XPixel - Publications

Publications in Lab

A Comparative Study of Image Restoration Networks for General Backbone Network Design

Xiangyu Chen, Zheyuan Li, Yuandong Pu, Yihao Liu, Jiantao Zhou, Yu Qiao, Chao Dong

The European Conference on Computer Vision(ECCV), 2024

2024 July

Paper Code

Unifying Image Processing as Visual Prompting Question Answering

Yihao Liu, Xiangyu Chen, Xianzheng Ma, Xintao Wang, Jiantao Zhou, Yu Qiao, Chao Dong

International Conference on Machine Learning(ICML), 2024

2024 February

Paper Code

Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Fanghua Yu, Jinjin Gu, Zheyuan Li, Jinfan Hu, Xiangtao Kong, Xintao Wang, Jingwen He, Yu Qiao, Chao Dong

Computer Vision and Pattern Recognition(CVPR), 2024

2024 March

Paper Project Page Code

SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models

Yuzhou Huang, Liangbin Xie, Xintao Wang, Ziyang Yuan, Xiaodong Cun, Yixiao Ge, Jiantao Zhou, Chao Dong, Rui Huang, Ruimao Zhang, Ying Shan

Computer Vision and Pattern Recognition(CVPR), 2024

2024 March

Paper Code

SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution

Wenlong Zhang, Xiaohui Li, Xiangyu Chen, Yu Qiao, Xiao-Ming Wu, Chao Dong

International Conference on Learning Representations (ICLR spotlight), 2024

2024 January

Paper Code

Real-World Image Super-Resolution as Multi-Task Learning

Wenlong Zhang, Xiaohui Li, Guangyuan Shi, Xiangyu Chen, Yu Qiao, Xiao-Ming Wu, Chao Dong

Conference and Workshop on Neural Information Processing Systems(NeurIPS), 2023

2023 Sep

Paper

DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Xinqi Lin, Jingwen He, Ziyan Chen, Zhaoyang Lyu, Ben Fei, Bo Dai, Wanli Ouyang, Yu Qiao, Chao Dong

ArXiv, 2023

2023 Sep

Paper Code

Networks are Slacking Off: Understanding Generalization Problem in Image Deraining

Jinjin Gu, Xianzheng Ma, Xiangtao Kong, Yu Qiao, Chao Dong

Conference and Workshop on Neural Information Processing Systems(NeurIPS), 2023

2023 Sep

Paper

Evaluating the Generalization Ability of Super-Resolution Networks

Yihao Liu, Hengyuan Zhao, Jinjin Gu, Yu Qiao, Chao Dong

IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2023

2023 Sep

Paper

DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models

Liangbin Xie, Xintao Wang, Xiangyu Chen, Gen Li, Ying Shan, Jiantao Zhou, Chao Dong

International Conference on Machine Learning (ICML), 2023

2023 Jun

Paper Code

DegAE: A New Pretraining Paradigm for Low-level Vision

Yihao Liu, Jingwen He, Jinjin Gu, Xiangtao Kong, Yu Qiao, Chao Dong

Computer Vision and Pattern Recognition (CVPR highlight), 2023

2023 March

Paper Code

Activating More Pixels in Image Super-Resolution Transformer

Xiangyu Chen, Xintao Wang, Jiantao Zhou, Yu Qiao, Chao Dong

Computer Vision and Pattern Recognition (CVPR), 2023

2023 March

Paper Code

OSRT: Omnidirectional Image Super-Resolution with Distortion-aware Transformer

Fanghua Yu, Xintao Wang, Mingdeng Cao, Gen Li, Ying Shan, Chao Dong

Computer Vision and Pattern Recognition (CVPR), 2023

2023 March

Paper

Temporally Consistent Video Colorization with Deep Feature Propagation and Self-regularization Learning

Yihao Liu, Hengyuan Zhao, Kelvin C.K. Chan, Xintao Wang, Chen Change Loy, Yu Qiao, Chao Dong

