|
|
|
TV100: a TV series dataset that pre-trained CLIP has not seen |
Da-Wei ZHOU1,2, Zhi-Hong QI1,2, Han-Jia YE1,2( ), De-Chuan ZHAN1,2 |
1. National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210023, China
2. School of Artificial Intelligence, Nanjing University, Nanjing 210023, China |
|
|
|
|
|
|
Corresponding Author(s):
Han-Jia YE
|
|
Just Accepted Date: 08 May 2024
Issue Date: 31 May 2024
|
|
| 1 |
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
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
| |
Shared |
|
|
|
|
| |
Discussed |
|
|
|
|
