no code implementations • ECCV 2020 • Shuchen Weng, Wenbo Li, Dawei Li, Hongxia Jin, Boxin Shi
We study conditional image repainting where a model is trained to generate visual content conditioned on user inputs, and composite the generated content seamlessly onto a user provided image while preserving the semantics of users' inputs.
1 code implementation • 12 Apr 2023 • Wei Ji, Jingjing Li, Qi Bi, TingWei Liu, Wenbo Li, Li Cheng
Recently, Meta AI Research approaches a general, promptable Segment Anything Model (SAM) pre-trained on an unprecedentedly large segmentation dataset (SA-1B).
no code implementations • 16 Mar 2023 • Wenqian Zhao, Qi Sun, Yang Bai, Wenbo Li, Haisheng Zheng, Bei Yu, Martin D. F. Wong
Recent years have witnessed impressive progress in super-resolution (SR) processing.
no code implementations • 14 Mar 2023 • Yiming Tan, Dehai Min, Yu Li, Wenbo Li, Nan Hu, Yongrui Chen, Guilin Qi
As ChatGPT covers resources such as Wikipedia and supports natural language question answering, it has garnered attention as a potential replacement for traditional knowledge based question answering (KBQA) models.
Ranked #1 on Question Answering on GraphQuestions
1 code implementation • CVPR 2023 • Kun Zhou, Wenbo Li, Yi Wang, Tao Hu, Nianjuan Jiang, Xiaoguang Han, Jiangbo Lu
Neural radiance fields (NeRF) show great success in novel view synthesis.
1 code implementation • 8 Mar 2023 • Shaoteng Liu, Yuechen Zhang, Wenbo Li, Zhe Lin, Jiaya Jia
This paper presents Video-P2P, a novel framework for real-world video editing with cross-attention control.
no code implementations • 21 Dec 2022 • Shengju Qian, Yi Zhu, Wenbo Li, Mu Li, Jiaya Jia
The architecture of transformers, which recently witness booming applications in vision tasks, has pivoted against the widespread convolutional paradigm.
2 code implementations • 6 Dec 2022 • Wenbo Li, Xin Yu, Kun Zhou, Yibing Song, Zhe Lin, Jiaya Jia
To achieve high-quality results with low computational cost, we present a novel pixel spread model (PSM) that iteratively employs decoupled probabilistic modeling, combining the optimization efficiency of GANs with the prediction tractability of probabilistic models.
no code implementations • 25 Nov 2022 • Kun Zhou, Kenkun Liu, Wenbo Li, Xiaoguang Han, Jiangbo Lu
To address those issues, we propose a novel mutual guidance network (MGN) to perform effective bidirectional global-local information exchange while keeping a compact architecture.
1 code implementation • 20 Jul 2022 • Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Jiajun Shen, Jia Li, Xiaojuan Qi
With the rapid development of mobile devices, modern widely-used mobile phones typically allow users to capture 4K resolution (i. e., ultra-high-definition) images.
Ranked #1 on Image Restoration on UHDM
1 code implementation • CVPR 2022 • Peng Dai, Xin Yu, Lan Ma, Baoheng Zhang, Jia Li, Wenbo Li, Jiajun Shen, Xiaojuan Qi
Moire patterns, appearing as color distortions, severely degrade image and video qualities when filming a screen with digital cameras.
1 code implementation • CVPR 2022 • Wenbo Li, Zhe Lin, Kun Zhou, Lu Qi, Yi Wang, Jiaya Jia
Recent studies have shown the importance of modeling long-range interactions in the inpainting problem.
Ranked #1 on Image Inpainting on CelebA-HQ
no code implementations • CVPR 2023 • Kun Zhou, Wenbo Li, Xiaoguang Han, Jiangbo Lu
Without the bells and whistles, our plug-and-play TCL is capable of improving the performance of existing VFI frameworks.
Ranked #1 on Video Frame Interpolation on Vimeo90K
no code implementations • CVPR 2022 • Luwei Yang, Rakesh Shrestha, Wenbo Li, Shuaicheng Liu, Guofeng Zhang, Zhaopeng Cui, Ping Tan
Standard visual localization methods build a priori 3D model of a scene which is used to establish correspondences against the 2D keypoints in a query image.
1 code implementation • 19 Dec 2021 • Wenbo Li, Xin Lu, Shengju Qian, Jiangbo Lu, Xiangyu Zhang, Jiaya Jia
Pre-training has marked numerous state of the arts in high-level computer vision, while few attempts have ever been made to investigate how pre-training acts in image processing systems.
1 code implementation • CVPR 2022 • Kun Zhou, Wenbo Li, Liying Lu, Xiaoguang Han, Jiangbo Lu
Long-range temporal alignment is critical yet challenging for video restoration tasks.
Ranked #1 on Video Super-Resolution on Vimeo-90K
no code implementations • 23 Nov 2021 • Yifan Chang, Wenbo Li, Jian Peng, Bo Tang, Yu Kang, Yinjie Lei, Yuanmiao Gui, Qing Zhu, Yu Liu, Haifeng Li
Different from previous reviews that mainly focus on the catastrophic forgetting phenomenon in CL, this paper surveys CL from a more macroscopic perspective based on the Stability Versus Plasticity mechanism.
no code implementations • 21 Nov 2021 • Jian Peng, Xian Sun, Min Deng, Chao Tao, Bo Tang, Wenbo Li, Guohua Wu, QingZhu, Yu Liu, Tao Lin, Haifeng Li
This paper presents a learning model by active forgetting mechanism with artificial neural networks.
1 code implementation • CVPR 2021 • Liying Lu, Wenbo Li, Xin Tao, Jiangbo Lu, Jiaya Jia
Therefore, high-quality correspondence matching is critical.
