贾棋/刘宇计算机视觉实验室

研究方向

图像匹配、图像分割、目标检测、图像增强、少/零样本学习、持续学习、半监督学习、图像生成、多模态学习及医学影像等。

亮点工作

Not Just Object, But State: Compositional Incremental Learning without Forgetting
Not Just Object, But State: Compositional Incremental Learning without Forgetting
Yanyi Zhang, Binglin Qiu, Qi Jia, Yu Liu, Ran He
arXiv  ·  12 Dec 2024  ·  arXiv:2411.01739
Source
CCF-A NeurIPS
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization
Yu Liu, Yaqi Cai, Qi Jia, Binglin Qiu, Weimin Wang, Nan Pu
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)  ·  16 Jun 2024  ·  doi:10.1109/CVPR52733.2024.01674
Source
CCF-A CVPR Poster-Highlight
Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way
Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way
Qi Jia, Shuilian Yao, Yu Liu, Xin Fan, Risheng Liu, Zhongxuan Luo
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)  ·  01 Jun 2022  ·  doi:10.1109/CVPR52688.2022.00467
Source
CCF-A CVPR

已发表论文

2025

As Pseudo-Label Free as Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection
As Pseudo-Label Free as Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection
Shuilian Yao, Yu Liu, Qi Jia, Sihong Chen, Wei Zhuo
Proceedings of the AAAI Conference on Artificial Intelligence  ·  11 Apr 2025  ·  doi:10.1609/aaai.v39i9.33020
CCF-A AAAI
Rectangling for Stitched Image via Pixel-wise Deformation Learning
Rectangling for Stitched Image via Pixel-wise Deformation Learning
Xiaomei Feng, Qi Jia, Yu Liu, Weimin Wang, Yuqing Liu, Xinwei Xue
IEEE Transactions on Multimedia  ·  01 Jan 2025  ·  doi:10.1109/TMM.2025.3535285
CCF-B JCR-Q1 TMM
Bilevel progressive homography estimation via correlative region-focused transformer
Bilevel progressive homography estimation via correlative region-focused transformer
Qi Jia, Xiaomei Feng, Wei Zhang, Yu Liu, Nan Pu, Nicu Sebe
Computer Vision and Image Understanding  ·  01 Jan 2025  ·  doi:10.1016/j.cviu.2024.104209
CCF-B JCR-Q2 CVIU
Bilevel progressive homography estimation via correlative region-focused transformer
Bilevel progressive homography estimation via correlative region-focused transformer
Qi Jia, Xiaomei Feng, Wei Zhang, Yu Liu, Nan Pu, Nicu Sebe
Computer Vision and Image Understanding  ·  01 Jan 2025  ·  doi:10.1016/j.CVIU.2024.104209
CCF-B JCR-Q2 CVIU

