近期论文
2024
[1]. Dachuan Shi, Chun Yuan, et al., CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers，ICML2024
[2]. Zixuan Hu, Chun Yuan, et al., Sparse Model Inversion: Efficient Inversion of Vision Transformers with Less Hallucination，ICML2024
[3]. Yongxian Wei, Chun Yuan, et al., Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models，ICML2024
[4]. Kang Liu, Chun Yuan, et al., DFD: Distillng the Feature Disparity Differently for Detectors，ICML2024
[5]. Quan Zhang, Chun Yuan, et al., Distilling Semantic Priors from SAM to Efficient Image Restoration Models，CVPR2024
[6]. Feng Lu, Chun Yuan, et al., CricaVPR: Cross-image Correlation-aware Representation Learning for Visual Place Recognition，CVPR2024
[7]. Yongxian Wei, Chun Yuan, et al., A Free Lunch for Faster and Better Data-Free Meta-Learning，CVPR2024
[8]. Yifan Wang, Chun Yuan, et al., Negative-Sensitive Framework with Semantic Enhancement for Composed Image Retrieval, IEEE Transaction on Multimedia (TMM)2024
[9]. Zihan Zhong, Chun Yuan, et al., Convolution Meets LoRA: Parameter Efficient Fine tuning for Segment Anything Model，ICLR2024
[10]. Feng Lu, Chun Yuan, et al., Towards Seamless Adaptation of Pre-trained Models for Visual Place Recognition，ICLR2024
[11]. Yutao Yuan, Chun Yuan, et al., Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution, AAAI2024
[12]. Ziyang Yuan, Chun Yuan, et al., Blind Face Restoration under Extreme Conditions: Leveraging 3D-2D Prior Fusion for Superior Structural and Texture Recovery, AAAI2024
[13]. Weixi Weng, Chun Yuan, et al., Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework, AAAI2024
[14]. Feng Lu, Chun Yuan, et al., Deep Homography Estimation for Visual Place Recognition，AAAI2024
2023
[1]. Shuting Dong，Chun Yuan，et al, Enhanced Image Deblurring: An Efficient Frequency Exploitation and Preservation Network, ACMMM2023
[2]. Zihao Wang, Chun Yuan, et al, Adaptive Contrastive Learning for Learning Robust Representations under Label Noise, ACMMM2023
[3]. Zenghao Cai, Chun Yuan, et al, HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details, ICCV2023
[4]. Ziyang Yuan, Chun Yuan, et al, Make Encoder Great Again in 3D GAN Inversion through Geometry and Occlusion-Aware Encoding, ICCV2023
[5]. Zhendong Yang, Chun Yuan, et al, From Knowledge Distillation to Self-Knowledge Distillation: A Unified Approach with Normalized Loss and Customized Soft Labels, ICCV2023
[6]. Manyi Zhang, Chun Yuan, et al, When Noisy Labels Meet Long Tail Dilemmas: A Representation Calibration Method, ICCV2023
[7]. Tianke Zhang, Chun Yuan, et al,Accurate 3D Face Reconstruction with Facial Component Tokens, ICCV2023
[8]. Dachuan Shi,Chun Yuan, et al, UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers, ICML 2023
[9]. Zixuan Hu, Chun Yuan, et al, Learning to Learn from APIs: Black-box Data-free Meta-Learning, ICML2023
[10]. Zhengzhuo Xu, Chun Yuan, et al., Learning Imbalanced Data with Vision Transformers，CVPR 2023
[11]. Yunpeng Bai, Chun Yuan, et al., High-fidelity Facial Avatar Reconstruction from Monocular Video with Generative Priors，CVPR 2023
