Causal reasoning meets visual representation learning: A prospective study

Y Liu, YS Wei, H Yan, GB Li, L Lin - Machine Intelligence Research, 2022 - Springer
Visual representation learning is ubiquitous in various real-world applications, including
visual comprehension, video understanding, multi-modal analysis, human-computer …

Contrastive language-image pre-training with knowledge graphs

X Pan, T Ye, D Han, S Song… - Advances in Neural …, 2022 - proceedings.neurips.cc
Recent years have witnessed the fast development of large-scale pre-training frameworks
that can extract multi-modal representations in a unified form and achieve promising …

Toward quantifiable face age transformation under attribute unbias

L Lin, T Wang, H Liu, C Zhu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Previous works condition aging patterns utilizing one-hot or artificial predefined distributions.
Nevertheless, different age groups show different intraclass variations. This property made it …

[CITAT][C] Causal Reasoning with Visual Representation Learning: A Prospective Study

Y Liu, Y Wei, H Yan, G Li, L Lin