2024

Not Just Object, But State: Compositional Incremental Learning without Forgetting
Not Just Object, But State: Compositional Incremental Learning without Forgetting
Yanyi Zhang, Binglin Qiu, Qi Jia, Yu Liu, Ran He
arXiv  ·  12 Dec 2024  ·  arXiv:2411.01739
Source
CCF-A NeurIPS
PMGNet: Disentanglement and entanglement benefit mutually for compositional zero-shot learning
PMGNet: Disentanglement and entanglement benefit mutually for compositional zero-shot learning
Yu Liu, Jianghao Li, Yanyi Zhang, Qi Jia, Weimin Wang, Nan Pu, Nicu Sebe
Computer Vision and Image Understanding  ·  01 Dec 2024  ·  doi:10.1016/j.cviu.2024.104197
CCF-B JCR-Q2 CVIU
PMGNet: Disentanglement and entanglement benefit mutually for compositional zero-shot learning
PMGNet: Disentanglement and entanglement benefit mutually for compositional zero-shot learning
Yu Liu, Jianghao Li, Yanyi Zhang, Qi Jia, Weimin Wang, Nan Pu, Nicu Sebe
Computer Vision and Image Understanding  ·  01 Dec 2024  ·  doi:10.1016/j.CVIU.2024.104197
CCF-B JCR-Q2 CVIU
Two Teachers Are Better Than One: Semi-supervised Elliptical Object Detection by Dual-Teacher Collaborative Guidance
Two Teachers Are Better Than One: Semi-supervised Elliptical Object Detection by Dual-Teacher Collaborative Guidance
Yu Liu, Longhan Feng, Qi Jia, Zezheng Liu, Zi-Huang Cao
Proceedings of the 32nd ACM International Conference on Multimedia  ·  28 Oct 2024  ·  doi:10.1145/3664647.3680957
CCF-A ACM-MM
Unseen No More: Unlocking the Potential of CLIP for Generative Zero-shot HOI Detection
Unseen No More: Unlocking the Potential of CLIP for Generative Zero-shot HOI Detection
Yixin Guo, Yu Liu, Jianghao Li, Weimin Wang, Qi Jia
Proceedings of the 32nd ACM International Conference on Multimedia  ·  28 Oct 2024  ·  doi:10.1145/3664647.3680927
Source
CCF-A ACM-MM
WBNet: Weakly-supervised salient object detection via scribble and pseudo-background priors
WBNet: Weakly-supervised salient object detection via scribble and pseudo-background priors
Yi Wang, Ruili Wang, Xiangjian He, Chi Lin, Tianzhu Wang, Qi Jia, Xin Fan
Pattern Recognition  ·  01 Oct 2024  ·  doi:10.1016/j.patcog.2024.110579
CCF-B JCR-Q1 PR
MergeNet: Explicit Mesh Reconstruction from Sparse Point Clouds via Edge Prediction
MergeNet: Explicit Mesh Reconstruction from Sparse Point Clouds via Edge Prediction
Weimin Wang, Yingxu Deng, Zezeng Li, Yu Liu, Na Lei
2024 IEEE International Conference on Multimedia and Expo (ICME)  ·  15 Jul 2024  ·  doi:10.1109/ICME57554.2024.10687954
CCF-B ICME
Fuzzy Boundary-Guided Network for Camouflaged Object Detection
Fuzzy Boundary-Guided Network for Camouflaged Object Detection
Qi Jia, Shuilian Yao, Youcan Xu, Yu Liu, Dehao Kong, Longin Jan Latecki
2024 IEEE International Conference on Multimedia and Expo (ICME)  ·  15 Jul 2024  ·  doi:10.1109/ICME57554.2024.10687409
CCF-B ICME
Joint edge detection learning for recurrent homography estimation
Joint edge detection learning for recurrent homography estimation
Qi Jia, Zikun Zhao, Xiaomei Feng, Jinyuan Liu, Yu Liu, Xinwei Xue
2024 IEEE International Conference on Multimedia and Expo (ICME)  ·  15 Jul 2024  ·  doi:10.1109/ICME57554.2024.10687757
CCF-B ICME
Generation and Countermeasures of adversarial examples on vision: a survey
Generation and Countermeasures of adversarial examples on vision: a survey
Jiangfan Liu, Yishan Li, Yanming Guo, Yu Liu, Jun Tang, Ying Nie
Artificial Intelligence Review  ·  08 Jul 2024  ·  doi:10.1007/s10462-024-10841-z
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization
Yu Liu, Yaqi Cai, Qi Jia, Binglin Qiu, Weimin Wang, Nan Pu
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)  ·  16 Jun 2024  ·  doi:10.1109/CVPR52733.2024.01674
Source
CCF-A CVPR Poster-Highlight
Edge-Aware Correlation Learning for Unsupervised Progressive Homography Estimation
Edge-Aware Correlation Learning for Unsupervised Progressive Homography Estimation
Xiaomei Feng, Qi Jia, Zikun Zhao, Yu Liu, Xinwei Xue, Xin Fan
IEEE Transactions on Circuits and Systems for Video Technology  ·  01 Jun 2024  ·  doi:10.1109/TCSVT.2023.3331780
CCF-B JCR-Q1 TCSVT
Target genes regulated by CLEC16A intronic region associated with common variable immunodeficiency
Target genes regulated by CLEC16A intronic region associated with common variable immunodeficiency
Xubo Huang, Jinxia Huang, Xiumei Li, Jingxian Fan, Desheng Zhou, …, Wei Liu, Yongjie Wei, Hakon Hakonarson, Qianghua Xia, Jin Li
Journal of Allergy and Clinical Immunology  ·  01 Jun 2024  ·  doi:10.1016/j.jaci.2023.12.023
JCR-Q1
Attribution-Based Scanline Perturbation Attack on 3d Detectors of Lidar Point Clouds
Attribution-Based Scanline Perturbation Attack on 3d Detectors of Lidar Point Clouds
Ziyang Yu, Ting Yang, Qiong Chang, Yu Liu, Weimin Wang
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)  ·  14 Apr 2024  ·  doi:10.1109/ICASSP48485.2024.10447340
CCF-B ICASSP
Sketch-Based 3D Shape Retrieval With Multi-View Fusion Transformer
Sketch-Based 3D Shape Retrieval With Multi-View Fusion Transformer
Cunjuan Zhu, Dongdong Cui, Qi Jia, Weimin Wang, Yu Liu, Michael S. Lew
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)  ·  14 Apr 2024  ·  doi:10.1109/ICASSP48485.2024.10446103
CCF-B ICASSP
Depth-Guided Dominant Plane Perception for Unsupervised Homography Estimation
Depth-Guided Dominant Plane Perception for Unsupervised Homography Estimation
Xiaomei Feng, Qi Jia, Yu Liu, Xin Fan, Longin Jan Latecki
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)  ·  14 Apr 2024  ·  doi:10.1109/ICASSP48485.2024.10446158
CCF-B ICASSP
CSCNet: Class-Specified Cascaded Network for Compositional Zero-Shot Learning
CSCNet: Class-Specified Cascaded Network for Compositional Zero-Shot Learning
Yanyi Zhang, Qi Jia, Xin Fan, Yu Liu, Ran He
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)  ·  14 Apr 2024  ·  doi:10.1109/ICASSP48485.2024.10446756
CCF-B ICASSP
Hierarchical Similarity Learning for Aliasing Suppression Image Super-Resolution
Hierarchical Similarity Learning for Aliasing Suppression Image Super-Resolution
Yuqing Liu, Qi Jia, Jian Zhang, Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao
IEEE Transactions on Neural Networks and Learning Systems  ·  01 Feb 2024  ·  doi:10.1109/TNNLS.2022.3191674
CCF-B JCR-Q1 TNNLS

