VisDrone-MOT2019: The Vision Meets Drone Multiple Object Tracking Challenge Results. - Longyin Wen; Yue Zhang 011; Liefeng Bo; Hailin Shi; Rui Zhu 005; Ajit Jadhav; Bing Dong; Brejesh Lall; Chang Liu 003; Chunhui Zhang; Dong Wang 004; Pengfei Zhu 001; et al. (ICCV Workshops, 2019)

Bundle Adjustment for Monocular Visual Odometry Based on Detected Traffic Sign Features. - Yanting Zhang 001; Jie Yang 023; Haotian Zhang 005; Jenq-Neng Hwang (ICIP, 2019)

Exploit the Connectivity: Multi-Object Tracking with TrackletNet. - Gaoang Wang; Yizhou Wang 005; Haotian Zhang 005; Renshu Gu; Jenq-Neng Hwang (ACM Multimedia, 2019)

Eye in the Sky: Drone-Based Object Tracking and 3D Localization. - Haotian Zhang 005; Gaoang Wang; Zhichao Lei; Jenq-Neng Hwang (ACM Multimedia, 2019)

IA-MOT: Instance-Aware Multi-Object Tracking with Motion Consistency. - Jiarui Cai; Yizhou Wang 005; Haotian Zhang 005; Hung-Min Hsu; Chengqian Ma; Jenq-Neng Hwang (CoRR, 2020)

Bundle Adjustment for Monocular Visual Odometry Based on Detections of Traffic Signs. - Yanting Zhang 001; Haotian Zhang 005; Gaoang Wang; Jie Yang 023; Jenq-Neng Hwang (IEEE Trans. Veh. Technol., 2020)

Monocular 3D Localization of Vehicles in Road Scenes. - Haotian Zhang 005; Haorui Ji; Aotian Zheng; Jenq-Neng Hwang; Ren-Hung Hwang (ICCVW, 2021)

ROD2021 Challenge: A Summary for Radar Object Detection Challenge for Autonomous Driving Applications. - Yizhou Wang 005; Jenq-Neng Hwang; Gaoang Wang; Hui Liu 011; Kwang-Ju Kim; Hung-Min Hsu; Jiarui Cai; Haotian Zhang 005; Zhongyu Jiang; Renshu Gu (ICMR, 2021)

Grounded Language-Image Pre-training. - Liunian Harold Li; Pengchuan Zhang; Haotian Zhang 005; Jianwei Yang; Chunyuan Li; Yiwu Zhong; Lijuan Wang; Lu Yuan; Lei Zhang 001; Jenq-Neng Hwang; Kai-Wei Chang; Jianfeng Gao 001 (CVPR, 2022)

GLIPv2: Unifying Localization and Vision-Language Understanding. - Haotian Zhang 005; Pengchuan Zhang; Xiaowei Hu 006; Yen-Chun Chen 001; Liunian Harold Li; Xiyang Dai; Lijuan Wang; Lu Yuan; Jenq-Neng Hwang; Jianfeng Gao 001 (NeurIPS, 2022)

DIOR: DIstill Observations to Representations for Multi-Object Tracking and Segmentation. - Jiarui Cai; Yizhou Wang 005; Hung-Min Hsu; Haotian Zhang 005; Jenq-Neng Hwang (WACV (Workshops), 2022)

From Scarcity to Efficiency: Improving CLIP Training via Visual-enriched Captions. - Zhengfeng Lai; Haotian Zhang 005; Wentao Wu; Haoping Bai; Aleksei Timofeev; Xianzhi Du; Zhe Gan; Jiulong Shan; Chen-Nee Chuah; Yinfei Yang; Meng Cao (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)

Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs. - Keen You; Haotian Zhang 005; Eldon Schoop; Floris Weers; Amanda Swearngin; Jeffrey Nichols 001; Yinfei Yang; Zhe Gan (ECCV (64), 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)

Empowering Unsupervised Domain Adaptation with Large-scale Pre-trained Vision-Language Models. - Zhengfeng Lai; Haoping Bai; Haotian Zhang 005; Xianzhi Du; Jiulong Shan; Yinfei Yang; Chen-Nee Chuah; Meng Cao (WACV, 2024)

How Easy is It to Fool Your Multimodal LLMs? An Empirical Analysis on Deceptive Prompts. - Yusu Qian; Haotian Zhang 005; Yinfei Yang; Zhe Gan (CoRR, 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)

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)

Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms. - Zhangheng Li; Keen You; Haotian Zhang 005; Di Feng; Harsh Agrawal; Xiujun Li; Mohana Prasad Sathya Moorthy; Jeff Nichols; Yinfei Yang; Zhe Gan (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)

Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms. - Zhangheng Li; Keen You; Haotian Zhang 005; Di Feng; Harsh Agrawal; Xiujun Li; Mohana Prasad Sathya Moorthy; Jeffrey Nichols 001; Yinfei Yang; Zhe Gan (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)