[46] Chull Hwan Song, Jooyoung Yoon, Shunghyun Choi, and Yannis Avrithis. Boosting vision transformers for image retrieval. In WACV, pages 107-117, 2023. 1
[47] Rohan Taori, Ishaan Gulrajani, Tianyi Zhang, Yann Dubois, Xuechen Li, Carlos Guestrin, Percy Liang, and Tatsunori B. Hashimoto. Alpaca: A Strong, Replicable Instruction-Following Model. https://crfm.stanford.edu/2023/03/13/alpaca.html, 2023.5
[48] Romal Thoppilan, Daniel De Freitas, Jamie Hall, Noam Shazeer, Apoorv Kulshreshtha, Heng-Tze Cheng, Alicia Jin, Taylor Bos, Leslie Baker, Yu Du, YaGuang Li, Hongrae Lee, Huaixiu Steven Zheng, Amin Ghafouri, Marcelo Menegali, Yanping Huang, Maxim Krikun, Dmitry Lepikhin, James Qin, Dehao Chen, Yuanzhong Xu, Zhifeng Chen, Adam Roberts, Maarten Bosma, Yanqi Zhou, Chung-Ching Chang, Igor Krivokon, Will Rusch, Marc Pickett, Kathleen S. Meier-Hellstern, Meredith Ringel Morris, Tulsee Doshi, Renelito Delos Santos, Toju Duke, Johnny Soraker, Ben Zevenbergen, Vinodkumar Prabhakaran, Mark Diaz, Ben Hutchinson, Kristen Olson, Alejandra Molina, Erin Hoffman-John, Josh Lee, Lora Aroyo, Ravi Rajakumar, Alena Butryna, Matthew Lamm, Viktoriya Kuzmina, Joe Fenton, Aaron Cohen, Rachel Bernstein, Ray Kurzweil, Blaise Aguera-Arcas, Claire Cui, Marian Croak, Ed H. Chi, and Quoc Le. LaMDA: Language Models for Dialog Applications. CoRR, abs/2201.08239, 2022. 1
[49] Nam Vo, Lu Jiang, Chen Sun, Kevin Murphy, Li-Jia Li, Li Fei-Fei, and James Hays. Composing Text and Image for Image Retrieval - an Empirical Odyssey. In CVPR, pages 6432-6441, 2019. 3, 4
[50] Peng Wang, An Yang, Rui Men, Junyang Lin, Shuai Bai, Zhikang Li, Jianxin Ma, Chang Zhou, Jingren Zhou, and Hongxia Yang. OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework. In ICML, volume 162, pages 23318-23340, 2022. 3
[51] Chenfei Wu, Shengming Yin, Weizhen Qi, Xiaodong Wang, Zecheng Tang, and Nan Duan. Visual ChatGPT: Talking, drawing and editing with visual foundation models. arXiv:2303.04671, 2023. 3
[52] Hui Wu, Yupeng Gao, Xiaoxiao Guo, Ziad Al-Halah, Steven Rennie, Kristen Grauman, and Rogério Feris. Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback. In CVPR, pages 11307-11317, 2021. 3, 4
[53] Yiling Wu, Shuhui Wang, Guoli Song, and Qingming Huang. Learning Fragment Self-Attention Embeddings for Image-Text Matching. In Laurent Amsaleg, Benoit Huet, Martha A. Larson, Guillaume Gravier, Hayley Hung, Chong-Wah Ngo, and Wei Tsang Ooi, editors, ACM, pages 2088–2096. ACM, 2019. 3
[54] Zipeng Xu, Fandong Meng, Xiaojie Wang, Duo Zheng, Chenxu Lv, and Jie Zhou. Modeling Explicit Concerning States for Reinforcement Learning in Visual Dialogue. In BMVC, 2021. 3
[55] Peter Young, Alice Lai, Micah Hodosh, and Julia Hockenmaier. From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions. Trans. Assoc. Comput. Linguistics, 2:67-78, 2014. 5
[56] Yan Zeng, Xinsong Zhang, and Hang Li. Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts. In ICML, volume 162, pages 25994–26009, 2022. 3
[57] Duo Zheng, Zipeng Xu, Fandong Meng, Xiaojie Wang, Jiaan Wang, and Jie Zhou. Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser. In EMNLP, 2021. 3
[58] Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, and Jianfeng Gao. Unified Vision-Language Pre-Training for Image Captioning and VQA. In AAAI, pages 13041–13049, 2020. 3
[59] Deyao Zhu, Jun Chen, Kilichbek Haydarov, Xiaogian Shen, Wenxuan Zhang, and Mohamed Elhoseiny. ChatGPT asks, BLIP-2 answers: Automatic questioning towards enriched visual descriptions. arXiv:2303.06594, 2023. 3