Welcome to DMCV!
Low-level Vision
Image Restoration (including JPEG, Blurring, SR, White Noise, Haze)
2D Perception
Image/Video Understanding and Analysis (including Semantic Segmentation of Ultra-high Resolution Image, Cross-modality Person Re-Identification, Image/Video Anomaly Detection)
3D Perception
3D Point Cloud Analysis (including Shape Recognition, Semantic Segmentation of Indoor Scenes, Semantic Segmentation and Detection of Large-scale Point Cloud for Autonomous Driving)
NEWS
2024-2
Congratulations! 4 papers have been accepted by CVPR 2024!
2024-1
Congratulations! 1 paper has been accepted by ICLR 2024 (Spotlight)!
2023-12
Congratulations! 1 paper has been accepted by TPAMI 2024!
2023-3
Congratulations! 3 papers have been accepted by CVPR 2023!
RECENT REPRESENTATIVE TOP-LEVEL CONFERENCE PAPERS:
New Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception
Haoming Chen, Zhizhong Zhang#, Yanyun Qu, Ruixin Zhang, Xin Tan, Yuan Xie*
CVPR, 2024
New COTR: Compact Occupancy TRansformer for Vision-based 3D Occupancy Prediction
Qihang Ma#, Xin Tan#, Yanyun Qu, Lizhuang Ma, Zhizhong Zhang*, Yuan Xie
CVPR, 2024
New Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer
Zhen Zhao, Jingqun Tang, Chunhui Lin, Binghong Wu, Can Huang, Hao Liu, Xin Tan, Zhizhong Zhang*, Yuan Xie
CVPR, 2024
New PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection
Xiaofan Li, Zhizhong Zhang, Xin Tan*, Yanyun Qu, Chengwei Chen, Yuan Xie, Lizhuang Ma
CVPR, 2024
New Prompt Gradient Projection for Continual Learning
Jingyang Qiao#, Zhizhong Zhang#, Xin Tan, Chengwei Chen, Yanyun Qu, Yong Peng, Yuan Xie*
ICLR, 2024 (Spotlight)
New Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection
Hongquan Zhang, Bin-Bin Gao, Yi Zeng, Xudong Tian, Xin Tan, Zhizhong Zhang*, Yanyun Qu, Jun Liu, Yuan Xie
AAAI, 2024
New Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point Cloud Panoptic Segmentation
Yujun Chen, Xin Tan*, Zhizhong Zhang, Yanyun Qu, Yuan Xie
AAAI, 2024
New SkipDiff: Adaptive Skip Diffusion Model for High-Fidelity Perception Image Super-resolution
Xiaotong Luo, Yuan Xie, Yanyun Qu*, Yun Fu
AAAI, 2024
New CLIP-guided Federated Learning on Heterogeneity and Long-Tailed Data
Jiangming Shi, Shanshan Zheng, Xiangbo Yin, Yang Lu, Yuan Xie, Yanyun Qu*
AAAI, 2024
New Learning Re-sampling Methods with Parameter Attribution for Image Super-resolution
Xiaotong Luo, Yuan Xie, Yanyun Qu*
NeurIPS, 2023
Rethinking Gradient Projection Continual Learning: Stability/Plasticity Feature Space Decoupling
Zhen Zhao, Zhizhong Zhang*, Xin Tan, Jun Liu, Yanyun Qu, Yuan Xie*, Lizhuang Ma
CVPR, 2023
Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference
Tenghao Cai, Zhizhong Zhang*, Xin Tan, Yanyun Qu, Guannan Jiang, Chengjie Wang, Yuan Xie*
CVPR, 2023
Memory-friendly Scalable Super-resolution via Rewinding Lottery Ticket Hypothesis
Jin Lin, Xiaotong Luo, Ming Hong, Yanyun Qu, Yuan Xie, Zongze Wu
CVPR, 2023
Weakly Supervised 3D Segmentation via Receptive-driven Pseudo Label Consistency and Structural Consistency
Yuxiang Lan, Yachao Zhang, Yanyun Qu*, Cong Wang, Yuan Xie*, Zongze Wu
AAAI, 2023
High-Resolution GAN Inversion for Degraded Images in Large Diverse Datasets
Yanbo Wang, Chuming Lin, Donghao Luo, Ying Tai, Zhizhong Zhang*, Yuan Xie
AAAI, 2023
SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning
Jinxiang Lai, Siqian Yang, Wenlong Wu, Guannan Jiang, Xi Wang, Jun Liu, Bin-Bin Gao, Wei Zhang, Yuan Xie*, Chengjie Wang*
AAAI, 2023
Optimization over Disentangled Encoding: Unsupervised Cross-Domain Point Cloud Completion via Occlusion Factor Manipulation
Jingyu Gong, Fengqi Liu, Jiachen Xu, Min Wang, Xin Tan, Zhizhong Zhang, Ran Yi, Haichuan Song, Yuan Xie*, Lizhuang Ma*
ECCV, 2022
Optimal Transport for Label-Efficient Visiable-Infrared Person Re-Identification
Jiangming Wang, Zhizhong Zhang*, Mingang Chen, Yi Zhang, Cong Wang, Bin Sheng, Yanyun Qu, Yuan Xie
ECCV, 2022
Mutually Reinforcing Structure with Proposal Contrastive Consistency for Few-Shot Object Detection
TianXue Ma, Mingwei Bi, Jian Zhang, Wang Yuan, Zhizhong Zhang*, Yuan Xie, Shouhong Ding, Lizhuang Ma
ECCV, 2022
Self-supervised Exclusive Learning for 3D Segmentation with Cross-Modal Unsupervised Domain Adaptation
Yachao Zhang, Miaoyu Li, Yuan Xie*, Cuihua Li, Cong Wang, Zhizhong Zhang, Yanyun Qu*
ACM MM, 2022
Hierarchical Walking Transformer for Object Re-Identification
Xudong Tian, Jun Liu, Zhizhong Zhang*, Chengjie Wang, Yanyun Qu, Yuan Xie, Lizhuang Ma
ACM MM, 2022
Adjustable Memory-efficient Image Super-resolution via Individual Kernel Sparsity
Xiaotong Luo, Mingliang Dai, Yulun Zhang, Yuan Xie*, Ding Liu, Yanyun Qu*, Yun Fu, Junping Zhang
ACM MM, 2022
Global Meets Local: Effective Multi-Label Image Classification via Category-Aware Weak Supervision
Jiawei Zhan, Jun Liu, Wei Tang, Guannan Jiang, Xi Wang, Bin-Bin Gao, Tianliang Zhang, Wenlong Wu, Wei Zhang, Chengjie Wang*, Yuan Xie*
ACM MM, 2022
Rethinking the Metric in Few-shot Learning: From an Adaptive Multi-Distance Perspective
Jinxiang Lai, Siqian Yang, Guannan Jiang, Xi Wang, Yuxi Li, Zihui Jia, Xiaochen Chen, Jun Liu, Bin-Bin Gao, Wei Zhang, Yuan Xie*, Chengjie Wang*
ACM MM, 2022
Not All Pixels Are Matched: Dense Contrastive Learning for Cross-Modality Person Re-Identification
Hanzhe Sun, Jun Liu, Zhizhong Zhang, Chengjie Wang, Yanyun Qu, Yuan Xie*
ACM MM, 2022
Cross-Domain and Cross-Modal Knowledge Distillation in Domain Adaptation for 3D Semantic Segmentation
Miaoyu Li, Yachao Zhang, Yuan Xie, Zuodong Gao, Cuihua Li, Zhizhong Zhang, Yanyun Qu*
ACM MM, 2022
Self-supervised Models are Good Teaching Assistants for Vision Transformers
Haiyan Wu, Yuting Gao, Yinqi Zhang, Shaohui Lin*, Yuan Xie*, Xing Sun, Ke Li
ICML, 2022
En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning
Xia Kong, Zuodong Gao, Xiaofan Li, Ming Hong, Jun Liu, Chengjie Wang, Yuan Xie*, Yanyun Qu*
CVPR, 2022
Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints
Junshu Tang, Zhijun Gong, Ran Yi, Yuan Xie, Lizhuang Ma
CVPR, 2022
HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization
Mengtian Li, Yuan Xie, Yunhang Shen, Bo Ke, Ruizhi Qiao, Bo Ren, Shaohui Lin, Lizhuang Ma
CVPR, 2022
Task-level Self-supervision for Cross-domain Few-shot Learning
Wang Yuan#, Zhizhong Zhang#, Cong Wang, Haichuan Song, Yuan Xie*, Lizhuang Ma*
AAAI, 2022
Comprehensive Regularization in a Bi-directional Predictive Network for Video Anomaly Detection
Chengwei Chen, Yuan Xie*, Shaohui Lin, Angela Yao, Guannan Jiang, Wei Zhang, Yanyun Qu, Ruizhi Qiao, Bo Ren, Lizhuang Ma*
AAAI, 2022
RECENT REPRESENTATIVE TOP-LEVEL JOURNAL PAPERS:
New Variational Distillation for Multi-View Learning
Xudong Tian#, Zhizhong Zhang#, Cong Wang, Wensheng Zhang, Yanyun Qu, Lizhuang Ma, Zongze Wu, Yuan Xie*, Dacheng Tao
IEEE Trans. on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2024
New Image Understands Point Cloud: Weakly Supervised 3D Semantic Segmentation via Association Learning
Tianfang Sun, Zhizhong Zhang*, Xin Tan, Yanyun Qu, Yuan Xie
IEEE Transactions on Image Processing (IEEE TIP), 2024
Affine Subspace Robust Low-Rank Self-Representation: From Matrix to Tensor
Yongqiang Tang, Yuan Xie*, Wensheng Zhang
IEEE Trans. on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023
Positive-Negative Receptive Field Reasoning for Omni-supervised 3D Segmentation
Xin Tan, Qihang Ma, Jingyu Gong, Jiachen Xu, Zhizhong Zhang, Haichuan Song, Yanyun Qu, Yuan Xie*, Lizhuang Ma
IEEE Trans. on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023
Lattice Network for Lightweight Image Restoration
Xiaotong Luo, Yanyun Qu*, Yuan Xie*, Yulun Zhang, Cuihua Li, Yun Fu
IEEE Trans. on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022
Robust Kernelized Multi-View Self-Representation for Subspace Clustering
Yuan Xie, Jinyan Liu, Yanyun Qu, Dacheng Tao, Wensheng Zhang, Longquan Dai, Lizhuang Ma
IEEE Trans. on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Joint Deep Multi-View Learning for Image Clustering
Yuan Xie, Bingqian Lin, Yanyun Qu, Cuihua Li, Wensheng Zhang, Lizhuang Ma, Yonggang Wen, Dacheng Tao
IEEE Trans. on Knowledge and Data Engineering (IEEE TKDE), 2020
Learning to Align via Wasserstein for Person Re-Identification
Zhizhong Zhang*, Yuan Xie*, Yongqiang Tang, Wensheng Zhang, Qi Tian
IEEE Trans. on Image Processing (IEEE TIP), 2020
Generalized Latent Multi-View Subspace Clustering
Changqing Zhang, Huazhu Fu, Qinghua Hu, Xiaochun Chao, Yuan Xie, Dacheng Tao, Dong Xu
IEEE Trans. on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2020
Hyper-Laplacian Regularized Multilinear Multiview Self-Representation for Clustering and Semisupervised Learning
Yuan Xie, Dacheng Tao, Yanyun Qu, Wensheng Zhang, Longquan Dai
IEEE Trans. on Cybernetics, 2020
Effective Image Retrieval via Multilinear Multi-Index Fusion
Zhizhong Zhang*, Yuan Xie*, Wensheng Zhang, Qi Tian
IEEE Trans. on Multimedia (IEEE TMM), 2019
Tensor Multi-Elastic Kernel Self-Paced Learning for Time Series Clustering
Yongqiang Tang*, Yuan Xie*, Xuebing Yang, Jinghao Niu, Wensheng Zhang
IEEE Trans. on Knowledge and Data Engineering (IEEE TKDE), 2019
Colored Fused Filament Fabrication
Haichuan Song, Jonas Martinez, Pierre Bedell, Noemie Vennin, Sylvain Lefebvre
ACM Transactions on Graphics (ACM TOG), 2019
Tensor Multi-task Learning for Person Re-identification
Zhizhong Zhang*, Yuan Xie*, Yongqiang Tang, Wensheng Zhang, Qi Tian
IEEE Trans. on Image Processing (IEEE TIP), 2019
Interpreting and Extending the Guided Filter via Cyclic Coordinate Descent
Longquan Dai, Mengke Yuan, Liang Tang,Yuan Xie, Xiaopeng Zhang, Jinghui Tang
IEEE Trans. on Image Processing (IEEE TIP), 2019
On Unifying Multi-View Self-Representation for Clustering by Tensor Multi-Rank Minimization
Yuan Xie, Dacheng Tao, Wensheng Zhang, Yan Liu, Lei Zhang, Yanyun Qu
International Journal of Computer Vision (IJCV), 2018
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