Luowei Zhou

75 papers A* 16A 2C 1Journal 51Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
GoldiCLIP: The Goldilocks Approach for Balancing Explicit Supervision for Language-Image Pretraining.
CoRR
Deen Dayal Mohan, Hossein Souri, Vitali Petsiuk, Juhong Min, Gopal Sharma, Luowei Zhou, Suren Kumar
2025 J jnl
ADIEE: Automatic Dataset Creation and Scorer for Instruction-Guided Image Editing Evaluation.
CoRR
Sherry X. Chen, Yi Wei, Luowei Zhou, Suren Kumar
2025 J jnl
Finetuning-Free Personalization of Text to Image Generation via Hypernetworks.
CoRR
Sagar Shrestha, Gopal Sharma, Luowei Zhou, Suren Kumar
2025 A* conf
Visual Grounding with Attention-Driven Constraint Balancing.
ACM Multimedia
Weitai Kang, Luowei Zhou, Junyi Wu, Changchang Sun, Yan Yan
2024 A* conf
AssistGUI: Task-Oriented PC Graphical User Interface Automation.
CVPR
Difei Gao, Lei Ji, Zechen Bai, Mingyu Ouyang, Peiran Li, Dongxing Mao, Qinchen Wu, Weichen Zhang, Peiyi Wang, Xiangwu Guo, Hengxu Wang, Luowei Zhou, Mike Zheng Shou
2024 J jnl
Visual Grounding with Attention-Driven Constraint Balancing.
CoRR
Weitai Kang, Luowei Zhou, Junyi Wu, Changchang Sun, Yan Yan
2023 J jnl
ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation.
CoRR
Difei Gao, Lei Ji, Zechen Bai, Mingyu Ouyang, Peiran Li, Dongxing Mao, Qinchen Wu, Weichen Zhang, Peiyi Wang, Xiangwu Guo, Hengxu Wang, Luowei Zhou, Mike Zheng Shou
2023 J jnl
AssistGPT: A General Multi-modal Assistant that can Plan, Execute, Inspect, and Learn.
CoRR
Difei Gao, Lei Ji, Luowei Zhou, Kevin Qinghong Lin, Joya Chen, Zihan Fan, Mike Zheng Shou
2023 A* conf
MIST : Multi-modal Iterative Spatial-Temporal Transformer for Long-form Video Question Answering.
CVPR
Difei Gao, Luowei Zhou, Lei Ji, Linchao Zhu, Yi Yang, Mike Zheng Shou
2023 J jnl
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks.
CoRR
Weicheng Kuo, A. J. Piergiovanni, Dahun Kim, Xiyang Luo, Benjamin Caine, Wei Li, Abhijit S. Ogale, Luowei Zhou, Andrew M. Dai, Zhifeng Chen, Claire Cui, Anelia Angelova
2023 J jnl
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks.
Trans. Mach. Learn. Res.
Weicheng Kuo, A. J. Piergiovanni, Dahun Kim, Xiyang Luo, Benjamin Caine, Wei Li, Abhijit S. Ogale, Luowei Zhou, Andrew M. Dai, Zhifeng Chen, Claire Cui, Anelia Angelova
2023 J jnl
Temporally guided articulated hand pose tracking in surgical videos.
Int. J. Comput. Assist. Radiol. Surg.
Nathan Louis, Luowei Zhou, Steven J. Yule, Roger D. Dias, Milisa Manojlovich, Francis D. Pagani, Donald S. Likosky, Jason J. Corso
2022 A* conf
BEVT: BERT Pretraining of Video Transformers.
CVPR
Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan
2022 A* conf
CLIP-Event: Connecting Text and Images with Event Structures.
CVPR
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
2022 J jnl
CLIP-Event: Connecting Text and Images with Event Structures.
CoRR
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
2022 J jnl
CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks.
CoRR
Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Jianwei Yang, Xiyang Dai, Bin Xiao, Haoxuan You, Shih-Fu Chang, Lu Yuan
2022 — conf
DnA: Improving Few-Shot Transfer Learning with Low-Rank Decomposition and Alignment.
ECCV (20)
Ziyu Jiang, Tianlong Chen, Xuxi Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed Awadallah, Zhangyang Wang
2022 A* conf
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners.
NeurIPS
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
2022 J jnl
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners.
CoRR
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
2022 — conf
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training.
ECCV (27)
Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
2022 J jnl
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training.
CoRR
Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
2022 J jnl
MIST: Multi-modal Iterative Spatial-Temporal Transformer for Long-form Video Question Answering.
CoRR
Difei Gao, Luowei Zhou, Lei Ji, Linchao Zhu, Yi Yang, Mike Zheng Shou
2022 J jnl
Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks.
CoRR
Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Xiyang Dai, Bin Xiao, Jianwei Yang, Haoxuan You, Kai-Wei Chang, Shih-Fu Chang, Lu Yuan
2022 A* conf
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks.