Computational Visual Media (CVMJ), 2023

2023 March

Paper Code

Mitigating Artifacts in Real-World Video Super-Resolution Models

Liangbin Xie, Xintao Wang, Honglun Zhang, Chao Dong, Ying Shan

AAAI Conference on Artificial Intelligence (AAAI), 2022

2022 December

Paper Code

Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline

Guocheng Qian, Yuanhao Wang, Jinjin Gu, Chao Dong, Wolfgang Heidrich1 , Bernard Ghanem1 , Jimmy S. Ren

IEEE International Conference on Computational Photography (ICCP), 2022

2022 September

Paper

UDC-UNet: Under-Display Camera Image Restoration via U-shape Dynamic Network

Xina Liu, Jinfan Hu, Xiangyu Chen, Chao Dong

The European Conference on Computer Vision, MIPI Workshop (ECCVW), 2022

2022 September

Paper Code

Efficient Image Super-Resolution using Vast-Receptive-Field Attention

Lin Zhou, Haoming Cai, Jinjin Gu, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Yu Qiao, Chao Dong

The European Conference on Computer Vision Workshop (ECCVW), 2022

2022 September

Paper Code

AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies

Li Siyao, Yuhang Li, Bo Li, Chao Dong, Ziwei Liu, Chen Change Loy

NeurIPS 2022 Datasets and Benchmarks Track

2022 September

Paper Code

Rethinking Alignment in Video Super-Resolution Transformers

Shuwei Shi, Jinjin Gu, Liangbin Xie, Xintao Wang, Yujiu Yang, Chao Dong

Conference and Workshop on Neural Information Processing Systems(NeurIPS), 2022

2022 September

Paper Code

Blind Image Super-Resolution: A Survey and Beyond

Anran Liu, Yihao Liu, Jinjin Gu, Yu Qiao, Chao Dong

IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2022

2022 August

Paper

Very Lightweight Photo Retouching Network with Conditional Sequential Modulation

Yihao Liu, Jingwen He, Xiangyu Chen, Zhengwen Zhang, Hengyuan Zhao, Chao Dong, Yu Qiao

IEEE Transactions on Multimedia (TMM), 2022

2022 June

Paper Code

Fine-grained Face Editing via Personalized Spatial-aware Affine Modulation

Si Liu, Renda Bao, Defa Zhu, Shaofei Huang, Qiong Yan, Liang Lin, Chao Dong

IEEE Transactions on Multimedia (TMM), 2022

2022 Mat

Paper

VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder

GYuchao Gu, Xintao Wang, Liangbin Xie, Chao Dong, Gen Li, Ying Shan, Ming-Ming Cheng

The European Conference on Computer Vision (ECCV), 2022

2022 May

Paper Code

NTIRE 2022 Challenge on Perceptual Image Quality Assessment

Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Radu Timofte, et al.

Computer Vision and Pattern Recognition Workshop (CVPRW), 2022

2022 June

Paper

Blueprint Separable Residual Network for Efficient Image Super-Resolution

Zheyuan Li, Yingqi Liu, Xiangyu Chen, Haoming Cai, Jinjin Gu, Yu Qiao, Chao Dong

Computer Vision and Pattern Recognition Workshop (CVPRW), 2022

2022 June

Paper Code

Metric Learning based Interactive Modulation for Real-World Super-Resolution

Chong Mou, Yanze Wu, Xintao Wang, Chao Dong, Jian Zhang, Ying Shan

The European Conference on Computer Vision (ECCV), 2022

2022 May

Paper Code

RepSR: Training Efficient VGG-style Super-Resolution Networks with Structural Re-Parameterization and Batch Normalization

