MIC-TJU at MediaEval Violent Scenes Detection (VSD) 2014. - Bowen Zhang 002; Yun Yi; Hanli Wang; Jian Yu (MediaEval, 2014)

MIC_TJ at TRECVID 2014. - Lei Wang 063; Yun Yi; Bowen Zhang 002; Fengkuangtian Zhu; Bo Xiao 005; Tianyao Sun; Hanli Wang (TRECVID, 2014)

MIC-TJU in MediaEval 2015 Affective Impact of Movies Task. - Yun Yi; Hanli Wang; Bowen Zhang 002; Jian Yu (MediaEval, 2015)

Encoding scale into fisher vector for human action recognition. - Bowen Zhang 002; Hanli Wang (VCIP, 2015)

Real-Time Action Recognition with Enhanced Motion Vector CNNs. - Bowen Zhang 002; Limin Wang 002; Zhe Wang 013; Yu Qiao 001; Hanli Wang (CVPR, 2016)

CUHK & ETHZ & SIAT Submission to ActivityNet Challenge 2016. - Yuanjun Xiong; Limin Wang 002; Zhe Wang 013; Bowen Zhang 002; Hang Song; Wei Li 044; Dahua Lin; Yu Qiao 001; Luc Van Gool; Xiaoou Tang (CoRR, 2016)

Learning correlations for human action recognition in videos. - Yun Yi; Hanli Wang; Bowen Zhang 002 (Multim. Tools Appl., 2017)

Weakly Supervised PatchNets: Describing and Aggregating Local Patches for Scene Recognition. - Zhe Wang 013; Limin Wang 002; Yali Wang 001; Bowen Zhang 002; Yu Qiao 001 (IEEE Trans. Image Process., 2017)

Cross-Modal and Hierarchical Modeling of Video and Text. - Bowen Zhang 002; Hexiang Hu; Fei Sha (ECCV (13), 2018)

A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images. - Melissa Ailem; Bowen Zhang 002; Aurélien Bellet; Pascal Denis; Fei Sha (EMNLP, 2018)

Real-Time Action Recognition With Deeply Transferred Motion Vector CNNs. - Bowen Zhang 002; Limin Wang 002; Zhe Wang 013; Yu Qiao 001; Hanli Wang (IEEE Trans. Image Process., 2018)

Topic Augmented Generator for Abstractive Summarization. - Melissa Ailem; Bowen Zhang 002; Fei Sha (CoRR, 2019)

Learning to Represent Image and Text with Denotation Graph. - Bowen Zhang 002; Hexiang Hu; Vihan Jain; Eugene Ie; Fei Sha (EMNLP (1), 2020)

Visual Storytelling via Predicting Anchor Word Embeddings in the Stories. - Bowen Zhang 002; Hexiang Hu; Fei Sha (CoRR, 2020)

A Hierarchical Multi-Modal Encoder for Moment Localization in Video Corpus. - Bowen Zhang 002; Hexiang Hu; Joonseok Lee; Ming Zhao; Sheide Chammas; Vihan Jain; Eugene Ie; Fei Sha (CoRR, 2020)

Visually Grounded Concept Composition. - Bowen Zhang 002; Hexiang Hu; Linlu Qiu; Peter Shaw 004; Fei Sha (EMNLP (Findings), 2021)

Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? - Linlu Qiu; Hexiang Hu; Bowen Zhang 002; Peter Shaw 004; Fei Sha (EMNLP (1), 2021)

CREATe: Clinical Report Extraction and Annotation Technology. - Yichao Zhou 001; Wei-Ting Chen; Bowen Zhang 002; David Lee; J. Harry Caufield; Kai-Wei Chang; Yizhou Sun; Peipei Ping; Wei Wang 010 (ICDE, 2021)

Co-training Transformer with Videos and Images Improves Action Recognition. - Bowen Zhang 002; Jiahui Yu; Christopher Fifty; Wei Han; Andrew M. Dai; Ruoming Pang; Fei Sha (CoRR, 2021)

STAIR: Learning Sparse Text and Image Representation in Grounded Tokens. - Chen Chen 005; Bowen Zhang 002; Liangliang Cao; Jiguang Shen; Tom Gunter; Albin Madappally Jose; Alexander Toshev; Yantao Zheng; Jonathon Shlens; Ruoming Pang; Yinfei Yang (EMNLP, 2023)

STAIR: Learning Sparse Text and Image Representation in Grounded Tokens. - Chen Chen 005; Bowen Zhang 002; Liangliang Cao; Jiguang Shen; Tom Gunter; Albin Madappally Jose; Alexander Toshev; Jonathon Shlens; Ruoming Pang; Yinfei Yang (CoRR, 2023)

Less is More: Removing Text-regions Improves CLIP Training Efficiency and Robustness. - Liangliang Cao; Bowen Zhang 002; Chen Chen 005; Yinfei Yang; Xianzhi Du; Wencong Zhang; Zhiyun Lu; Yantao Zheng (CoRR, 2023)

MOFI: Learning Image Representations from Noisy Entity Annotated Images. - Wentao Wu; Aleksei Timofeev; Chen Chen 005; Bowen Zhang 002; Kun Duan; Shuangning Liu; Yantao Zheng; Jonathon Shlens; Xianzhi Du; Zhe Gan; Yinfei Yang (CoRR, 2023)

Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts. - Erik A. Daxberger; Floris Weers; Bowen Zhang 002; Tom Gunter; Ruoming Pang; Marcin Eichner; Michael Emmersberger; Yinfei Yang; Alexander Toshev; Xianzhi Du (CoRR, 2023)