NeurIPS
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Luowei Zhou, Yucheng Zhao, Yujia Xie, Ce Liu, Yu-Gang Jiang, Lu Yuan
2022 J jnl
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks.
CoRR
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Luowei Zhou, Yucheng Zhao, Yujia Xie, Ce Liu, Yu-Gang Jiang, Lu Yuan
2022 A* conf
RegionCLIP: Region-based Language-Image Pretraining.
CVPR
Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao
2022 J jnl
Video Mobile-Former: Video Recognition with Efficient Global Spatial-temporal Modeling.
CoRR
Rui Wang, Zuxuan Wu, Dongdong Chen, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Luowei Zhou, Lu Yuan, Yu-Gang Jiang
2022 A* conf
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning.
NeurIPS
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng
2022 J jnl
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning.
CoRR
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng
2021 J jnl
BEVT: BERT Pretraining of Video Transformers.
CoRR
Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan
2021 J jnl
CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning.
CoRR
Luowei Zhou, Jingjing Liu, Yu Cheng, Zhe Gan, Lei Zhang
2021 — conf
Cluster-Former: Clustering-based Sparse Transformer for Question Answering.
ACL/IJCNLP (Findings)
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu
2021 J jnl
Florence: A New Foundation Model for Computer Vision.
CoRR
Lu Yuan, Dongdong Chen, Yi-ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, Ce Liu, Mengchen Liu, Zicheng Liu, Yumao Lu, Yu Shi, Lijuan Wang, Jianfeng Wang, Bin Xiao, Zhen Xiao, Jianwei Yang, Michael Zeng, Luowei Zhou, Pengchuan Zhang
2021 A* conf
Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling.
CVPR
Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg, Mohit Bansal, Jingjing Liu
2021 J jnl
Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling.
CoRR
Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg, Mohit Bansal, Jingjing Liu
2021 J jnl
RegionCLIP: Region-based Language-Image Pretraining.
CoRR
Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao
2021 J jnl
Temporally Guided Articulated Hand Pose Tracking in Surgical Videos.
CoRR
Nathan Louis, Luowei Zhou, Steven J. Yule, Roger D. Dias, Milisa Manojlovich, Francis D. Pagani, Donald S. Likosky, Jason J. Corso
2021 A* conf
UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training.
CVPR
Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu
2021 J jnl
UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training.
CoRR
Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu
2021 — conf
VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation.
NeurIPS Datasets and Benchmarks
Linjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen, Rohit Pillai, Yu Cheng, Luowei Zhou, Xin Wang, William Yang Wang, Tamara L. Berg, Mohit Bansal, Jingjing Liu, Lijuan Wang, Zicheng Liu
2021 J jnl
VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation.
CoRR
Linjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen, Rohit Pillai, Yu Cheng, Luowei Zhou, Xin Eric Wang, William Yang Wang, Tamara Lee Berg, Mohit Bansal, Jingjing Liu, Lijuan Wang, Zicheng Liu
2020 J jnl
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding.
CoRR
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu
2020 A* conf
Unified Vision-Language Pre-Training for Image Captioning and VQA.
AAAI
Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao
2019 A conf
Dynamic Graph Modules for Modeling Object-Object Interactions in Activity Recognition.
BMVC
Hao Huang, Luowei Zhou, Wei Zhang, Jason J. Corso, Chenliang Xu
2019 A* conf
Grounded Video Description.
CVPR
Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach
2019 — conf
Grounded Video Description.
CVPR Workshops
Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach
2019 J jnl
Influential Factors and Correction Method of Furfural Content in Transformer Oil.
IEEE Access
Dawei Feng, Lijun Yang, Luowei Zhou, Ruijin Liao
2019 J jnl
Unified Vision-Language Pre-Training for Image Captioning and VQA.
CoRR
Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao
2018 J jnl
Dynamic Graph Modules for Modeling Higher-Order Interactions in Activity Recognition.
CoRR
Hao Huang, Luowei Zhou, Wei Zhang, Chenliang Xu
2018 A* conf
End-to-End Dense Video Captioning With Masked Transformer.
CVPR
Luowei Zhou, Yingbo Zhou, Jason J. Corso, Richard Socher, Caiming Xiong
2018 J jnl
End-to-End Dense Video Captioning with Masked Transformer.
CoRR
Luowei Zhou, Yingbo Zhou, Jason J. Corso, Richard Socher, Caiming Xiong
2018 J jnl
Grounded Video Description.
CoRR
Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach
2018 A* conf
Towards Automatic Learning of Procedures From Web Instructional Videos.
AAAI
Luowei Zhou, Chenliang Xu, Jason J. Corso
2018 A conf
Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction.
BMVC
Luowei Zhou, Nathan Louis, Jason J. Corso
2018 J jnl
Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction.