2 code implementations • NeurIPS 2020 • Wenbo Li, Kun Zhou, Lu Qi, Nianjuan Jiang, Jiangbo Lu, Jiaya Jia
Single image super-resolution (SISR) deals with a fundamental problem of upsampling a low-resolution (LR) image to its high-resolution (HR) version.
no code implementations • 30 Apr 2021 • Yichen Zhang, Zeyang Song, Wenbo Li
Data augmentation has always been an effective way to overcome overfitting issue when the dataset is small.
2 code implementations • 29 Mar 2021 • Wenbo Li, Kun Zhou, Lu Qi, Liying Lu, Nianjuan Jiang, Jiangbo Lu, Jiaya Jia
We consider the single image super-resolution (SISR) problem, where a high-resolution (HR) image is generated based on a low-resolution (LR) input.
no code implementations • 3 Oct 2020 • Yi Wei, Zhe Gan, Wenbo Li, Siwei Lyu, Ming-Ching Chang, Lei Zhang, Jianfeng Gao, Pengchuan Zhang
We present Mask-guided Generative Adversarial Network (MagGAN) for high-resolution face attribute editing, in which semantic facial masks from a pre-trained face parser are used to guide the fine-grained image editing process.
1 code implementation • ECCV 2020 • Wenbo Li, Xin Tao, Taian Guo, Lu Qi, Jiangbo Lu, Jiaya Jia
Motivated by these findings, we propose a temporal multi-correspondence aggregation strategy to leverage similar patches across frames, and a cross-scale nonlocal-correspondence aggregation scheme to explore self-similarity of images across scales.
no code implementations • 16 Jul 2020 • Teng Liu, Xiaolin Tang, Jinwei Zhang, Wenbo Li, Zejian Deng, Yalian Yang
As a typical vehicle-cyber-physical-system (V-CPS), connected automated vehicles attracted more and more attention in recent years.
no code implementations • 22 May 2020 • Yuhang Song, Wenbo Li, Lei Zhang, Jianwei Yang, Emre Kiciman, Hamid Palangi, Jianfeng Gao, C. -C. Jay Kuo, Pengchuan Zhang
We study in this paper the problem of novel human-object interaction (HOI) detection, aiming at improving the generalization ability of the model to unseen scenarios.
no code implementations • 26 Apr 2020 • Wenbo Li, Yaodong Cui, Yintao Ma, Xingxin Chen, Guofa Li, Gang Guo, Dongpu Cao
In this paper, we introduce a new dataset, the driver emotion facial expression (DEFE) dataset, for driver spontaneous emotions analysis.
no code implementations • 27 Jan 2020 • Jie Chen, Haozhe Huang, Jian Peng, Jiawei Zhu, Li Chen, Wenbo Li, Binyu Sun, Haifeng Li
The feature-learning procedure of CNN largely depends on the architecture of CNN.
1 code implementation • CVPR 2019 • Wenbo Li, Pengchuan Zhang, Lei Zhang, Qiuyuan Huang, Xiaodong He, Siwei Lyu, Jianfeng Gao
In this paper, we propose Object-driven Attentive Generative Adversarial Newtorks (Obj-GANs) that allow object-centered text-to-image synthesis for complex scenes.
7 code implementations • 1 Jan 2019 • Wenbo Li, Zhicheng Wang, Binyi Yin, Qixiang Peng, Yuming Du, Tianzi Xiao, Gang Yu, Hongtao Lu, Yichen Wei, Jian Sun
Existing pose estimation approaches fall into two categories: single-stage and multi-stage methods.
Ranked #1 on Pose Estimation on COCO minival
no code implementations • 6 Nov 2018 • Wenbo Li, Longyin Wen, Xiao Bian, Siwei Lyu
Video style transfer is a useful component for applications such as augmented reality, non-photorealistic rendering, and interactive games.
no code implementations • 3 Jul 2018 • Wenbo Li, Ming-Ching Chang, Siwei Lyu
We present a bootstrapping framework to simultaneously improve multi-person tracking and activity recognition at individual, interaction and social group activity levels.
no code implementations • 20 May 2018 • Shuchen Weng, Wenbo Li, Yi Zhang, Siwei Lyu
Inspired by the dual-stream hypothesis in neural science, we propose a novel dual-stream framework for modeling the interweaved spatiotemporal dependency, and develop a convolutional neural network within this framework that aims to achieve high adaptability and flexibility in STS configurations from various diagonals, i. e., sequential order, dependency range and features.
no code implementations • The IEEE International Conference on Computer Vision (ICCV), 2017 2017 • Wenbo Li, Longyin Wen, Ming-Ching Chang, Ser Nam Lim, Siwei Lyu
The RNNs in RNN-T are co-trained with the action category hierarchy, which determines the structure of RNN-T.
Ranked #86 on Skeleton Based Action Recognition on NTU RGB+D
no code implementations • 19 Oct 2016 • Fengwei Yu, Wenbo Li, Quanquan Li, Yu Liu, Xiaohua Shi, Junjie Yan
In this paper, we explore the high-performance detection and deep learning based appearance feature, and show that they lead to significantly better MOT results in both online and offline setting.
no code implementations • ICCV 2015 • Wenbo Li, Longyin Wen, Mooi Choo Chuah, Siwei Lyu
In this paper, we propose the category-blind human recognition method (CHARM) which can recognize a human action without making assumptions of the action category.
no code implementations • CVPR 2014 • Longyin Wen, Wenbo Li, Junjie Yan, Zhen Lei, Dong Yi, Stan Z. Li
Multi-target tracking is an interesting but challenging task in computer vision field.