no code implementations • ECCV 2020 • Haitian Zheng, Haofu Liao, Lele Chen, Wei Xiong, Tianlang Chen, Jiebo Luo
Example-guided image synthesis has recently been attempted to synthesize an image from a semantic label map and an exemplary image.
1 code implementation • 18 Jan 2024 • Shengjie Luo, Tianlang Chen, Aditi S. Krishnapriyan
We mathematically connect the commonly used Clebsch-Gordan coefficients to the Gaunt coefficients, which are integrals of products of three spherical harmonics.
1 code implementation • 4 Oct 2022 • Shengjie Luo, Tianlang Chen, Yixian Xu, Shuxin Zheng, Tie-Yan Liu, LiWei Wang, Di He
To achieve this goal, in this work, we develop a novel Transformer-based Molecular model called Transformer-M, which can take molecular data of 2D or 3D formats as input and generate meaningful semantic representations.
Ranked #4 on Graph Regression on PCQM4Mv2-LSC
1 code implementation • 14 Jun 2022 • Jiajun Deng, Zhengyuan Yang, Daqing Liu, Tianlang Chen, Wengang Zhou, Yanyong Zhang, Houqiang Li, Wanli Ouyang
For another, we devise Language Conditioned Vision Transformer that removes external fusion modules and reuses the uni-modal ViT for vision-language fusion at the intermediate layers.
no code implementations • 20 May 2021 • Yuxiao Chen, Jianbo Yuan, Long Zhao, Tianlang Chen, Rui Luo, Larry Davis, Dimitris N. Metaxas
Cross-modal attention mechanisms have been widely applied to the image-text matching task and have achieved remarkable improvements thanks to its capability of learning fine-grained relevance across different modalities.
2 code implementations • ICCV 2021 • Jiajun Deng, Zhengyuan Yang, Tianlang Chen, Wengang Zhou, Houqiang Li
In this paper, we present a neat yet effective transformer-based framework for visual grounding, namely TransVG, to address the task of grounding a language query to the corresponding region onto an image.
Ranked #14 on Referring Expression Comprehension on RefCOCO
1 code implementation • ECCV 2020 • Zhengyuan Yang, Tianlang Chen, Li-Wei Wang, Jiebo Luo
We improve one-stage visual grounding by addressing current limitations on grounding long and complex queries.
no code implementations • 22 Jun 2020 • Jie An, Tianlang Chen, Songyang Zhang, Jiebo Luo
This work proposes a novel framework consisting of a reference image retrieval step and a global sentiment transfer step to transfer sentiments of images according to a given sentiment tag.
no code implementations • 19 Jun 2020 • Tianlang Chen, Wei Xiong, Haitian Zheng, Jiebo Luo
In this paper, we propose an effective and flexible framework that performs image sentiment transfer at the object level.
no code implementations • 18 Apr 2020 • Haitian Zheng, Haofu Liao, Lele Chen, Wei Xiong, Tianlang Chen, Jiebo Luo
Example-guided image synthesis has recently been attempted to synthesize an image from a semantic label map and an exemplary image.
1 code implementation • ECCV 2020 • Tianlang Chen, Jiajun Deng, Jiebo Luo
For each image or text anchor in a training mini-batch, the model is trained to distinguish between a positive and the most confusing negative of the anchor mined from the mini-batch (i. e. online hard negative).
1 code implementation • 24 Feb 2020 • Tianlang Chen, Chen Fang, Xiaohui Shen, Yiheng Zhu, Zhili Chen, Jiebo Luo
In this work, we propose a new solution to 3D human pose estimation in videos.
Ranked #11 on Monocular 3D Human Pose Estimation on Human3.6M
no code implementations • 20 Feb 2020 • Tianlang Chen, Jiebo Luo
Existing image-text matching approaches typically infer the similarity of an image-text pair by capturing and aggregating the affinities between the text and each independent object of the image.
no code implementations • 13 Dec 2019 • Zhengyuan Yang, Tushar Kumar, Tianlang Chen, Jinsong Su, Jiebo Luo
In this paper, we study Tracking by Language that localizes the target box sequence in a video based on a language query.
no code implementations • 27 Nov 2019 • Haitian Zheng, Haofu Liao, Lele Chen, Wei Xiong, Tianlang Chen, Jiebo Luo
Example-guided image synthesis has been recently attempted to synthesize an image from a semantic label map and an exemplary image.
no code implementations • ICCV 2019 • Tianlang Chen, Zhaowen Wang, Ning Xu, Hailin Jin, Jiebo Luo
In this paper, we address the problem of large-scale tag-based font retrieval which aims to bring semantics to the font selection process and enable people without expert knowledge to use fonts effectively.
no code implementations • ECCV 2018 • Tianlang Chen, Zhongping Zhang, Quanzeng You, Chen Fang, Zhaowen Wang, Hailin Jin, Jiebo Luo
It uses two groups of matrices to capture the factual and stylized knowledge, respectively, and automatically learns the word-level weights of the two groups based on previous context.
no code implementations • 10 Jul 2018 • Tianlang Chen, Zhongping Zhang, Quanzeng You, Chen Fang, Zhaowen Wang, Hailin Jin, Jiebo Luo
It uses two groups of matrices to capture the factual and stylized knowledge, respectively, and automatically learns the word-level weights of the two groups based on previous context.
no code implementations • 14 Nov 2016 • Honglin Zheng, Tianlang Chen, Jiebo Luo
The experiments on a representative image emotion dataset have shown interesting correlation between saliency and sentiment in different scene types and in turn shed light on the mechanism of visual sentiment evocation.