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- affiliation: Nanyang Technological University, Singapore
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2020 – today
- 2024
[j47]Yuenan Hou
, Zheng Ma, Chunxiao Liu, Zhe Wang, Chen Change Loy:
Network pruning via resource reallocation. Pattern Recognit. 145: 109886 (2024)- 2023
- [j46]Yuhang Zang, Kaiyang Zhou, Chen Huang, Chen Change Loy:
Semi-Supervised and Long-Tailed Object Detection with CascadeMatch. Int. J. Comput. Vis. 131(4): 987-1001 (2023) - [j45]Kaiyang Zhou, Chen Change Loy, Ziwei Liu:
Semi-Supervised Domain Generalization with Stochastic StyleMatch. Int. J. Comput. Vis. 131(9): 2377-2387 (2023) - [j44]Kelvin C. K. Chan, Xiangyu Xu, Xintao Wang, Jinwei Gu, Chen Change Loy:
GLEAN: Generative Latent Bank for Image Super-Resolution and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3154-3168 (2023) - [j43]Kaiyang Zhou, Ziwei Liu, Yu Qiao, Tao Xiang, Chen Change Loy:
Domain Generalization: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4396-4415 (2023) - [j42]Yuming Jiang, Kelvin C. K. Chan, Xintao Wang, Chen Change Loy, Ziwei Liu:
Reference-Based Image and Video Super-Resolution via $C^{2}$-Matching. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 8874-8887 (2023) - [j41]Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy:
GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 11869-11883 (2023) - [j40]Li Siyao, Weijiang Yu, Tianpei Gu, Chunze Lin, Quan Wang, Chen Qian, Chen Change Loy, Ziwei Liu:
Bailando++: 3D Dance GPT With Choreographic Memory. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14192-14207 (2023) - [j39]Guodong Xu, Ziwei Liu, Chen Change Loy:
Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup. Pattern Recognit. 138: 109338 (2023) - [j38]Linsen Song, Wayne Wu, Chaoyou Fu, Chen Change Loy, Ran He:
Audio-Driven Dubbing for User Generated Contents via Style-Aware Semi-Parametric Synthesis. IEEE Trans. Circuits Syst. Video Technol. 33(3): 1247-1261 (2023) - [c188]Jianyi Wang, Kelvin C. K. Chan, Chen Change Loy:
Exploring CLIP for Assessing the Look and Feel of Images. AAAI 2023: 2555-2563 - [c187]Chongyi Li, Chunle Guo, Shangchen Zhou, Qiming Ai, Ruicheng Feng, Chen Change Loy:
FlexiCurve: Flexible Piecewise Curves Estimation for Photo Retouching. CVPR Workshops 2023: 1092-1101 - [c186]Qixin Yan, Chunle Guo, Jixin Zhao, Yuekun Dai, Chen Change Loy, Chongyi Li:
BeautyREC: Robust, Efficient, and Component-Specific Makeup Transfer. CVPR Workshops 2023: 1102-1110 - [c185]Yuekun Dai, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Qingpeng Zhu, Qianhui Sun, Wenxiu Sun, Chen Change Loy, Jinwei Gu, Shuai Liu, Hao Wang, Chaoyu Feng, Luyang Wang, Guangqi Shao, Chenguang Zhang, Xiaotao Wang, Lei Lei, Dafeng Zhang, Xiangyu Kong, Guanqun Liu, Mengmeng Bai, Jia Ouyang, Xiaobing Wang, Jiahui Yuan, Xinpeng Li, Chengzhi Jiang, Ting Jiang, Wenjie Lin, Qi Wu, Mingyan Han, Jinting Luo, Lei Yu, Haoqiang Fan, Shuaicheng Liu, Bo Yan, Zhuang Li, Yadong Li, Hongbin Wang, Soonyong Song, Minghan Fu, Rayyan Azam Khan, Fang-Xiang Wu, Zhao Zhang, Suiyi Zhao, Huan Zheng, Yangcheng Gao, Yanyan Wei, Jiahuan Ren, Bo Wang, Yan Luo, Shuaibo Gao, Wenhui Wu, Sicong Kang, Nikhil Akalwadi, Ankit Raichur, Vinod Patil, Allabakash Ghodesawar, Swaroop Adrashyappanamath, Amogh Joshi, Chaitra Desai, Ramesh Ashok Tabib, Ujwala Patil, Uma Mudenagudi, Sicheng Li, Ruoxi Zhu, Jiazheng Lian, Shusong Xu, Zihao Liu, Sabari Nathan, Priya Kansal:
MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results. CVPR Workshops 2023: 2853-2863 - [c184]Qingpeng Zhu, Wenxiu Sun, Yuekun Dai, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Qianhui Sun, Chen Change Loy, Jinwei Gu, Yi Yu, Yangke Huang, Kang Zhang, Meiya Chen, Yu Wang, Yongchao Li, Hao Jiang, Amrit Kumar Muduli, Vikash Kumar, Kunal Swami, Pankaj Kumar Bajpai, Yunchao Ma, Jiajun Xiao, Zhi Ling:
MIPI 2023 Challenge on RGB+ToF Depth Completion: Methods and Results. CVPR Workshops 2023: 2864-2870 - [c183]Qianhui Sun, Qingyu Yang, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Yuekun Dai, Wenxiu Sun, Qingpeng Zhu, Chen Change Loy, Jinwei Gu, Hongyuan Yu, Yuqing Liu, Weichen Yu, Lin Ge, Xiaolin Zhang, Qi Jia, Heng Zhang, Xuanwu Yin, Kunlong Zuo, Qi Wu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Mingyan Han, Xinpeng Li, Jinting Luo, Lei Yu, Haoqiang Fan, Shuaicheng Liu, Kunyu Wang, Chengzhi Cao, Yuanshen Guan, Jiyuan Xia, Ruikang Xu, Mingde Yao, Zhiwei Xiong:
MIPI 2023 Challenge on RGBW Fusion: Methods and Results. CVPR Workshops 2023: 2871-2877 - [c182]Qianhui Sun, Qingyu Yang, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Yuekun Dai, Wenxiu Sun, Qingpeng Zhu, Chen Change Loy, Jinwei Gu, Yuqing Liu, Hongyuan Yu, Weichen Yu, Zhen Dong, Binnan Han, Qi Jia, Xuanwu Yin, Kunlong Zuo, Yaqi Wu, Zhihao Fan, Fanqing Meng, Xun Wu, Jiawei Zhang, Feng Zhang, Mingyan Han, Jinting Luo, Qi Wu, Ting Jiang, Chengzhi Jiang, Wenjie Lin, Xinpeng Li, Lei Yu, Haoqiang Fan, Shuaicheng Liu:
MIPI 2023 Challenge on RGBW Remosaic: Methods and Results. CVPR Workshops 2023: 2878-2885 - [c181]Ruicheng Feng, Chongyi Li, Huaijin Chen, Shuai Li, Jinwei Gu, Chen Change Loy:
Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera. CVPR 2023: 5013-5022 - [c180]Xiaoming Li, Wangmeng Zuo, Chen Change Loy:
Learning Generative Structure Prior for Blind Text Image Super-resolution. CVPR 2023: 10103-10113 - [c179]Jianhui Yu, Hao Zhu, Liming Jiang, Chen Change Loy, Weidong Cai, Wayne Wu:
CelebV-Text: A Large-Scale Facial Text-Video Dataset. CVPR 2023: 14805-14814 - [c178]Wei Li, Jiahao Xie, Chen Change Loy:
Correlational Image Modeling for Self-Supervised Visual Pre-Training. CVPR 2023: 15105-15115 - [c177]Size Wu, Wenwei Zhang, Sheng Jin, Wentao Liu, Chen Change Loy:
Aligning Bag of Regions for Open-Vocabulary Object Detection. CVPR 2023: 15254-15264 - [c176]Zeren Chen, Gengshi Huang, Wei Li, Jianing Teng, Kun Wang, Jing Shao, Chen Change Loy, Lu Sheng:
Siamese DETR. CVPR 2023: 15722-15731 - [c175]Jingkang Yang, Wenxuan Peng, Xiangtai Li, Zujin Guo, Liangyu Chen, Bo Li, Zheng Ma, Kaiyang Zhou, Wayne Zhang, Chen Change Loy, Ziwei Liu:
Panoptic Video Scene Graph Generation. CVPR 2023: 18675-18685 - [c174]Yuekun Dai, Yihang Luo, Shangchen Zhou, Chongyi Li, Chen Change Loy:
Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior. CVPR 2023: 20783-20791 - [c173]Yushi Lan, Xuyi Meng, Shuai Yang, Chen Change Loy, Bo Dai:
Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion. CVPR 2023: 20940-20949 - [c172]Jiahao Xie, Wei Li, Xiaohang Zhan, Ziwei Liu, Yew-Soon Ong, Chen Change Loy:
Masked Frequency Modeling for Self-Supervised Visual Pre-Training. ICLR 2023 - [c171]Chongyi Li, Chun-Le Guo, Man Zhou, Zhexin Liang, Shangchen Zhou, Ruicheng Feng, Chen Change Loy:
Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement. ICLR 2023 - [i239]Jianzong Wu, Xiangtai Li, Henghui Ding, Xia Li, Guangliang Cheng, Yunhai Tong, Chen Change Loy:
Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation. CoRR abs/2301.00805 (2023) - [i238]Chongyi Li, Chunle Guo, Man Zhou, Zhexin Liang, Shangchen Zhou, Ruicheng Feng, Chen Change Loy:
Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement. CoRR abs/2302.11831 (2023) - [i237]Size Wu, Wenwei Zhang, Sheng Jin, Wentao Liu, Chen Change Loy:
Aligning Bag of Regions for Open-Vocabulary Object Detection. CoRR abs/2302.13996 (2023) - [i236]Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy:
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces. CoRR abs/2303.06146 (2023) - [i235]Wei Li, Jiahao Xie, Chen Change Loy:
Correlational Image Modeling for Self-Supervised Visual Pre-Training. CoRR abs/2303.12670 (2023) - [i234]Xiangtai Li, Haobo Yuan, Wenwei Zhang, Guangliang Cheng, Jiangmiao Pang, Chen Change Loy:
Tube-Link: A Flexible Cross Tube Baseline for Universal Video Segmentation. CoRR abs/2303.12782 (2023) - [i233]Quanzhou Li, Jingbo Wang, Chen Change Loy, Bo Dai:
Task-Oriented Human-Object Interactions Generation with Implicit Neural Representations. CoRR abs/2303.13129 (2023) - [i232]Zeqi Xiao, Wenwei Zhang, Tai Wang, Chen Change Loy, Dahua Lin, Jiangmiao Pang:
Position-Guided Point Cloud Panoptic Segmentation Transformer. CoRR abs/2303.13509 (2023) - [i231]Jianhui Yu, Hao Zhu, Liming Jiang, Chen Change Loy, Weidong Cai, Wayne Wu:
CelebV-Text: A Large-Scale Facial Text-Video Dataset. CoRR abs/2303.14717 (2023) - [i230]Xiaoming Li, Wangmeng Zuo, Chen Change Loy:
Learning Generative Structure Prior for Blind Text Image Super-resolution. CoRR abs/2303.14726 (2023) - [i229]Yuekun Dai, Yihang Luo, Shangchen Zhou, Chongyi Li, Chen Change Loy:
Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior. CoRR abs/2303.15046 (2023) - [i228]Guangcong Wang, Zhaoxi Chen, Chen Change Loy, Ziwei Liu:
SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis. CoRR abs/2303.16196 (2023) - [i227]Zhexin Liang, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Chen Change Loy:
Iterative Prompt Learning for Unsupervised Backlit Image Enhancement. CoRR abs/2303.17569 (2023) - [i226]Zeren Chen, Gengshi Huang, Wei Li, Jianing Teng, Kun Wang, Jing Shao, Chen Change Loy, Lu Sheng:
Siamese DETR. CoRR abs/2303.18144 (2023) - [i225]Ruicheng Feng, Chongyi Li, Huaijin Chen, Shuai Li, Jinwei Gu, Chen Change Loy:
Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera. CoRR abs/2304.06019 (2023) - [i224]Yuming Jiang, Shuai Yang, Tong Liang Koh, Wayne Wu, Chen Change Loy, Ziwei Liu:
Text2Performer: Text-Driven Human Video Generation. CoRR abs/2304.08483 (2023) - [i223]Xiangtai Li, Henghui Ding, Wenwei Zhang, Haobo Yuan, Jiangmiao Pang, Guangliang Cheng, Kai Chen, Ziwei Liu, Chen Change Loy:
Transformer-Based Visual Segmentation: A Survey. CoRR abs/2304.09854 (2023) - [i222]Qianhui Sun, Qingyu Yang, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Yuekun Dai, Wenxiu Sun, Qingpeng Zhu, Chen Change Loy, Jinwei Gu:
MIPI 2023 Challenge on RGBW Fusion: Methods and Results. CoRR abs/2304.10089 (2023) - [i221]Qianhui Sun, Qingyu Yang, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Yuekun Dai, Wenxiu Sun, Qingpeng Zhu, Chen Change Loy, Jinwei Gu:
MIPI 2023 Challenge on RGBW Remosaic: Methods and Results. CoRR abs/2304.10551 (2023) - [i220]Qingpeng Zhu, Wenxiu Sun, Yuekun Dai, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Qianhui Sun, Chen Change Loy, Jinwei Gu, Yi Yu, Yangke Huang, Kang Zhang, Meiya Chen, Yu Wang, Yongchao Li, Hao Jiang, Amrit Kumar Muduli, Vikash Kumar, Kunal Swami, Pankaj Kumar Bajpai, Yunchao Ma, Jiajun Xiao, Zhi Ling:
MIPI 2023 Challenge on RGB+ToF Depth Completion: Methods and Results. CoRR abs/2304.13916 (2023) - [i219]Jianyi Wang, Zongsheng Yue, Shangchen Zhou, Kelvin C. K. Chan, Chen Change Loy:
Exploiting Diffusion Prior for Real-World Image Super-Resolution. CoRR abs/2305.07015 (2023) - [i218]Yidi Shao, Chen Change Loy, Bo Dai:
Towards Multi-Layered 3D Garments Animation. CoRR abs/2305.10418 (2023) - [i217]Dongwei Pan, Long Zhuo, Jingtan Piao, Huiwen Luo, Wei Cheng, Yuxin Wang, Siming Fan, Shengqi Liu, Lei Yang, Bo Dai, Ziwei Liu, Chen Change Loy, Chen Qian, Wayne Wu, Dahua Lin, Kwan-Yee Lin:
RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars. CoRR abs/2305.13353 (2023) - [i216]Yuekun Dai, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Qingpeng Zhu, Qianhui Sun, Wenxiu Sun, Chen Change Loy, Jinwei Gu:
MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results. CoRR abs/2305.13770 (2023) - [i215]Yuhang Zang, Kaiyang Zhou, Chen Huang, Chen Change Loy:
Semi-Supervised and Long-Tailed Object Detection with CascadeMatch. CoRR abs/2305.14813 (2023) - [i214]Yuhang Zang, Wei Li, Jun Han, Kaiyang Zhou, Chen Change Loy:
Contextual Object Detection with Multimodal Large Language Models. CoRR abs/2305.18279 (2023) - [i213]Yuekun Dai, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Yihang Luo, Chen Change Loy:
Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond. CoRR abs/2306.04236 (2023) - [i212]Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy:
GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation. CoRR abs/2306.04636 (2023) - [i211]Shuai Yang, Yifan Zhou, Ziwei Liu, Chen Change Loy:
