no code implementations • 29 Nov 2024 • Wenbo Zhang, Lu Zhang, Ping Hu, Liqian Ma, Yunzhi Zhuge, Huchuan Lu
Injecting semantics into 3D Gaussian Splatting (3DGS) has recently garnered significant attention.
1 code implementation • 26 Nov 2024 • Yicheng Yang, Pengxiang Li, Lu Zhang, Liqian Ma, Ping Hu, Siyu Du, Yunzhi Zhuge, Xu Jia, Huchuan Lu
Extensive experiments demonstrate that DreamMix effectively balances identity preservation and attribute editability across various application scenarios, including object insertion, attribute editing, and small object inpainting.
no code implementations • 18 May 2024 • Tianhao Wei, Liqian Ma, Rui Chen, WeiYe Zhao, Changliu Liu
Our core insight is that a meta-control system can be built to automate the thought process that human experts use to design control systems.
1 code implementation • 24 Apr 2024 • Qinghe Wang, Baolu Li, Xiaomin Li, Bing Cao, Liqian Ma, Huchuan Lu, Xu Jia
In this work, we propose CharacterFactory, a framework that allows sampling new characters with consistent identities in the latent space of GANs for diffusion models.
1 code implementation • 29 Jan 2024 • Qinghe Wang, Xu Jia, Xiaomin Li, Taiqing Li, Liqian Ma, Yunzhi Zhuge, Huchuan Lu
We believe that the proposed StableIdentity is an important step to unify image, video, and 3D customized generation models.
no code implementations • 4 Oct 2023 • Siyuan Yang, Lu Zhang, Liqian Ma, Yu Liu, Jingjing Fu, You He
In this paper, we propose MagicRemover, a tuning-free method that leverages the powerful diffusion models for text-guided image inpainting.
no code implementations • ICCV 2023 • Lu Dai, Liqian Ma, Shenhan Qian, Hao liu, Ziwei Liu, Hui Xiong
Finally, how to generate diverse and plausible results from a 2D clothing image.
no code implementations • CVPR 2023 • Jianchuan Chen, Wentao Yi, Liqian Ma, Xu Jia, Huchuan Lu
The results demonstrate that our approach outperforms state-of-the-art methods in terms of novel view synthesis and geometric reconstruction.
no code implementations • 6 Dec 2022 • Jianchuan Chen, Wentao Yi, Tiantian Wang, Xing Li, Liqian Ma, Yangyu Fan, Huchuan Lu
The integrated features acting as the latent code are anchored to the SMPLX mesh in the canonical space.
no code implementations • 11 Oct 2022 • Peiye Zhuang, Liqian Ma, Oluwasanmi Koyejo, Alexander G. Schwing
Recent work on 3D-aware image synthesis has achieved compelling results using advances in neural rendering.
1 code implementation • 20 Jul 2022 • Shenhan Qian, Jiale Xu, Ziwei Liu, Liqian Ma, Shenghua Gao
We propose united implicit functions (UNIF), a part-based method for clothed human reconstruction and animation with raw scans and skeletons as the input.
no code implementations • 4 Apr 2022 • Liqian Ma, Lingjie Liu, Christian Theobalt, Luc van Gool
In addition, DDP is computationally more efficient than previous dense pose estimation methods, and it reduces jitters when applied to a video sequence, which is a problem plaguing the previous methods.
no code implementations • 4 Apr 2022 • Liqian Ma, Stamatios Georgoulis, Xu Jia, Luc van Gool
The ability to make educated predictions about their surroundings, and associate them with certain confidence, is important for intelligent systems, like autonomous vehicles and robots.
1 code implementation • Findings (ACL) 2021 • Zhihan Zhou, Liqian Ma, Han Liu
In this paper, we introduce an event-driven trading strategy that predicts stock movements by detecting corporate events from news articles.
no code implementations • ECCV 2020 • Liqian Ma, Zhe Lin, Connelly Barnes, Alexei A. Efros, Jingwan Lu
Due to the ubiquity of smartphones, it is popular to take photos of one's self, or "selfies."
no code implementations • 18 Apr 2019 • Liqian Ma, Qianru Sun, Bernt Schiele, Luc van Gool
Image-to-image (I2I) translation is a pixel-level mapping that requires a large number of paired training data and often suffers from the problems of high diversity and strong category bias in image scenes.
no code implementations • 5 Dec 2018 • Kaili Wang, Liqian Ma, Jose Oramas, Luc van Gool, Tinne Tuytelaars
We address the problem of unpaired geometric image-to-image translation.
no code implementations • ICLR 2019 • Liqian Ma, Xu Jia, Stamatios Georgoulis, Tinne Tuytelaars, Luc van Gool
Experimental results on various datasets show that EGSC-IT does not only translate the source image to diverse instances in the target domain, but also preserves the semantic consistency during the process.
1 code implementation • CVPR 2018 • Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc van Gool, Bernt Schiele, Mario Fritz
Generating novel, yet realistic, images of persons is a challenging task due to the complex interplay between the different image factors, such as the foreground, background and pose information.
Ranked #2 on
Gesture-to-Gesture Translation
on Senz3D
no code implementations • CVPR 2018 • Qianru Sun, Liqian Ma, Seong Joon Oh, Luc van Gool, Bernt Schiele, Mario Fritz
As more and more personal photos are shared online, being able to obfuscate identities in such photos is becoming a necessity for privacy protection.
2 code implementations • NeurIPS 2017 • Liqian Ma, Xu Jia, Qianru Sun, Bernt Schiele, Tinne Tuytelaars, Luc van Gool
This paper proposes the novel Pose Guided Person Generation Network (PG$^2$) that allows to synthesize person images in arbitrary poses, based on an image of that person and a novel pose.
Ranked #3 on
Gesture-to-Gesture Translation
on Senz3D
2 code implementations • 9 May 2016 • Liqian Ma, Hong Liu, Liang Hu, Can Wang, Qianru Sun
Experimental results on three public datasets and two proposed datasets demonstrate the superiority of the proposed approach, indicating the effectiveness of body structure and orientation information for improving re-identification performance.
no code implementations • 21 Mar 2016 • Liqian Ma, Jue Wang, Eli Shechtman, Kalyan Sunkavalli, Shi-Min Hu
In this work we propose a fully automatic shadow region harmonization approach that improves the appearance compatibility of the de-shadowed region as typically produced by previous methods.