OVLW-DETR: Open-Vocabulary Light-Weighted Detection Transformer

Flickr30k entities: Collecting region-to-phrase correspondences for richer image-to-sentence models

Bryan A Plummer, Liwei Wang, Chris M Cervantes, Juan C Caicedo, Julia Hockenmaier, and Svetlana Lazebnik · 2015

Earlier work this paper cites.

Gqa: A new dataset for real-world visual reasoning and compositional question answering

Drew A Hudson and Christopher D Manning · 2019

Earlier work this paper cites.

Objects365: A large-scale, high-quality dataset for object detection

Shuai Shao, Zeming Li, Tianyuan Zhang, Chao Peng, Gang Yu, Xiangyu Zhang, Jing Li, and Jian Sun · 2019

Earlier work this paper cites.

Learning transferable visual models from natural language supervision

Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021

Earlier work this paper cites.

Open-vocabulary object detection via vision and language knowledge distillation

Original

Xiuye Gu, Tsung-Yi Lin, Weicheng Kuo, and Yin Cui · 2021

Earlier work this paper cites.

OpenCLIP, July 2021

Gabriel Ilharco, Mitchell Wortsman, Ross Wightman, Cade Gordon, Nicholas Carlini, Rohan Taori, Achal Dave, Vaishaal Shankar, Hongseok Namkoong, John Miller, Hannaneh Hajishirzi, Ali Farhadi, and Ludwig Schmidt · 2021

Cited alongside, same era.

Mdetr-modulated detection for end-to-end multi-modal understanding

Aishwarya Kamath, Mannat Singh, Yann LeCun, Gabriel Synnaeve, Ishan Misra, and Nicolas Carion · 2021

Cited alongside, same era.

Glipv2: Unifying localization and vision-language understanding

Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, and Jianfeng Gao · 2022

Cited alongside, same era.

Detclipv2: Scalable open-vocabulary object detection pre-training via word-region alignment

Lewei Yao, Jianhua Han, Xiaodan Liang, Dan Xu, Wei Zhang, Zhenguo Li, and Hang Xu · 2023

Cited alongside, same era.

Grounding dino: Marrying dino with grounded pre-training for open-set object detection

Original

Shilong Liu, Zhaoyang Zeng, Tianhe Ren, Feng Li, Hao Zhang, Jie Yang, Chunyuan Li, Jianwei Yang, Hang Su, Jun Zhu, et al · 2023

Ultralytics YOLO, January 2023

Glenn Jocher, Ayush Chaurasia, and Jing Qiu · 2023

Later among the works it cites.

Scaling open-vocabulary object detection

Matthias Minderer, Alexey Gritsenko, and Neil Houlsby · 2024

Closest in time.

Yolo-world: Real-time open-vocabulary object detection

Tianheng Cheng, Lin Song, Yixiao Ge, Wenyu Liu, Xinggang Wang, and Ying Shan · 2024

Closest in time.

Lw-detr: A transformer replacement to yolo for real-time detection

Original

Qiang Chen, Xiangbo Su, Xinyu Zhang, Jian Wang, Jiahui Chen, Yunpeng Shen, Chuchu Han, Ziliang Chen, Weixiang Xu, Fanrong Li, et al · 2024

Closest in time.