Xintao Wang, Chao Dong, Ying Shan

ACM International Conference on Multimedia(ACM MM), 2022

2022 May

Paper Code

A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds

Wenlong Zhang, Guangyuan Shi, Yihao Liu, Chao Dong, Xiao-Ming Wu

Computer Vision and Pattern Recognition Workshop (CVPRW), 2022

2022 May

Paper Code

VFHQ: A High-Quality Dataset and Benchmark for Video Face Super-Resolution

Liangbin Xie. Xintao Wang, Honglun Zhang, Chao Dong, Ying Shan

Computer Vision and Pattern Recognition Workshop (CVPRW), 2022

2022 May

Paper Project Page

Blind Image Restoration Based on Cycle-Consistent Network

Shixiang Wu, Chao Dong, Yu Qiao

IEEE Transactions on Multimedia (TMM), 2022

2022 January

Paper

GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors

Jingwen He, Wu Shi, Kai Chen, Lean Fu, Chao Dong

Computer Vision and Pattern Recognition (CVPR), 2022

2022 March

Paper

Reflash Dropout in Image Super-Resolution

Xiangtao Kong, Xina Liu, Jinjin Gu, Yu Qiao, Chao Dong

Computer Vision and Pattern Recognition (CVPR), 2022

2022 March

Paper Code

Finding Discriminative Filters for Specific Degradations in Blind Super-Resolution

Liangbin Xie, Xintao Wang, Chao Dong, Zhongang Qi, Ying Shan

Conference and Workshop on Neural Information Processing Systems (NeurIPS Spotlight), 2021

2021 August

Paper Code

Discovering Distinctive "Semantics" in Super-Resolution Networks

Yihao Liu, Anran Liu, Jinjin Gu, Zhipeng Zhang, Wenhao Wu, Yu Qiao, Chao Dong

arXiv, 2021

2021 August

Paper

A New Journey from SDRTV to HDRTV

Xiangyu Chen, Zhengwen Zhang, Jimmy S. Ren, Lynhoo Tian, Yu Qiao, Chao Dong

International Conference on Computer Vision (ICCV), 2021

2021 July

Paper Code

Interactive Multi-Dimension Modulation for Image Restoration

Jingwen He, Chao Dong, Liu Yihao, Yu Qiao

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

2021 July

Paper Code

Path-Restore: Learning Network Path Selection for Image Restoration

Ke Yu, Xintao Wang, Chao Dong, Xiaoou Tang, Chen Change Loy

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

2021 July

Paper Project Page Code

Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data

Xintao Wang, Liangbin Xie, Chao Dong, Ying Shan

International Conference on Computer Vision Workshop (ICCVW), 2021

2021 July

Paper Code

RankSRGAN: Super Resolution Generative Adversarial Networks with Learning to Rank

Wenlong Zhang, Yihao Liu, Chao Dong, Yu Qiao

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

2021 July

Paper Project Page Code

Toward Interactive Modulation for Photo-Realistic Image Restoration

Haoming Cai, Jingwen He, Yu Qiao, Chao Dong

Computer Vision and Pattern Recognition Workshop (CVPRW), 2021

2021 May

Paper

NTIRE 2021 Challenge on Perceptual Image Quality Assessment

Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Yu Qiao, Shuhang Gu, Radu Timofte et al.