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation. CoRR abs/2306.07954 (2023) - [i210]Zhongbin Fang, Xiangtai Li, Xia Li, Joachim M. Buhmann, Chen Change Loy, Mengyuan Liu:
Explore In-Context Learning for 3D Point Cloud Understanding. CoRR abs/2306.08659 (2023) - [i209]Haoying Li, Jixin Zhao, Shangchen Zhou, Huajun Feng, Chongyi Li, Chen Change Loy:
Adaptive Window Pruning for Efficient Local Motion Deblurring. CoRR abs/2306.14268 (2023) - [i208]Wei Cheng, Ruixiang Chen, Wanqi Yin, Siming Fan, Keyu Chen, Honglin He, Huiwen Luo, Zhongang Cai, Jingbo Wang, Yang Gao, Zhengming Yu, Zhengyu Lin, Daxuan Ren, Lei Yang, Ziwei Liu, Chen Change Loy, Chen Qian, Wayne Wu, Dahua Lin, Bo Dai, Kwan-Yee Lin:
DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering. CoRR abs/2307.10173 (2023) - [i207]Zongsheng Yue, Jianyi Wang, Chen Change Loy:
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting. CoRR abs/2307.12348 (2023) - [i206]Henghui Ding, Chang Liu, Shuting He, Xudong Jiang, Chen Change Loy:
MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions. CoRR abs/2308.08544 (2023) - [i205]Yuxin Jiang, Liming Jiang, Shuai Yang, Chen Change Loy:
Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation. CoRR abs/2308.12968 (2023) - [i204]Zhongang Cai, Liang Pan, Chen Wei, Wanqi Yin, Fangzhou Hong, Mingyuan Zhang, Chen Change Loy, Lei Yang, Ziwei Liu:
PointHPS: Cascaded 3D Human Pose and Shape Estimation from Point Clouds. CoRR abs/2308.14492 (2023) - [i203]Yuhan Wang, Liming Jiang, Chen Change Loy:
StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation. CoRR abs/2308.16909 (2023) - [i202]Linsen Song, Wayne Wu, Chaoyou Fu, Chen Change Loy, Ran He:
Audio-Driven Dubbing for User Generated Contents via Style-Aware Semi-Parametric Synthesis. CoRR abs/2309.00030 (2023) - [i201]Shangchen Zhou, Chongyi Li, Kelvin C. K. Chan, Chen Change Loy:
ProPainter: Improving Propagation and Transformer for Video Inpainting. CoRR abs/2309.03897 (2023) - [i200]Junzhe Zhang, Yushi Lan, Shuai Yang, Fangzhou Hong, Quan Wang, Chai Kiat Yeo, Ziwei Liu, Chen Change Loy:
DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields. CoRR abs/2309.04410 (2023) - [i199]Chong Zhou, Chen Change Loy, Bo Dai:
Interpret Vision Transformers as ConvNets with Dynamic Convolutions. CoRR abs/2309.10713 (2023) - [i198]Peiqing Yang, Shangchen Zhou, Qingyi Tao, Chen Change Loy:
PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance. CoRR abs/2309.10810 (2023) - [i197]Jiahao Xie, Wei Li, Xiangtai Li, Ziwei Liu, Yew Soon Ong, Chen Change Loy:
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation. CoRR abs/2309.13042 (2023) - [i196]Yaohui Wang, Xinyuan Chen, Xin Ma, Shangchen Zhou, Ziqi Huang, Yi Wang, Ceyuan Yang, Yinan He, Jiashuo Yu, Peiqing Yang, Yuwei Guo, Tianxing Wu, Chenyang Si, Yuming Jiang, Cunjian Chen, Chen Change Loy, Bo Dai, Dahua Lin, Yu Qiao, Ziwei Liu:
LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models. CoRR abs/2309.15103 (2023) - [i195]Li Siyao, Tianpei Gu, Weiye Xiao, Henghui Ding, Ziwei Liu, Chen Change Loy:
Deep Geometrized Cartoon Line Inbetweening. CoRR abs/2309.16643 (2023) - [i194]Zhongang Cai, Wanqi Yin, Ailing Zeng, Chen Wei, Qingping Sun, Yanjun Wang, Hui En Pang, Haiyi Mei, Mingyuan Zhang, Lei Zhang, Chen Change Loy, Lei Yang, Ziwei Liu:
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation. CoRR abs/2309.17448 (2023) - [i193]Shilin Xu, Xiangtai Li, Size Wu, Wenwei Zhang, Yining Li, Guangliang Cheng, Yunhai Tong, Kai Chen, Chen Change Loy:
DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection. CoRR abs/2310.01393 (2023) - [i192]Size Wu, Wenwei Zhang, Lumin Xu, Sheng Jin, Xiangtai Li, Wentao Liu, Chen Change Loy:
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction. CoRR abs/2310.01403 (2023) - [i191]Jianhui Yu, Hao Zhu, Liming Jiang, Chen Change Loy, Weidong Cai, Wayne Wu:
PaintHuman: Towards High-fidelity Text-to-3D Human Texturing via Denoised Score Distillation. CoRR abs/2310.09458 (2023) - [i190]Guangcong Wang, Peng Wang, Zhaoxi Chen, Wenping Wang, Chen Change Loy, Ziwei Liu:
PERF: Panoramic Neural Radiance Field from a Single Panorama. CoRR abs/2310.16831 (2023) - [i189]Jingkang Yang, Wenxuan Peng, Xiangtai Li, Zujin Guo, Liangyu Chen, Bo Li, Zheng Ma, Kaiyang Zhou, Wayne Zhang, Chen Change Loy, Ziwei Liu:
Panoptic Video Scene Graph Generation. CoRR abs/2311.17058 (2023) - [i188]Xiaoming Li, Xinyu Hou, Chen Change Loy:
When StyleGAN Meets Stable Diffusion: a W+ Adapter for Personalized Image Generation. CoRR abs/2311.17461 (2023) - 2022
- [j37]Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu:
Learning to Prompt for Vision-Language Models. Int. J. Comput. Vis. 130(9): 2337-2348 (2022) - [j36]Jiahao Xie, Xiaohang Zhan, Ziwei Liu, Yew-Soon Ong, Chen Change Loy:
Delving into Inter-Image Invariance for Unsupervised Visual Representations. Int. J. Comput. Vis. 130(12): 2994-3013 (2022) - [j35]Chongyi Li, Chunle Guo, Chen Change Loy:
Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 44(8): 4225-4238 (2022) - [j34]Jiaqi Wang, Kai Chen, Rui Xu, Ziwei Liu, Chen Change Loy, Dahua Lin:
CARAFE++: Unified Content-Aware ReAssembly of FEatures. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 4674-4687 (2022) - [j33]Ke Yu, Xintao Wang, Chao Dong, Xiaoou Tang, Chen Change Loy:
Path-Restore: Learning Network Path Selection for Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 7078-7092 (2022) - [j32]Xingang Pan, Xiaohang Zhan, Bo Dai, Dahua Lin, Chen Change Loy, Ping Luo:
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7474-7489 (2022) - [j31]Chongyi Li, Chunle Guo, Linghao Han, Jun Jiang, Ming-Ming Cheng, Jinwei Gu, Chen Change Loy:
Low-Light Image and Video Enhancement Using Deep Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9396-9416 (2022) - [j30]Linus Ericsson, Henry Gouk, Chen Change Loy, Timothy M. Hospedales:
Self-Supervised Representation Learning: Introduction, advances, and challenges. IEEE Signal Process. Mag. 39(3): 42-62 (2022) - [j29]Linsen Song, Wayne Wu, Chen Qian, Ran He, Chen Change Loy:
Everybody's Talkin': Let Me Talk as You Want. IEEE Trans. Inf. Forensics Secur. 17: 585-598 (2022) - [j28]Yu Rong, Ziwei Liu, Chen Change Loy:
