Search Results for author: Xue Song

Found 3 papers, 1 papers with code

Doubly Abductive Counterfactual Inference for Text-based Image Editing

1 code implementation5 Mar 2024 Xue Song, Jiequan Cui, Hanwang Zhang, Jingjing Chen, Richang Hong, Yu-Gang Jiang

Through the lens of the formulation, we find that the crux of TBIE is that existing techniques hardly achieve a good trade-off between editability and fidelity, mainly due to the overfitting of the single-image fine-tuning.

counterfactual Counterfactual Inference +2

Transferability Estimation Based On Principal Gradient Expectation

no code implementations29 Nov 2022 Huiyan Qi, Lechao Cheng, Jingjing Chen, Yue Yu, Xue Song, Zunlei Feng, Yu-Gang Jiang

Transfer learning aims to improve the performance of target tasks by transferring knowledge acquired in source tasks.

Transfer Learning

Text-driven Video Prediction

no code implementations6 Oct 2022 Xue Song, Jingjing Chen, Bin Zhu, Yu-Gang Jiang

Specifically, appearance and motion components are provided by the image and caption separately.

Causal Inference Video Generation +1

Cannot find the paper you are looking for? You can Submit a new open access paper.