Computer Vision and Pattern Recognition, NTIRE Workshop (CVPRW), 2021

2021 June

Paper Project Page

HDRUNet: Single Image HDR Reconstruction with Denoising and Dequantization

Xiangyu Chen, Yihao Liu, Zhengwen Zhang, Yu Qiao, Chao Dong

Computer Vision and Pattern Recognition, NTIRE Workshop (CVPRW), 2021

2021 June

Paper Code

BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond

Kelvin C.K. Chan, Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy

Computer Vision and Pattern Recognition (CVPR), 2021

2021 June

Paper Project Page Code

ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic

Xiangtao Kong, Hengyuan Zhao, Yu Qiao, Chao Dong

Computer Vision and Pattern Recognition (CVPR), 2021

2021 June

Paper Code

Interpreting Super-Resolution Networks with Local Attribution Maps

Jinjin Gu, Chao Dong

Computer Vision and Pattern Recognition (CVPR), 2021

2021 June

Paper Project Page

Understanding Deformable Alignment in Video Super-Resolution

Kelvin C.K. Chan, Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy

AAAI Conference on Artificial Intelligence (AAAI), 2021

2021 February

Paper Project Page Code

Enhanced Quadratic Video Interpolation

Yihao Liu, Liangbin Xie, Li Siyao, Wenxiu Sun, Yu Qiao, Chao Dong

The European Conference on Computer Vision, AIM Workshop (ECCVW), 2020

2020 September

Paper Code

Efficient Image Super-Resolution Using Pixel Attention

Hengyuan Zhao, Xiangtao Kong, Jingwen He, Yu Qiao, Chao Dong

The European Conference on Computer Vision, AIM Workshop (ECCVW), 2020

2020 September

Paper Code

Conditional Sequential Modulation for Efficient Global Image Retouching

Jingwen He, Yihao Liu, Yu Qiao, Chao Dong

The European Conference on Computer Vision (ECCV), 2020

2020 August

Paper Code

Interactive Multi-dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration

Jingwen He, Chao Dong, Yu Qiao

The European Conference on Computer Vision (ECCV), 2020

2020 August

Paper Code

PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration

Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxing Ye, Jimmy S. Ren, Chao Dong

The European Conference on Computer Vision (ECCV), 2020

2020 August

Paper

RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution

Wenlong Zhang, Yihao Liu, Chao Dong, Yu Qiao

International Conference on Computer Vision, oral (ICCV oral), 2019

2019 October

Paper Project Page Code

EDVR: Video Restoration With Enhanced Deformable Convolutional Networks

Xintao Wang, Kelvin C.K. Chan, Ke Yu, Chao Dong, Chen Change Loy

Computer Vision and Pattern Recognition, NTIRE Workshop (CVPRW), 2019

2019 June

Paper Project Page Code

Modulating Image Restoration With Continual Levels via Adaptive Feature Modification Layers

Jingwen He, Chao Dong, Yu Qiao

Computer Vision and Pattern Recognition, oral (CVPR oral), 2019

2019 June

Paper Code Supplementary

Suppressing Model Overfitting for Image Super-Resolution Networks

Ruicheng Feng, Jinjin Gu, Yu Qiao, Chao Dong

Computer Vision and Pattern Recognition, NTIRE Workshop (CVPRW), 2019

2019 June

Paper

Blind Super-Resolution With Iterative Kernel Correction

Jinjin Gu, Hannan Lu, Wangmeng Zuo, Chao Dong

Computer Vision and Pattern Recognition (CVPR), 2019

2019 June

Paper Project Page

Deep Network Interpolation for Continuous Imagery Effect Transition

Xintao Wang, Ke Yu, Chao Dong, Xiaoou Tang, Chen Change Loy

Computer Vision and Pattern Recognition (CVPR), 2019

2019 June

Paper Project Page Code

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks

Xintao Wang, Ke Yu, Shixiang Wu, Jinjin Gu, Yihao Liu, Chao Dong, Yu Qiao, Chen Change Loy

The European Conference on Computer Vision Workshop (ECCVW), 2018

2018 September

Paper Code

Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform

Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy

Computer Vision and Pattern Recognition (CVPR), 2018

2018 June

Paper Project Page Code Data Supplementary

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning

Ke Yu, Chao Dong, Liang Lin, Chen Change Loy

Computer Vision and Pattern Recognition (CVPR), 2018

2018 June

Paper Project Page Code Data Supplementary

BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network

Tingting Li, Ruihe Qian, Chao Dong, Si Liu, Qiong Yan, Wenwu Zhu, Liang Lin

The 26th ACM international conference on Multimedia (ACM MM), 2018

2018 June

Paper Project Page Code Data

Unsupervised Image Super-Resolution Using Cycle-in-Cycle Generative Adversarial Networks