[12]. Zixuan Hu, Chun Yuan, et al., Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning，CVPR 2023
[13]. Xiaohu Jiang, Chun Yuan, et al., Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks CVPR 2023
[14]. Shuting Dong, Chun Yuan, et al.,DFVSR: Directional Frequency Video Super-Resolution via Asymmetric and Enhancement Alignment Network, IJCAI 2023
[15]. Zixuan Hu, Chun Yuan, et al., Task-adaptive Feature Disentanglement and Hallucination for Few-shot Classification, TCSVT2023
[16]. Lu Feng, Dong Shuting, Yuan Chun, et al, AANet: Aggregation and Alignment Network with Semi-hard Positive Sample Mining for Hierarchical Place Recognition, ICRA2023
[17]. Binjie Zhang, Chun Yuan, et al.,Darwinian Model Upgrades: Model Evolving with Selective Compatibility, AAAI 2023
[18]. Zixiao Wang, Chun Yuan, et al., Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos，AAAI 2023
2022
[19]. Yiming Zhu，Chun Yuan，et al., One Model to Edit Them All: Free-Form Text-DrivenImage Manipulation with Semantic Modulations, NeurIPS 2022 Spotlight
[20]. Zhendong Yang, Zhe Li, Mingqi Shao, Dachuan Shi, Zehuan Yuan, Chun Yuan, Masked Generative Distillation, ECCV 2022
[21]. Cairong Wang, Yiming Zhu, and Chun Yuan,Diverse Image Inpainting with Normalizing Flow, ECCV 2022
[22]. Zenghao Chai, Haoxian Zhang, Jing Ren, Di Kang, Zhengzhuo Xu , Xuefei Zhe, Chun Yuan, and Linchao Bao, REALY: Rethinking the Evaluation of 3D Face Reconstruction, ECCV 2022
[23]. Yunpeng Bai, Chao Dong, Zenghao Chai , Andong Wang, Zhengzhuo Xu, and Chun Yuan, Semantic-Sparse Colorization Network for Deep Exemplar-based Colorization, ECCV 2022
[24]. Lei Li , Kai Fan and Chun Yuan,Cross-modal Representation Learning and Relation Reasoning for Bidirectional Adaptive Manipulation, IJCAI2022 CCF A
[25]. Binjie Zhang, Yixiao Ge , Yantao Shen, Shupeng Su, Fanzi Wu, Chun Yuan, Xuyuan Xu, Yexin Wang , Ying Shan, Towards Universal Backward-Compatible Representation Learning，IJCAI2022 CCF A
[26]. Zhihui Lin, Tianyu Yang, Maomao Li, Ziyu Wang, Chun Yuan†, Wenhao Jiang, and Wei Liu, SWEM: Towards Real-Time Video Object Segmentation with Sequential Weighted Expectation-Maximization，CVPR2022 CCF A
[27]. Zhendong Yang, Zhe Li, Xiaohu Jiang, Yuan Gong, Zehuan Yuan, Danpei Zhao, Chun Yuan,Focal and Global Knowledge Distillation for Detectors， CVPR2022 CCF A
[28]. Jiayin Cai, Xin Tao, Changlin Li, Chun Yuan, Yu-Wing Tai, Deep Interactive Video Inpainting: an Invisibility Cloak for Harry Potter, ACM MM2022 CCF A
[29]. Lei Li, Chun Yuan et al., Structural Supervision for Word Alignment and Machine Translation, ACL 2022 CCF A
[30]. Binjie Zhang, Yixiao Ge , Yantao Shen, Shupeng Su, Fanzi Wu, Chun Yuan, Xuyuan Xu, Yexin Wang , Ying Shan, Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval, ICLR 2022. CCF A
[31]. Ke Zhang&, Chun Yuan*,et al.,Weakly Supervised Instance Segmentation By Exploring Entire Object Regions，IEEE Transaction on Multimedia 2022, THU A
2021
[32]. Zhengzhuo Xu&, Zenghao Chai&, Chun Yuan*，Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective[C]// NeurIPS2021 CCF A