2023

Broaden Your Positives: A General Rectification Approach for Novel Class Discovery
Broaden Your Positives: A General Rectification Approach for Novel Class Discovery
Yaqi Cai, Nan Pu, Qi Jia, Weimin Wang, Yu Liu
Lecture Notes in Computer Science  ·  26 Dec 2023  ·  doi:10.1007/978-981-99-8462-6_13
CCF-B PRCV
A rotation robust shape transformer for cartoon character recognition
A rotation robust shape transformer for cartoon character recognition
Qi Jia, Xinyu Chen, Yi Wang, Xin Fan, Haibin Ling, Longin Jan Latecki
The Visual Computer  ·  27 Oct 2023  ·  doi:10.1007/s00371-023-03123-2
CCF-C JCR-Q2 TVC
Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation
Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation
Mingrui Lao, Nan Pu, Yu Liu, Zhun Zhong, Erwin M. Bakker, Nicu Sebe, Michael S. Lew
Proceedings of the 31st ACM International Conference on Multimedia  ·  26 Oct 2023  ·  doi:10.1145/3581783.3612121
CCF-A ACM-MM
Learning Pixel-wise Alignment for Unsupervised Image Stitching
Learning Pixel-wise Alignment for Unsupervised Image Stitching
Qi Jia, Xiaomei Feng, Yu Liu, Xin Fan, Longin Jan Latecki
Proceedings of the 31st ACM International Conference on Multimedia  ·  26 Oct 2023  ·  doi:10.1145/3581783.3612298
CCF-A ACM-MM Oral
Residual Tuning: Toward Novel Category Discovery Without Labels
Residual Tuning: Toward Novel Category Discovery Without Labels
Yu Liu, Tinne Tuytelaars
IEEE Transactions on Neural Networks and Learning Systems  ·  01 Oct 2023  ·  doi:10.1109/TNNLS.2022.3140235
CCF-B JCR-Q1 TNNLS
Snow Removal for LiDAR Point Clouds With Spatio-Temporal Conditional Random Fields
Snow Removal for LiDAR Point Clouds With Spatio-Temporal Conditional Random Fields
Weimin Wang, Ting Yang, Yu Du, Yu Liu
IEEE Robotics and Automation Letters  ·  01 Oct 2023  ·  doi:10.1109/LRA.2023.3311360
CCF-B JCR-Q1 RA-L
COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering
COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering
Mingrui Lao, Nan Pu, Yu Liu, Kai He, Erwin M. Bakker, Michael S. Lew
Proceedings of the AAAI Conference on Artificial Intelligence  ·  26 Jun 2023  ·  doi:10.1609/aaai.v37i11.26527
CCF-A AAAI
Deep Learning for Instance Retrieval: A Survey
Deep Learning for Instance Retrieval: A Survey
Wei Chen, Yu Liu, Weiping Wang, Erwin M. Bakker, Theodoros Georgiou, Paul Fieguth, Li Liu, Michael S. Lew
IEEE Transactions on Pattern Analysis and Machine Intelligence  ·  01 Jun 2023  ·  doi:10.1109/TPAMI.2022.3218591
CCF-A JCR-Q1 TPAMI
Deep learning for video-text retrieval: a review
Deep learning for video-text retrieval: a review
Cunjuan Zhu, Qi Jia, Wei Chen, Yanming Guo, Yu Liu
International Journal of Multimedia Information Retrieval  ·  23 Feb 2023  ·  doi:10.1007/s13735-023-00267-8
JCR-Q2 IJMIR
Investigating intrinsic degradation factors by multi-branch aggregation for real-world underwater image enhancement
Investigating intrinsic degradation factors by multi-branch aggregation for real-world underwater image enhancement
Xinwei Xue, Zexuan Li, Long Ma, Qi Jia, Risheng Liu, Xin Fan
Pattern Recognition  ·  01 Jan 2023  ·  doi:10.1016/j.patcog.2022.109041
CCF-B JCR-Q1 PR
Characteristic Mapping for Ellipse Detection Acceleration
Characteristic Mapping for Ellipse Detection Acceleration
Qi Jia, Xin Fan, Yang Yang, Xuxu Liu, Zhongxuan Luo, Qian Wang, Xinchen Zhou, Longin Jan Latecki
IEEE Transactions on Image Processing  ·  01 Jan 2023  ·  doi:10.1109/TIP.2023.3268563
CCF-A JCR-Q1 TIP
Lifelong Fine-Grained Image Retrieval
Lifelong Fine-Grained Image Retrieval
Wei Chen, Haoyang Xu, Nan Pu, Yu Liu, Mingrui Lao, Weiping Wang, Li Liu, Michael S. Lew
IEEE Transactions on Multimedia  ·  01 Jan 2023  ·  doi:10.1109/TMM.2022.3222934
CCF-B JCR-Q1 TMM