Yuan Yuan, Siyuan Liu, Jiawei Zhang, Yongbing Zhang, Chao Dong, Liang Lin

Computer Vision and Pattern Recognition, NTIRE Workshop (CVPRW), 2018

2018 March

Paper

Accelerating the Super-Resolution Convolutional Neural Network

Chao Dong, Chen Change Loy, Xiaoou Tang

The European Conference on Computer Vision (ECCV), 2016

2016 September

Paper Project Page Code Data

Image Super-Resolution Using Deep Convolutional Networks

Chao Dong, Chen Change Loy, Kaiming He, Xiaoou Tang

IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2016

2016 February

Paper Project Page

Learning a Deep Convolutional Network for Image Super-Resolution

Chao Dong, Chen Change Loy, Kaiming He, Xiaoou Tang

The European Conference on Computer Vision (ECCV), 2014

2014 March

Paper Project Page

Publications in SenseTime

Generalizing Monocular 3D Human Pose Estimation in the Wild

Zhenhua Guo, Keyuan Qian, Mude Lin, Hongsheng Li, Jimmy S. Ren

International Conference on Computer Vision Workshop, (ICCVW), 2019

2019 October

Paper Code

Dual Student: Breaking the Limits of Teacher in Semi-supervised Learning

Zhanghan Ke, Daoye Wang, Qiong Yan, Jimmy Ren, Rynson W.H. Lau

International Conference on Computer Vision, (ICCV), 2019

2019 October

Paper Supplementary

Spatio-Temporal Filter Adaptive Network for Video Deblurring

Shangchen Zhou, Jiawei Zhang, Jinshan Pan, Haozhe Xie, Wangmeng Zuo, Jimmy S. Ren

International Conference on Computer Vision, (ICCV), 2019

2019 October

Paper Project Page Code Supplementary

Deep End-to-End Alignment and Refinement for Time-of-Flight RGB-D Module

Di Qiu, Jiahao Pang, Wenxiu Sun, Chengxi Yang

International Conference on Computer Vision, (ICCV), 2019

2019 October

Paper

Deep graph Laplacian regularization for robust denoising of real images

Jin Zeng, Jiahao Pang, Wenxiu Sun, Gene Cheung

Computer Vision and Pattern Recognition Workshops (CVPRW), 2019

2019 June

Paper Supplementary

Spatially Variant Linear Representation Models for Joint Filtering

Jinshan Pan, Jiangxin Dong, Jimmy S. Ren, Liang Lin, Jinhui Tang, Ming-Hsuan Yang

Computer Vision and Pattern Recognition (CVPR), 2019

2019 June

Paper Supplementary

Structure-Preserving Stereoscopic View Synthesis with Multi-Scale Adversarial Correlation Matching

Yu Zhang, Dongqing Zou, Jimmy S. Ren, Zhe Jiang, Xiaohao Chen

Computer Vision and Pattern Recognition (CVPR), 2019

2019 June

Paper

Towards Real Scene Super-Resolution with Raw Images

Xiangyu Xu, Yongrui Ma, Wenxiu Sun

Computer Vision and Pattern Recognition (CVPR), 2019

2019 June

Paper Project Page Code

Deep Surface Normal Estimation with Hierarchical RGB-D Fusion

Jin Zeng, Yanfeng Tong, Yunmu Huang, Qiong Yan, Wenxiu Sun, Jing Chen, Yongtian Wan

Computer Vision and Pattern Recognition (CVPR), 2019

2019 June

Paper

DAVANet: Stereo Deblurring with View Aggregation

Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Haozhe Xie, Jinshan Pan, Jimmy S. Ren

Computer Vision and Pattern Recognition, oral (CVPR oral), 2019

2019 June

Paper Code Data

Learning Deformable Kernels for Image and Video Denoising

Xiangyu Xu, Muchen Li, Wenxiu Sun

arXiv preprint arXiv:1904.06903 (2019)

2019 April

Paper

Learning Selfie-Friendly Abstraction from Artistic Style Images

Yicun Liu, Jimmy S. Ren, Jianbo Liu, Jiawei Zhang, Xiaohao Chen

Asian Conference on Machine Learning (ACML), 2018

2018 November

Paper Code

Deep Reasoning with Knowledge Graph for Social Relationship Understanding

Zhouxia Wang, Tianshui Chen, Jimmy Ren, Weihao Yu, Hui Cheng, Liang Lin

International Joint Conference on Artificial Intelligence (IJCAI), 2018

2018 August

Paper

Convolutional Memory Blocks for Depth Data Representation Learning

Keze Wang, Liang Lin, Chuangjie Ren, Wei Zhang, Wenxiu Sun

International Joint Conference on Artificial Intelligence (IJCAI), 2018

2018 August

Paper

Unsupervised Stereo Matching with Occlusion-Aware Loss

Ningqi Luo, Chengxi Yang, Wenxiu Sun, Binheng Song

Pacific Rim International Conference on Artificial Intelligence (PRICAI), 2018

2018 July

Paper

DSR: Direct Self-rectification for Uncalibrated Dual-lens Cameras

Ruichao Xiao, Wenxiu Sun, Jiahao Pang, Qiong Yan, Jimmy Ren

International Conference on 3D Vision (3DV), 2018

2018 September

Paper Code

Monocular depth estimation with affinity, vertical pooling, and label enhancement

