no code implementations • ECCV 2020 • Runtao Liu, Qian Yu, Stella X. Yu
Humans can envision a realistic photo given a free-hand sketch that is not only spatially imprecise and geometrically distorted but also without colors and visual details.
2 code implementations • 11 Apr 2024 • Runtao Liu, Ashkan Khakzar, Jindong Gu, Qifeng Chen, Philip Torr, Fabio Pizzati
Hence, we propose Latent Guard, a framework designed to improve safety measures in text-to-image generation.
no code implementations • 13 Mar 2024 • Renjie Pi, Tianyang Han, Wei Xiong, Jipeng Zhang, Runtao Liu, Rui Pan, Tong Zhang
To mitigate this issue, we propose Bootstrapped Preference Optimization (BPO), which conducts preference learning with datasets containing negative responses bootstrapped from the model itself.
Ranked #32 on Visual Question Answering on MM-Vet
1 code implementation • NeurIPS 2021 • Runtao Liu, Zhirong Wu, Stella X. Yu, Stephen Lin
Our model starts with two separate pathways: an appearance pathway that outputs feature-based region segmentation for a single image, and a motion pathway that outputs motion features for a pair of images.
Ranked #7 on Unsupervised Object Segmentation on FBMS-59
1 code implementation • 17 Jun 2020 • Jiayun Wang, Jierui Lin, Qian Yu, Runtao Liu, Yubei Chen, Stella X. Yu
Additionally, we propose a sketch standardization module to handle different sketch distortions and styles.
1 code implementation • 18 Sep 2019 • Runtao Liu, Qian Yu, Stella Yu
Humans can envision a realistic photo given a free-hand sketch that is not only spatially imprecise and geometrically distorted but also without colors and visual details.
3 code implementations • CVPR 2019 • Runtao Liu, Chenxi Liu, Yutong Bai, Alan Yuille
Yet there has been evidence that current benchmark datasets suffer from bias, and current state-of-the-art models cannot be easily evaluated on their intermediate reasoning process.
Ranked #1 on Referring Expression Segmentation on CLEVR-Ref+
no code implementations • 7 Mar 2017 • Wenhao Zhang, Liangcai Gao, Runtao Liu
The models are built on the source images are using the Caffe [4] framework.