标题/作者	年份
Swin transformer: Hierarchical vision transformer using shifted windows Z Liu, Y Lin, Y Cao, H Hu, Y Wei, Z Zhang, S Lin, B Guo Proceedings of the IEEE/CVF international conference on computer vision …	2021
Diffusion models beat gans on image synthesis P Dhariwal, A Nichol Advances in neural information processing systems 34, 8780-8794	2021
Multiscale vision transformers H Fan, B Xiong, K Mangalam, Y Li, Z Yan, J Malik, C Feichtenhofer Proceedings of the IEEE/CVF international conference on computer vision …	2021
On the opportunities and risks of foundation models R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ... arXiv preprint arXiv:2108.07258	2021
Photorealistic text-to-image diffusion models with deep language understanding C Saharia, W Chan, S Saxena, L Li, J Whang, EL Denton, K Ghasemipour, ... Advances in Neural Information Processing Systems 35, 36479-36494	2022
Transformers in vision: A survey S Khan, M Naseer, M Hayat, SW Zamir, FS Khan, M Shah ACM computing surveys (CSUR) 54 (10s), 1-41	2022
Glide: Towards photorealistic image generation and editing with text-guided diffusion models A Nichol, P Dhariwal, A Ramesh, P Shyam, P Mishkin, B McGrew, ... arXiv preprint arXiv:2112.10741	2021
Align before fuse: Vision and language representation learning with momentum distillation J Li, R Selvaraju, A Gotmare, S Joty, C Xiong, SCH Hoi Advances in neural information processing systems 34, 9694-9705	2021
Styleclip: Text-driven manipulation of stylegan imagery O Patashnik, Z Wu, E Shechtman, D Cohen-Or, D Lischinski Proceedings of the IEEE/CVF International Conference on Computer Vision …	2021
Flamingo: a visual language model for few-shot learning JB Alayrac, J Donahue, P Luc, A Miech, I Barr, Y Hasson, K Lenc, ... Advances in Neural Information Processing Systems 35, 23716-23736	2022
Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation J Li, D Li, C Xiong, S Hoi International Conference on Machine Learning, 12888-12900	2022
A survey on vision transformer K Han, Y Wang, H Chen, X Chen, J Guo, Z Liu, Y Tang, A Xiao, C Xu, ... IEEE transactions on pattern analysis and machine intelligence 45 (1), 87-110	2022
Scaling vision transformers X Zhai, A Kolesnikov, N Houlsby, L Beyer Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …	2022
Learning to prompt for vision-language models K Zhou, J Yang, CC Loy, Z Liu International Journal of Computer Vision 130 (9), 2337-2348	2022
Simvlm: Simple visual language model pretraining with weak supervision Z Wang, J Yu, AW Yu, Z Dai, Y Tsvetkov, Y Cao arXiv preprint arXiv:2108.10904	2021
Coca: Contrastive captioners are image-text foundation models J Yu, Z Wang, V Vasudevan, L Yeung, M Seyedhosseini, Y Wu arXiv preprint arXiv:2205.01917	2022
Mdetr-modulated detection for end-to-end multi-modal understanding A Kamath, M Singh, Y LeCun, G Synnaeve, I Misra, N Carion Proceedings of the IEEE/CVF International Conference on Computer Vision …	2021
Conceptual 12m: Pushing web-scale image-text pre-training to recognize long-tail visual concepts S Changpinyo, P Sharma, N Ding, R Soricut Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …	2021
Florence: A new foundation model for computer vision L Yuan, D Chen, YL Chen, N Codella, X Dai, J Gao, H Hu, X Huang, B Li, ... arXiv preprint arXiv:2111.11432	2021
Laion-5b: An open large-scale dataset for training next generation image-text models C Schuhmann, R Beaumont, R Vencu, C Gordon, R Wightman, M Cherti, ... Advances in Neural Information Processing Systems 35, 25278-25294	2022

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