Yukang Gan, Xiangyu Xu, Wenxiu Sun, Liang Lin

The European Conference on Computer Vision (ECCV), 2018

2018 September

Paper

Learning Monocular Depth by Distilling Cross-domain Stereo Networks

Xiaoyang Guo, Hongsheng Li, Shuai Yi, Jimmy S. Ren, Xiaogang Wang

The European Conference on Computer Vision (ECCV), 2018

2018 September

Paper Code

Matching Low-Quality Photo to DSLR-Quality with Deep Convolutional Networks

Weihao Xia, Chengxi Yang, Yujiu Yang, Wenxiu Sun

International Conference on AI and Mobile Services, 2018

2018 June

Paper

Learning Dual Convolutional Neural Networks for Low-Level Vision

Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, Ming-Hsuan Yang

Computer Vision and Pattern Recognition (CVPR), 2018

2018 June

Paper Code Supplementary

LSTM Pose Machines

Yue Luo, Jimmy Ren, Zhouxia Wang, Wenxiu Sun, Jinshan Pan, Jianbo Liu, Jiahao Pang, Liang Lin

Computer Vision and Pattern Recognition (CVPR), 2018

2018 June

Paper Code

3D Human Pose Estimation in the Wild by Adversarial Learning

Wei Yang, Wanli Ouyang, Xiaolong Wang, Jimmy Ren, Hongsheng Li, Xiaogang Wang

Computer Vision and Pattern Recognition (CVPR), 2018

2018 June

Paper

Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks

Jiawei Zhang, Jinshan Pan, Jimmy Ren, Yibing Song, Linchao Bao, Rynson W.H. Lau, Ming-Hsuan Yang

Computer Vision and Pattern Recognition (CVPR spotlight), 2018

2018 June

Paper Code

Single View Stereo Matching

Yue Luo, Jimmy Ren, Mude Lin, Jiahao Pang, Wenxiu Sun, Hongsheng Li, Liang Lin

Computer Vision and Pattern Recognition (CVPR spotlight), 2018

2018 June

Paper Code

Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains

Jiahao Pang, Wenxiu Sun, Chengxi Yang, Jimmy Ren, Ruichao Xiao, Jin Zeng, Liang Lin

Computer Vision and Pattern Recognition (CVPR), 2018

2018 June

Paper Code Supplementary

Cascade residual learning: A two-stage convolutional neural network for stereo matching

Jiahao Pang, Wenxiu Sun, Jimmy SJ. Ren, Chengxi Yang, Qiong Yan

International Conference on Computer Vision, (ICCV), 2017

2017 October

Paper Code Supplementary

Accurate Single Stage Detector Using Recurrent Rolling Convolution

Jimmy Ren, Xiaohao Chen, Jianbo Liu, Wenxiu Sun, Jiahao Pang, Qiong Yan, Yu-Wing Tai, Li Xu

Computer Vision and Pattern Recognition (CVPR), 2017

2017 June

Paper Code

Look, Listen and Learn - A Multimodal LSTM for Speaker Identification

Jimmy Ren, Yongtao Hu, Yu Wing Tai, Chuan Wang, Li Xu, Wenxiu Sun, Qiong Yan

AAAI Conference on Artificial Intelligence, (AAAI oral), 2016

2016 January

Paper

Shepard Convolutional Neural Networks

Jimmy S. Ren, Li Xu, Qiong Yan, Wenxiu Sun

Conference and Workshop on Neural Information Processing Systems (NeurIPS), 2015

2015 December

Paper

Deep Edge-Aware Filters

Li Xu, Jimmy S. Ren, Qiong Yan, Renjie Liao, Jiaya Jia

International Conference on Machine Learning (ICML), 2015

2015 July

Paper