Chasing the Tail in Monocular 3D Human Reconstruction With Prototype Memory. IEEE Trans. Image Process. 31: 2907-2919 (2022) - [j27]Yuming Jiang, Shuai Yang, Haonan Qiu, Wayne Wu, Chen Change Loy, Ziwei Liu:
Text2Human: text-driven controllable human image generation. ACM Trans. Graph. 41(4): 162:1-162:11 (2022) - [j26]Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy:
VToonify: Controllable High-Resolution Portrait Video Style Transfer. ACM Trans. Graph. 41(6): 203:1-203:15 (2022) - [c170]Wentao Zhu, Zhuoqian Yang, Ziang Di, Wayne Wu, Yizhou Wang, Chen Change Loy:
MoCaNet: Motion Retargeting In-the-Wild via Canonicalization Networks. AAAI 2022: 3617-3625 - [c169]Kenny T. R. Voo, Liming Jiang, Chen Change Loy:
Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets. CVPR Workshops 2022: 4710-4719 - [c168]Kelvin C. K. Chan, Shangchen Zhou, Xiangyu Xu, Chen Change Loy:
Investigating Tradeoffs in Real-World Video Super-Resolution. CVPR 2022: 5952-5961 - [c167]Kelvin C. K. Chan, Shangchen Zhou, Xiangyu Xu, Chen Change Loy:
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment. CVPR 2022: 5962-5971 - [c166]Yanbo Xu, Yueqin Yin, Liming Jiang, Qianyi Wu, Chengyao Zheng, Chen Change Loy, Bo Dai, Wayne Wu:
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing. CVPR 2022: 7673-7682 - [c165]Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy:
Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer. CVPR 2022: 7683-7692 - [c164]Yuenan Hou, Xinge Zhu, Yuexin Ma, Chen Change Loy, Yikang Li:
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation. CVPR 2022: 8469-8478 - [c163]Li Siyao, Weijiang Yu, Tianpei Gu, Chunze Lin, Quan Wang, Chen Qian, Chen Change Loy, Ziwei Liu:
Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory. CVPR 2022: 11040-11049 - [c162]Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu:
Conditional Prompt Learning for Vision-Language Models. CVPR 2022: 16795-16804 - [c161]Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy:
Unsupervised Image-to-Image Translation with Generative Prior. CVPR 2022: 18311-18320 - [c160]Xiangtai Li, Wenwei Zhang, Jiangmiao Pang, Kai Chen, Guangliang Cheng, Yunhai Tong, Chen Change Loy:
Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation. CVPR 2022: 18825-18835 - [c159]Jianglin Fu, Shikai Li, Yuming Jiang, Kwan-Yee Lin, Chen Qian, Chen Change Loy, Wayne Wu, Ziwei Liu:
StyleGAN-Human: A Data-Centric Odyssey of Human Generation. ECCV (16) 2022: 1-19 - [c158]Wenxiu Sun, Qingpeng Zhu, Chongyi Li, Ruicheng Feng, Shangchen Zhou, Jun Jiang, Qingyu Yang, Chen Change Loy, Jinwei Gu, Dewang Hou, Kai Zhao, Liying Lu, Yu Li, Huaijia Lin, Ruizheng Wu, Jiangbo Lu, Jiaya Jia, Qiang Liu, Haosong Yue, Danyang Cao, Lehang Yu, Jiaxuan Quan, Jixiang Liang, Yufei Wang, Yuchao Dai, Peng Yang, Hu Yan, Houbiao Liu, Siyuan Su, Xuanhe Li, Rui Ren, Yunlong Liu, Yufan Zhu, Dong Lao, Alex Wong, Katie Chang:
MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report. ECCV Workshops (5) 2022: 3-20 - [c157]