1. National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210023, China 2. School of Artificial Intelligence, Nanjing University, Nanjing 210023, China
. [J]. Frontiers of Computer Science, 2024, 18(5): 185349.
Da-Wei ZHOU, Zhi-Hong QI, Han-Jia YE, De-Chuan ZHAN. TV100: a TV series dataset that pre-trained CLIP has not seen. Front. Comput. Sci., 2024, 18(5): 185349.
L, Floridi M Chiriatti . GPT-3: its nature, scope, limits, and consequences. Minds and Machines, 2020, 30(4): 681−694
2
A, Ramesh M, Pavlov G, Goh S, Gray C, Voss A, Radford M, Chen I Sutskever . Zero-shot text-to-image generation. In: Proceedings of the 38th International Conference on Machine Learning. 2021, 8821−8831
3
A, Radford J W, Kim C, Hallacy A, Ramesh G, Goh S, Agarwal G, Sastry A, Askell P, Mishkin J, Clark G, Krueger I Sutskever . Learning transferable visual models from natural language supervision. In: Proceedings of the 38th International Conference on Machine Learning. 2021, 8748−8763
4
J, Deng W, Dong R, Socher L J, Li K, Li L Fei-Fei . ImageNet: a large-scale hierarchical image database. In: Proceedings of 2009 IEEE Conference on Computer Vision and Pattern Recognition. 2009, 248−255
5
D W, Zhou Q W, Wang Z H, Qi H J, Ye D C, Zhan Z W Liu . Deep class-incremental learning: a survey. 2023, arXiv preprint arXiv: 2302.03648
6
C, Schuhmann R, Beaumont R, Vencu C, Gordon R, Wightman M, Cherti T, Coombes A, Katta C, Mullis M, Wortsman P, Schramowski S, Kundurthy K, Crowson L, Schmidt R, Kaczmarczyk J Jitsev . LAION-5B: an open large-scale dataset for training next generation image-text models. In: Proceedings of the 36th International Conference on Neural Information Processing Systems. 2022, 25278−25294
7
D W, Zhou H J, Ye D C Zhan . Learning placeholders for open-set recognition. In: Proceedings of 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2021, 4401−4410
8
D W, Zhou H L, Sun J Y, Ning H J, Ye D C Zhan . Continual learning with pre-trained models: a survey. In: Proceedings of the 33rd International Joint Conference on Artificial Intelligence. 2024
9
H L, Sun D W, Zhou H J, Ye D C Zhan . PILOT: a pre-trained model-based continual learning toolbox. 2023, arXiv preprint arXiv: 2309.07117
10
V, Rawte A, Sheth A Das . A survey of hallucination in large foundation models. 2023, arXiv preprint arXiv: 2309.05922