1 code implementation • 16 Feb 2025 • Bowen Jiang, Yuan Yuan, Xinyi Bai, Zhuoqun Hao, Alyson Yin, Yaojie Hu, Wenyu Liao, Lyle Ungar, Camillo J. Taylor
This work demonstrates that diffusion models can achieve font-controllable multilingual text rendering using just raw images without font label annotations.
no code implementations • 26 Sep 2024 • Elliot L. Epstein, Kaisheng Yao, Jing Li, Xinyi Bai, Hamid Palangi
When all the instructions are also appended to the end of the model input context, the $\operatorname{PIF}$ metric improves by 22. 3 points on average, showing that the challenge with the task lies not only in following the instructions, but also in retrieving the instructions spread out in the model context.
no code implementations • 15 Sep 2024 • Xin Wang, Xinyi Bai
To be specific, relative position self-attention obtains the overall semantic pairwise correlation related to word position, and contextualized graph convolutional networks capture rich intra-sentence dependencies between words by adequately pruning operations.
no code implementations • 1 Sep 2024 • Xinyi Bai
Constituency parsing involves analyzing a sentence by breaking it into sub-phrases, or constituents.
1 code implementation • 1 Jun 2024 • Bowen Jiang, Yangxinyu Xie, Xiaomeng Wang, Yuan Yuan, Zhuoqun Hao, Xinyi Bai, Weijie J. Su, Camillo J. Taylor, Tanwi Mallick
This work discusses how to build more rational language and multimodal agents and what criteria define rationality in intelligent systems.
1 code implementation • 15 Dec 2023 • Pegah Jandaghi, XiangHai Sheng, Xinyi Bai, Jay Pujara, Hakim Sidahmed
Training Natural Language Processing (NLP) models on a diverse and comprehensive persona-based dataset can lead to conversational models that create a deeper connection with the user, and maintain their engagement.
no code implementations • 17 Aug 2023 • Lu Yang, Zhenglun Kong, Ting Li, Xinyi Bai, Zhiye Lin, Hong Cheng
Traditional image stitching focuses on a single panorama frame without considering the spatial-temporal consistency in videos.
no code implementations • 12 Jul 2023 • Xinyi Bai, Ze Wang, Lu Yang, Hong Cheng
The virtual viewpoint is perceived as a new technique in virtual navigation, as yet not supported due to the lack of depth information and obscure camera parameters.
no code implementations • 11 Jul 2023 • Xinyi Bai, Steffi Agino Priyanka, Hsiao-Jung Tung, Yuankai Wang
In this paper, a bio-inspired image enhancement algorithm is proposed to convert a low illuminance image to a brighter and clear one.