Luowei Zhou

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 65

Top Topics

Language Learners

Knowledge Transfer

Articulated Hand

Top Venues

Microelectron. Reliab.

Int. J. Circuit Theory Appl.

Publications

Weitai Kang, Luowei Zhou, Junyi Wu, Changchang Sun, Yan Yan
Visual Grounding with Attention-Driven Constraint Balancing. CoRR (2024)
Difei Gao, Lei Ji, Luowei Zhou, Kevin Qinghong Lin, Joya Chen, Zihan Fan, Mike Zheng Shou
AssistGPT: A General Multi-modal Assistant that can Plan, Execute, Inspect, and Learn. CoRR (2023)
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
ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation. CoRR (2023)
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
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks. Trans. Mach. Learn. Res. 2023 (2023)
Weicheng Kuo, AJ Piergiovanni, Dahun Kim, Xiyang Luo, Benjamin Caine, Wei Li, Abhijit S. Ogale, Luowei Zhou, Andrew M. Dai, Zhifeng Chen, Claire Cui, Anelia Angelova
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks. CoRR (2023)
Nathan Louis, Luowei Zhou, Steven J. Yule, Roger D. Dias, Milisa Manojlovich, Francis D. Pagani, Donald S. Likosky, Jason J. Corso
Temporally guided articulated hand pose tracking in surgical videos. Int. J. Comput. Assist. Radiol. Surg. 18 (1) (2023)
Difei Gao, Luowei Zhou, Lei Ji, Linchao Zhu, Yi Yang, Mike Zheng Shou
MIST : Multi-modal Iterative Spatial-Temporal Transformer for Long-form Video Question Answering. CVPR (2023)
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning. CoRR (2022)
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
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners. CoRR (2022)
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning. NeurIPS (2022)
Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao
RegionCLIP: Region-based Language-Image Pretraining. CVPR (2022)
Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training. ECCV (27) (2022)
Ziyu Jiang, Tianlong Chen, Xuxi Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed Hassan Awadallah, Zhangyang Wang
DnA: Improving Few-Shot Transfer Learning with Low-Rank Decomposition and Alignment. ECCV (20) (2022)
Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Jianwei Yang, Xiyang Dai, Bin Xiao, Haoxuan You, Shih-Fu Chang, Lu Yuan
CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks. CoRR (2022)
Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training. CoRR (2022)
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Luowei Zhou, Yucheng Zhao, Yujia Xie, Ce Liu, Yu-Gang Jiang, Lu Yuan
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks. NeurIPS (2022)
Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan
BEVT: BERT Pretraining of Video Transformers. CVPR (2022)
Rui Wang, Zuxuan Wu, Dongdong Chen, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Luowei Zhou, Lu Yuan, Yu-Gang Jiang
Video Mobile-Former: Video Recognition with Efficient Global Spatial-temporal Modeling. CoRR (2022)
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Luowei Zhou, Yucheng Zhao, Yujia Xie, Ce Liu, Yu-Gang Jiang, Lu Yuan
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks. CoRR (2022)
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
Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks. CoRR (2022)
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
CLIP-Event: Connecting Text and Images with Event Structures. CoRR (2022)
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
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners. NeurIPS (2022)
Difei Gao, Luowei Zhou, Lei Ji, Linchao Zhu, Yi Yang, Mike Zheng Shou
MIST: Multi-modal Iterative Spatial-Temporal Transformer for Long-form Video Question Answering. CoRR (2022)
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
CLIP-Event: Connecting Text and Images with Event Structures. CVPR (2022)
Luowei Zhou, Jingjing Liu, Yu Cheng, Zhe Gan, Lei Zhang
CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning. CoRR (2021)
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
VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation. CoRR (2021)
Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu
UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training. CVPR (2021)
Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan
BEVT: BERT Pretraining of Video Transformers. CoRR (2021)
Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg, Mohit Bansal, Jingjing Liu
Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling. CVPR (2021)
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
VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation. NeurIPS Datasets and Benchmarks (2021)
Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao
RegionCLIP: Region-based Language-Image Pretraining. CoRR (2021)
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
Florence: A New Foundation Model for Computer Vision. CoRR (2021)
Nathan Louis, Luowei Zhou, Steven J. Yule, Roger D. Dias, Milisa Manojlovich, Francis D. Pagani, Donald S. Likosky, Jason J. Corso
Temporally Guided Articulated Hand Pose Tracking in Surgical Videos. CoRR (2021)
Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu
UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training. CoRR (2021)
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu
Cluster-Former: Clustering-based Sparse Transformer for Question Answering. ACL/IJCNLP (Findings) (2021)
Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg, Mohit Bansal, Jingjing Liu
Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling. CoRR (2021)
Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao
Unified Vision-Language Pre-Training for Image Captioning and VQA. AAAI (2020)
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding. CoRR (2020)
Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach
Grounded Video Description. CVPR Workshops (2019)
Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao
Unified Vision-Language Pre-Training for Image Captioning and VQA. CoRR (2019)
Hao Huang, Luowei Zhou, Wei Zhang, Jason J. Corso, Chenliang Xu
Dynamic Graph Modules for Modeling Object-Object Interactions in Activity Recognition. BMVC (2019)
Dawei Feng, Lijun Yang, Luowei Zhou, Ruijin Liao
Influential Factors and Correction Method of Furfural Content in Transformer Oil. IEEE Access 7 (2019)
Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach
Grounded Video Description. CVPR (2019)
Luowei Zhou, Nathan Louis, Jason J. Corso
Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction. BMVC (2018)
Luowei Zhou, Yingbo Zhou, Jason J. Corso, Richard Socher, Caiming Xiong
End-to-End Dense Video Captioning with Masked Transformer. CoRR (2018)
Hao Huang, Luowei Zhou, Wei Zhang, Chenliang Xu
Dynamic Graph Modules for Modeling Higher-Order Interactions in Activity Recognition. CoRR (2018)
Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach
Grounded Video Description. CoRR (2018)
Luowei Zhou, Chenliang Xu, Jason J. Corso
Towards Automatic Learning of Procedures From Web Instructional Videos. AAAI (2018)
Luowei Zhou, Yingbo Zhou, Jason J. Corso, Richard Socher, Caiming Xiong
End-to-End Dense Video Captioning With Masked Transformer. CVPR (2018)
Luowei Zhou, Nathan Louis, Jason J. Corso
Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction. CoRR (2018)
Luowei Zhou, Chenliang Xu, Jason J. Corso
ProcNets: Learning to Segment Procedures in Untrimmed and Unconstrained Videos. CoRR (2017)
Quanming Luo, Jian Huang, Qingqing He, Kun Ma, Luowei Zhou
Analysis and Design of a Single-Stage Isolated AC-DC LED Driver With a Voltage Doubler Rectifier. IEEE Trans. Ind. Electron. 64 (7) (2017)
Luowei Zhou, Chenliang Xu, Parker A. Koch, Jason J. Corso
Watch What You Just Said: Image Captioning with Text-Conditional Attention. ACM Multimedia (Thematic Workshops) (2017)
Pengju Sun, Can Gong, Xiong Du, Quanming Luo, Haibo Wang, Luowei Zhou
Online Condition Monitoring for Both IGBT Module and DC-Link Capacitor of Power Converter Based on Short-Circuit Current Simultaneously. IEEE Trans. Ind. Electron. 64 (5) (2017)
Luowei Zhou, Pei Yang, Chunlin Chen, Yang Gao
Multiagent Reinforcement Learning With Sparse Interactions by Negotiation and Knowledge Transfer. IEEE Trans. Cybern. 47 (5) (2017)
Bo Wang, Luowei Zhou, Yi Zhang, Pengju Sun
A method of active junction temperature control for IGBT. IECON (2017)
Luowei Zhou, Chenliang Xu, Parker A. Koch, Jason J. Corso
Image Caption Generation with Text-Conditional Semantic Attention. CoRR (2016)
Xiong Du, Jun Zhang, Gaoxian Li, Heng-Ming Tai, Pengju Sun, Luowei Zhou
Lifetime estimation for IGBT modules in wind turbine power converter system considering ambient temperature. Microelectron. Reliab. 65 (2016)
Shengqi Zhou, Luowei Zhou, Litao Yu, Sucheng Liu, Quanming Luo, Pengju Sun, Junke Wu
Monitoring chip fatigue in an IGBT module based on grey relational analysis. Microelectron. Reliab. 56 (2016)
Weiguo Lu, Shuang Lang, Luowei Zhou, Herbert Ho-Ching Iu, Tyrone Fernando
Improvement of Stability and Power Factor in PCM Controlled Boost PFC Converter With Hybrid Dynamic Compensation. IEEE Trans. Circuits Syst. I Regul. Pap. (1) (2015)
Luowei Zhou, Pei Yang, Chunlin Chen, Yang Gao
Multi-agent Reinforcement Learning with Sparse Interactions by Negotiation and Knowledge Transfer. CoRR (2015)
Luowei Zhou, Junke Wu, Pengju Sun, Xiong Du
Corrigendum to "Junction temperature management of IGBT module in power electronic converters" [Microelectron. Reliab. 54 (2014) 2788-2795]. Microelectron. Reliab. 55 (1) (2015)
Weiguo Lu, Fei Jing, Luowei Zhou, Herbert H. C. Iu, Tyrone Fernando
Control of sub-harmonic oscillation in peak current mode buck converter with dynamic resonant perturbation. Int. J. Circuit Theory Appl. 43 (10) (2015)
Weiguo Lu, Mao Zhao, Luowei Zhou, Herbert H. C. Iu, Junkai Zhao
Modeling and analysis of magnetically coupled resonant wireless power transfer system with rectifier bridge LED load. Int. J. Circuit Theory Appl. 43 (12) (2015)
Weiguo Lu, Naikuan Zhao, Junke Wu, Abdelali El Aroudi, Luowei Zhou
Filter-based perturbation control of low-frequency oscillation in voltage-mode H-bridge DC-AC inverter. Int. J. Circuit Theory Appl. 43 (7) (2015)
Luowei Zhou, Junke Wu, Pengju Sun, Xiong Du
Junction temperature management of IGBT module in power electronic converters. Microelectron. Reliab. 54 (12) (2014)
Luowei Zhou, Shengqi Zhou, Mingwei Xu
Investigation of gate voltage oscillations in an IGBT module after partial bond wires lift-off. Microelectron. Reliab. 53 (2) (2013)
Xiong Du, Luowei Zhou, Hao Lu, Heng-Ming Tai
DC Link Active Power Filter for Three-Phase Diode Rectifier. IEEE Trans. Ind. Electron. 59 (3) (2012)
Weiguo Lu, Luowei Zhou, Quanming Luo, Junke Wu
Non-invasive chaos control of DC-DC converter and its optimization. Int. J. Circuit Theory Appl. 39 (2) (2011)
Xiong Du, Luowei Zhou, Heng-Ming Tai
Double-Frequency Buck Converter. IEEE Trans. Ind. Electron. 56 (5) (2009)