Zhou, Luowei

17 publications

ICCV 2025 ADIEE: Automatic Dataset Creation and Scorer for Instruction-Guided Image Editing Evaluation Sherry X. Chen, Yi Wei, Luowei Zhou, Suren Kumar

CVPR 2024 AssistGUI: Task-Oriented PC Graphical User Interface Automation 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

CVPR 2023 MIST: Multi-Modal Iterative Spatial-Temporal Transformer for Long-Form Video Question Answering Difei Gao, Luowei Zhou, Lei Ji, Linchao Zhu, Yi Yang, Mike Zheng Shou

TMLR 2023 MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks Weicheng Kuo, Aj Piergiovanni, Dahun Kim, Xiyang Luo, Benjamin Caine, Wei Li, Abhijit Ogale, Luowei Zhou, Andrew M. Dai, Zhifeng Chen, Claire Cui, Anelia Angelova

CVPR 2022 BEVT: BERT Pretraining of Video Transformers Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan

CVPR 2022 CLIP-Event: Connecting Text and Images with Event Structures Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang

ECCV 2022 DNA: Improving Few-Shot Transfer Learning with Low-Rank Decomposition and Alignment Ziyu Jiang, Tianlong Chen, Xuxi Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed Awadallah, Zhangyang Wang

NeurIPS 2022 Language Models with Image Descriptors Are Strong Few-Shot Video-Language Learners 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

ECCV 2022 Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-Training Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan

NeurIPS 2022 OmniVL: One Foundation Model for Image-Language and Video-Language Tasks Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Luowei Zhou, Yucheng Zhao, Yujia Xie, Ce Liu, Yu-Gang Jiang, Lu Yuan

CVPR 2022 RegionCLIP: Region-Based Language-Image Pretraining Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao

NeurIPS 2022 Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng

CVPR 2021 Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg, Mohit Bansal, Jingjing Liu

CVPR 2021 UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu

AAAI 2020 Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao

CVPRW 2019 Grounded Video Description Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach

AAAI 2018 Towards Automatic Learning of Procedures from Web Instructional Videos Luowei Zhou, Chenliang Xu, Jason J. Corso