, Tushar Kumar, Tianlang Chen, Jingsong Su, Jiebo Luo. tcsv, 31(9):3433-3443, 2021. [doi]

What Contributes to a Crowdfunding Campaign's Success? Evidence and Analyses from GoFundMe DataXupin Zhang, Hanjia Lyu, Jiebo Luo. socomp, 2(2):183-192, 2021. [doi]

Pose Flow Learning From Person Images for Pose Guided SynthesisHaitian Zheng, Lele Chen, Chenliang Xu, Jiebo Luo. TIP, 30:1898-1909, 2021. [doi]

Temperature network for few-shot learning with distribution-aware large-margin metricWei Zhu, Wenbin Li 0006, Haofu Liao, Jiebo Luo. PR, 112:107797, 2021. [doi]

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