CoRR
Luowei Zhou, Nathan Louis, Jason J. Corso
2017 C conf
A method of active junction temperature control for IGBT.
IECON
Bo Wang, Luowei Zhou, Yi Zhang, Pengju Sun
2017 J jnl
Analysis and Design of a Single-Stage Isolated AC-DC LED Driver With a Voltage Doubler Rectifier.
IEEE Trans. Ind. Electron.
Quanming Luo, Jian Huang, Qingqing He, Kun Ma, Luowei Zhou
2017 J jnl
Multiagent Reinforcement Learning With Sparse Interactions by Negotiation and Knowledge Transfer.
IEEE Trans. Cybern.
Luowei Zhou, Pei Yang, Chunlin Chen, Yang Gao
2017 J jnl
Online Condition Monitoring for Both IGBT Module and DC-Link Capacitor of Power Converter Based on Short-Circuit Current Simultaneously.
IEEE Trans. Ind. Electron.
Pengju Sun, Can Gong, Xiong Du, Quanming Luo, Haibo Wang, Luowei Zhou
2017 J jnl
ProcNets: Learning to Segment Procedures in Untrimmed and Unconstrained Videos.
CoRR
Luowei Zhou, Chenliang Xu, Jason J. Corso
2017 A* conf
Watch What You Just Said: Image Captioning with Text-Conditional Attention.
ACM Multimedia (Thematic Workshops)
Luowei Zhou, Chenliang Xu, Parker A. Koch, Jason J. Corso
2016 J jnl
Image Caption Generation with Text-Conditional Semantic Attention.
CoRR
Luowei Zhou, Chenliang Xu, Parker A. Koch, Jason J. Corso
2016 J jnl
Lifetime estimation for IGBT modules in wind turbine power converter system considering ambient temperature.
Microelectron. Reliab.
Xiong Du, Jun Zhang, Gaoxian Li, Heng-Ming Tai, Pengju Sun, Luowei Zhou
2016 J jnl
Monitoring chip fatigue in an IGBT module based on grey relational analysis.
Microelectron. Reliab.
Shengqi Zhou, Luowei Zhou, Litao Yu, Sucheng Liu, Quanming Luo, Pengju Sun, Junke Wu
2015 J jnl
Control of sub-harmonic oscillation in peak current mode buck converter with dynamic resonant perturbation.
Int. J. Circuit Theory Appl.
Weiguo Lu, Fei Jing, Luowei Zhou, Herbert H. C. Iu, Tyrone Fernando
2015 J jnl
Corrigendum to "Junction temperature management of IGBT module in power electronic converters" [Microelectron. Reliab. 54 (2014) 2788-2795].
Microelectron. Reliab.
Luowei Zhou, Junke Wu, Pengju Sun, Xiong Du
2015 J jnl
Filter-based perturbation control of low-frequency oscillation in voltage-mode H-bridge DC-AC inverter.
Int. J. Circuit Theory Appl.
Weiguo Lu, Naikuan Zhao, Junke Wu, Abdelali El Aroudi, Luowei Zhou
2015 J jnl
Improvement of Stability and Power Factor in PCM Controlled Boost PFC Converter With Hybrid Dynamic Compensation.
IEEE Trans. Circuits Syst. I Regul. Pap.
Weiguo Lu, Shuang Lang, Luowei Zhou, Herbert Ho-Ching Iu, Tyrone Fernando
2015 J jnl
Modeling and analysis of magnetically coupled resonant wireless power transfer system with rectifier bridge LED load.
Int. J. Circuit Theory Appl.
Weiguo Lu, Mao Zhao, Luowei Zhou, Herbert H. C. Iu, Junkai Zhao
2015 J jnl
Multi-agent Reinforcement Learning with Sparse Interactions by Negotiation and Knowledge Transfer.
CoRR
Luowei Zhou, Pei Yang, Chunlin Chen, Yang Gao
2014 J jnl
Junction temperature management of IGBT module in power electronic converters.
Microelectron. Reliab.
Luowei Zhou, Junke Wu, Pengju Sun, Xiong Du
2013 J jnl
Investigation of gate voltage oscillations in an IGBT module after partial bond wires lift-off.
Microelectron. Reliab.
Luowei Zhou, Shengqi Zhou, Mingwei Xu
2012 J jnl
DC Link Active Power Filter for Three-Phase Diode Rectifier.
IEEE Trans. Ind. Electron.
Xiong Du, Luowei Zhou, Hao Lu, Heng-Ming Tai
2011 J jnl
Non-invasive chaos control of DC-DC converter and its optimization.
Int. J. Circuit Theory Appl.
Weiguo Lu, Luowei Zhou, Quanming Luo, Junke Wu
2009 J jnl
Double-Frequency Buck Converter.
IEEE Trans. Ind. Electron.
Xiong Du, Luowei Zhou, Heng-Ming Tai