Luowei Zhou

Researcher, Samsung

Joined

July 2019

Names

Luowei Zhou (Preferred)

Emails

****@umich.edu (Confirmed)

****@microsoft.com (Confirmed)

****@gmail.com (Confirmed)

****@samsung.com (Confirmed)

Personal Links

Career & Education History

Researcher

Samsung (samsung.com)

2024 – Present

Research Scientist

Google (google.com)

2022 – 2024

Researcher

Microsoft (microsoft.com)

2020 – 2022

Graduate Research Assistant

University of Michigan (umich.edu)

2016 – 2020

Research Intern

Microsoft (microsoft.com)

2019 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Jason J. Corso

2016 – 2020

Expertise

Vision and Language

2016 – Present

Video Understanding

2016 – Present

Computer Vision

2016 – Present

Publications

Visual Grounding with attention-driven constraint balancing
Weitai Kang, Luowei Zhou, Junyi Wu, Changchang Sun, Yan Yan
- Submitted to ICLR 2024
- Readers: Everyone
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
- Accepted by TMLR
- Readers: Everyone
RegionCLIP: Region-based Language-Image Pretraining
Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel C Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao
- 04 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
ADVL: Adaptive Distillation for Vision-Language Tasks
Zhecan Wang, Noel C Codella, Haoxuan You, Long Chen, Yen-Chun Chen, Yulei Niu, Jianwei Yang, Luowei Zhou, Lu Yuan, Kai-Wei Chang, Shih-Fu Chang
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
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
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
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
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
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
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
MA-CLIP: Towards Modality-Agnostic Contrastive Language-Image Pre-training
Haoxuan You, Luowei Zhou, Bin Xiao, Noel C Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling
Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara Lee Berg, Mohit Bansal, Jingjing Liu
- 12 Jun 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation
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
- Published: 29 Jul 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Datasets and Benchmarks Track (Round 1)
- Readers: Everyone

View all 14 publications

Co-Authors

View all 75 co-authors