Publication 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 CVPR 2022 | June 2022
Publication LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling Linjie Li, Zhe Gan, Kevin Lin, Chung-Ching Lin, Zicheng Liu, Ce Liu, Lijuan Wang | June 2022 Published by Microsoft Project
Publication GLIPv2: Unifying Localization and Vision-Language Understanding Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao NeurIPS 2022 | June 2022 Preprint Project
Publication Grounded Language-Image Pre-training Liunian Harold Li, Pengchuan Zhang, Haotian Zhang, Jianwei Yang, Chunyuan Li, Yiwu Zhong, Lijuan Wang, Lu Yuan, Lei Zhang, Jenq-Neng Hwang, Kai-Wei Chang, Jianfeng Gao CVPR | June 2022 Project
Publication DETReg: Unsupervised Pretraining with Region Priors for Object Detection Amir Bar, Xin Wang, Vadim Kantorov, Colorado J. Reed, Roei Herzig, Gal Chechik, Anna Rohrbach, Trevor Darrell, Amir Globerson Computer Vision and Pattern Recognition | June 2022
Publication E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition Chiara Plizzari, M. Planamente, Gabriele Goletto, Marco Cannici, Emanuele Gusso, M. Matteucci, Barbara Caputo Computer Vision and Pattern Recognition | June 2022
Publication Fast Building Segmentation From Satellite Imagery and Few Local Labels Caleb Robinson, Anthony Ortiz, Hogeun Park, Nancy Lozano Gracia, Jon Kher Kaw, Tina Sederholm, Rahul Dodhia, Juan M. Lavista Ferres CVPR 2022 | June 2022 Project Project
Publication Person Segmentation in Teams Varun Jain, Quan Zou, Louis Florentin, Albert Sadovnikov, Henrik Turbell June 2022
Publication Unified Contrastive Learning in Image-Text-Label Space Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao CVPR 2022 | June 2022
Publication JRDB-Act: A Large-scale Dataset for Spatio-temporal Action, Social Group and Activity Detection Mahsa Ehsanpour, Fatemeh Saleh, S. Savarese, I. Reid, Hamid Rezatofighi CVPR 2022 | June 2022