2022

Meta Reconciliation Normalization for Lifelong Person Re-Identification
Meta Reconciliation Normalization for Lifelong Person Re-Identification
Nan Pu, Yu Liu, Wei Chen, Erwin M. Bakker, Michael S. Lew
Proceedings of the 30th ACM International Conference on Multimedia  ·  10 Oct 2022  ·  doi:10.1145/3503161.3548234
CCF-A ACM-MM
Cross-SRN: Structure-Preserving Super-Resolution Network With Cross Convolution
Cross-SRN: Structure-Preserving Super-Resolution Network With Cross Convolution
Yuqing Liu, Qi Jia, Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao
IEEE Transactions on Circuits and Systems for Video Technology  ·  01 Aug 2022  ·  doi:10.1109/TCSVT.2021.3138431
CCF-B JCR-Q1 TCSVT
Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way
Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way
Qi Jia, Shuilian Yao, Yu Liu, Xin Fan, Risheng Liu, Zhongxuan Luo
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)  ·  01 Jun 2022  ·  doi:10.1109/CVPR52688.2022.00467
Source
CCF-A CVPR
Feature Estimations Based Correlation Distillation for Incremental Image Retrieval
Feature Estimations Based Correlation Distillation for Incremental Image Retrieval
Wei Chen, Yu Liu, Nan Pu, Weiping Wang, Li Liu, Michael S. Lew
IEEE Transactions on Multimedia  ·  01 Jan 2022  ·  doi:10.1109/TMM.2021.3073279
CCF-B JCR-Q1 TMM

2021

Underwater Species Detection using Channel Sharpening Attention
Underwater Species Detection using Channel Sharpening Attention
Lihao Jiang, Yi Wang, Qi Jia, Shengwei Xu, Yu Liu, Xin Fan, Haojie Li, Risheng Liu, Xinwei Xue, Ruili Wang
Proceedings of the 29th ACM International Conference on Multimedia  ·  17 Oct 2021  ·  doi:10.1145/3474085.3475563
CCF-A ACM-MM
From Superficial to Deep: Language Bias driven Curriculum Learning for Visual Question Answering
From Superficial to Deep: Language Bias driven Curriculum Learning for Visual Question Answering
Mingrui Lao, Yanming Guo, Yu Liu, Wei Chen, Nan Pu, Michael S. Lew
Proceedings of the 29th ACM International Conference on Multimedia  ·  17 Oct 2021  ·  doi:10.1145/3474085.3475492
CCF-A ACM-MM
Integrating information theory and adversarial learning for cross-modal retrieval
Integrating information theory and adversarial learning for cross-modal retrieval
Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew
Pattern Recognition  ·  01 Sep 2021  ·  doi:10.1016/j.patcog.2021.107983
CCF-B JCR-Q1 PR
A Language Prior Based Focal Loss for Visual Question Answering
A Language Prior Based Focal Loss for Visual Question Answering
Mingrui Lao, Yanming Guo, Yu Liu, Michael S. Lew
2021 IEEE International Conference on Multimedia and Expo (ICME)  ·  05 Jul 2021  ·  doi:10.1109/ICME51207.2021.9428165
CCF-B ICME
Lifelong Person Re-Identification via Adaptive Knowledge Accumulation
Lifelong Person Re-Identification via Adaptive Knowledge Accumulation
Nan Pu, Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)  ·  01 Jun 2021  ·  doi:10.1109/CVPR46437.2021.00781
CCF-A CVPR
Multi-stage hybrid embedding fusion network for visual question answering
Multi-stage hybrid embedding fusion network for visual question answering
Mingrui Lao, Yanming Guo, Nan Pu, Wei Chen, Yu Liu, Michael S. Lew
Neurocomputing  ·  01 Jan 2021  ·  doi:10.1016/j.neucom.2020.10.071
CCF-C JCR-Q1 Neurocomputing