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Recognize Anything: A Strong Image Tagging Model
Y Zhang, X Huang, J Ma, Z Li, Z Luo, Y Xie, Y Qin, T Luo, Y Li, S Liu, ...
arXiv preprint arXiv:2306.03514, 2023
1932023
Self-distillation from the last mini-batch for consistency regularization
Y Shen, L Xu, Y Yang, Y Li, Y Guo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
802022
Tag2text: Guiding vision-language model via image tagging
X Huang, Y Zhang, J Ma, W Tian, R Feng, Y Zhang, Y Li, Y Guo, L Zhang
arXiv preprint arXiv:2303.05657, 2023
742023
Personalized image aesthetics assessment with rich attributes
Y Yang, L Xu, L Li, N Qie, Y Li, P Zhang, Y Guo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
712022
Theme-aware Visual Attribute Reasoning for Image Aesthetics Assessment
L Li, Y Huang, J Wu, Y Yang, Y Li, Y Guo, G Shi
IEEE Transactions on Circuits and Systems for Video Technology, 2023
492023
Learning personalized image aesthetics from subjective and objective attributes
H Zhu, Y Zhou, L Li, Y Li, Y Guo
IEEE Transactions on Multimedia, 2021
462021
Simple and robust loss design for multi-label learning with missing labels
Y Zhang, Y Cheng, X Huang, F Wen, R Feng, Y Li, Y Guo
arXiv preprint arXiv:2112.07368, 2021
402021
Explainable and Generalizable Blind Image Quality Assessment via Semantic Attribute Reasoning
Y Huang, L Li, Y Yang, Y Li, Y Guo
IEEE Transactions on Multimedia, 2022
262022
Box-Level Active Detection
M Lyu, J Zhou, H Chen, Y Huang, D Yu, Y Li, Y Guo, Y Guo, L Xiang, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
232023
Image Aesthetics Assessment with Attribute-Assisted Multimodal Memory Network
L Li, T Zhu, P Chen, Y Yang, Y Li, W Lin
IEEE Transactions on Circuits and Systems for Video Technology, 2023
202023
AesCLIP: Multi-Attribute Contrastive Learning for Image Aesthetics Assessment
X Sheng, L Li, P Chen, J Wu, W Dong, Y Yang, L Xu, Y Li, G Shi
Proceedings of the 31st ACM International Conference on Multimedia, 1117-1126, 2023
182023
u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model
J Xu, L Xu, Y Yang, X Li, Y Xie, YJ Huang, Y Li
arXiv preprint arXiv:2311.05348, 2023
172023
Transductive aesthetic preference propagation for personalized image aesthetics assessment
Y Li, Y Yang, H Li, H Chen, L Xu, L Li, Y Li, Y Guo
Proceedings of the 30th ACM International Conference on Multimedia, 896-904, 2022
172022
Anchor-based knowledge embedding for image aesthetics assessment
L Li, T Zhi, G Shi, Y Yang, L Xu, Y Li, Y Guo
Neurocomputing 539, 126197, 2023
152023
A Survey for Foundation Models in Autonomous Driving
H Gao, Y Li, K Long, M Yang, Y Shen
arXiv preprint arXiv:2402.01105, 2024
142024
Idea: Increasing text diversity via online multi-label recognition for vision-language pre-training
X Huang, Y Zhang, Y Cheng, W Tian, R Zhao, R Feng, Y Zhang, Y Li, ...
Proceedings of the 30th ACM International Conference on Multimedia, 4573-4583, 2022
142022
On the efficacy of small self-supervised contrastive models without distillation signals
H Shi, Y Zhang, S Tang, W Zhu, Y Li, Y Guo, Y Zhuang
Proceedings of the AAAI Conference on Artificial Intelligence 36 (2), 2225-2234, 2022
142022
Psychology inspired model for hierarchical image aesthetic attribute prediction
L Li, J Duan, Y Yang, L Xu, Y Li, Y Guo
2022 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2022
122022
Knowledge-Guided Blind Image Quality Assessment With Few Training Samples
T Song, L Li, J Wu, Y Yang, Y Li, Y Guo, G Shi
IEEE Transactions on Multimedia, 2022
112022
Mosaic Representation Learning for Self-supervised Visual Pre-training
Z Wang, Z Chen, Y Li, Y Guo, J Yu, M Gong, T Liu
The Eleventh International Conference on Learning Representations, 2022
112022
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