VeCLIP: Improving CLIP Training via Visual-Enriched Captions. - Zhengfeng Lai; Haotian Zhang 005; Bowen Zhang 002; Wentao Wu; Haoping Bai; Aleksei Timofeev; Xianzhi Du; Zhe Gan; Jiulong Shan; Chen-Nee Chuah; Yinfei Yang; Meng Cao (ECCV (42), 2024)

MM1: Methods, Analysis and Insights from Multimodal LLM Pre-training. - Brandon McKinzie; Zhe Gan; Jean-Philippe Fauconnier; Sam Dodge; Bowen Zhang 002; Philipp Dufter; Dhruti Shah; Xianzhi Du; Futang Peng; Anton Belyi; Haotian Zhang 005; Karanjeet Singh 003; et al. (ECCV (29), 2024)

MOFI: Learning Image Representations from Noisy Entity Annotated Images. - Wentao Wu; Aleksei Timofeev; Chen Chen 005; Bowen Zhang 002; Kun Duan; Shuangning Liu; Yantao Zheng; Jonathon Shlens; Xianzhi Du; Yinfei Yang (ICLR, 2024)

Ferret: Refer and Ground Anything Anywhere at Any Granularity. - Haoxuan You; Haotian Zhang 005; Zhe Gan; Xianzhi Du; Bowen Zhang 002; Zirui Wang; Liangliang Cao; Shih-Fu Chang; Yinfei Yang (ICLR, 2024)

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training. - Brandon McKinzie; Zhe Gan; Jean-Philippe Fauconnier; Sam Dodge; Bowen Zhang 002; Philipp Dufter; Dhruti Shah; Xianzhi Du; Futang Peng; Floris Weers; Anton Belyi; Haotian Zhang 005; et al. (CoRR, 2024)

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models. - Haotian Zhang 005; Haoxuan You; Philipp Dufter; Bowen Zhang 002; Chen Chen 005; Hong-You Chen; Tsu-Jui Fu; William Yang Wang; Shih-Fu Chang; Zhe Gan; Yinfei Yang (CoRR, 2024)

Apple Intelligence Foundation Language Models. - Tom Gunter; Zirui Wang; Chong Wang; Ruoming Pang; Andy Narayanan; Aonan Zhang; Bowen Zhang 002; Chen Chen 005; Chung-Cheng Chiu; David Qiu; Deepak Gopinath; Dian Ang Yap; et al. (CoRR, 2024)

MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning. - Haotian Zhang 005; Mingfei Gao; Zhe Gan; Philipp Dufter; Nina Wenzel; Forrest Huang; Dhruti Shah; Xianzhi Du; Bowen Zhang 002; Yanghao Li; Sam Dodge; Keen You; et al. (CoRR, 2024)

Contrastive Localized Language-Image Pre-Training. - Hong-You Chen; Zhengfeng Lai; Haotian Zhang 005; Xinze Wang; Marcin Eichner; Keen You; Meng Cao; Bowen Zhang 002; Yinfei Yang; Zhe Gan (CoRR, 2024)

MM-Ego: Towards Building Egocentric Multimodal LLMs. - Hanrong Ye; Haotian Zhang 005; Erik A. Daxberger; Lin Chen 010; Zongyu Lin; Yanghao Li; Bowen Zhang 002; Haoxuan You; Dan Xu 002; Zhe Gan; Jiasen Lu; Yinfei Yang (CoRR, 2024)

STIV: Scalable Text and Image Conditioned Video Generation. - Zongyu Lin; Wei Liu; Chen Chen 005; Jiasen Lu; Wenze Hu; Tsu-Jui Fu; Jesse Allardice; Zhengfeng Lai; Liangchen Song; Bowen Zhang 002; Cha Chen; Yiran Fei; et al. (CoRR, 2024)

Improve Vision Language Model Chain-of-thought Reasoning. - Ruohong Zhang; Bowen Zhang 002; Yanghao Li; Haotian Zhang 005; Zhiqing Sun; Zhe Gan; Yinfei Yang; Ruoming Pang; Yiming Yang (ACL (1), 2025)

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models. - Zhengfeng Lai; Vasileios Saveris; Chen Chen 005; Hong-You Chen; Haotian Zhang 005; Bowen Zhang 002; Wenze Hu; Juan Lao Tebar; Zhe Gan; Peter Grasch; Meng Cao; Yinfei Yang (ICLR, 2025)

MMEgo: Towards Building Egocentric Multimodal LLMs for Video QA. - Hanrong Ye; Haotian Zhang 005; Erik A. Daxberger; Lin Chen 010; Zongyu Lin; Yanghao Li; Bowen Zhang 002; Haoxuan You; Dan Xu 002; Zhe Gan; Jiasen Lu; Yinfei Yang (ICLR, 2025)

MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning. - Haotian Zhang 005; Mingfei Gao; Zhe Gan; Philipp Dufter; Nina Wenzel; Forrest Huang; Dhruti Shah; Xianzhi Du; Bowen Zhang 002; Yanghao Li; Sam Dodge; Keen You; et al. (ICLR, 2025)

AXLearn: Modular Large Model Training on Heterogeneous Infrastructure. - Mark Lee; Tom Gunter; Chang Lan; John Peebles; Hanzhi Zhou; Kelvin Zou; Sneha Bangalore; Chung-Cheng Chiu; Nan Du; Xianzhi Du; Philipp Dufter; Ruixuan Hou; et al. (CoRR, 2025)