[33]. Lei Li&, Chun Yuan*，VQMG: Hierarchical Vector Quantised and Multi-hops Graph Reasoning for Explicit Representation Learning[C]//ACM MM2021 CCF A
[34]. Meng Wei, Chun Yuan, Xiaoyu Yue, Kuo Zhong Title:HOSE-Net: Higher Order Structure Embedded Network for Scene Graph Generation, ACMMM2020 （CCF A）
[35]. Lu, Yuwu; Wang, Wenjing; Yuan, Chun; Li, Xuelong; Lai, Zhihui; Manifold Transfer Learning Via Discriminant Regression Analysis, IEEE Transaction on Multimedia，2020 (清华CS，A)
[36]. Kuo Zhong, Ying Wei, Chun Yuan, Haoli Bai, Junzhou Huang, TranSlider: Transfer Ensemble Learning from Exploitation to Exploration KDD2020(CCF A)
[37]. Zhihui Lin, Chun Yuan, Maomao Li, Yangyang Cheng, AF-SVG: Hierarchical Stochastic Video Generation with Aligned Features, IJCAI2020, (CCF A)
[38]. Jianyin Cai, Chun Yuan, Cheng Shi, Lei Li, Yangyang Cheng, Ying Shan“Feature Augmented Memory with Global Attention Network for VideoQA IJCAI2020, (CCF A)
[39]. Yuwei Zhang, Peng Zhang, Chun Yuan, and Zhi Wang, Texture and Shape biased Two-Stream Networks for Clothing Classification and Attribute Recognition， CVPR2020 (CCF A)
[40]. Zhihui Lin, Maomao Li, Zhuobin Zheng, Yangyang Cheng, Chun Yuan, Self-Attention ConvLSTM for Spatiotemporal Prediction, AAAI2020 (CCF A)
[41]. Lishu Luo, Chun Yuan, Ke Zhang, Yuwu Zhang, Double Shot: Preserve and Erase Based Class Attention Networks for Weakly Supervised Localization (PECA-Net) ICME2020 (CCF B)
[42]. Chenxi Yuan , Yang Bai, Chun Yuan Bridge the Gap: High-level Semantic Planning for Image Captioning Coling, Coling2020 CCF B
[43]. Chenxi Yuan, Chun Yuan,Yang Bai Ziran Li, Logic Enhanced Commonsense Inference with Chain Transformer, CIKM 2020 CCF B
[44]. Zhuobin Zheng, Chun Yuan, Zhihui Lin, Yangyang Cheng, Self-Supervised Mixture-of-Experts by Uncertainty Estimation, AAAI 2019 (CCF A)
[45]. Zhiming Ma, Chun Yuan, Image-to-Tree: A Tree-structured Decoder for Image Captioning, ICME 2019 (CCF B)
[46]. Maomao Li, Chun Yuan, et al. Stochastic Video Generation with Disentangled Representations ICME 2019 (CCF B)
[47]. Zhuobin Zheng, Youcheng Ben, Chun Yuan, Multi-Scale Visual Semantics Aggregation with Self-Attention for End-to-End Image-Text Matching[C]//Asian Conference on Machine Learning. 2019: 940-955. （CCF C）
[48]. Qiurui Wang, Chun Yuan, Jingdong Wang, Wenjun Zeng, Learning Attentional Recurrent Neural Network for Visual Tracking. IEEE Transactions on Multimedia.in press 2018 (JCR Q1) (清华CS，A)
[49]. Yuwu Lu, Chun Yuan, Wenwu Zhu, Xuenong Li, Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification, IEEE Transaction on Image Processing, in press 2018 (CCF A)
[50]. Yuwu Lu, Chun Yuan, Xuenong Li, Zhihui Lai, David Zhang, Structurally Incoherent Low-Rank 2DLPP for Image Classification, IEEE Transactions on Circuits and Systems for Video Technology, in press 2018 (CCF B)
[51]. Zhou Cheng, Chun Yuan, Jiancheng Li, Haiqin Yuang, TreeNet: Learning sentence representations with unconstrained tree structure, in press, IJCAI 2018 (CCF A)
[52]. Zhuobin Zheng, Chun Yuan, Zhihui Lin, Yangyang Cheng, Hanghao Wu, Self-Adaptive Double bootstrapped DDPG，in press, IJCAI 2018 (CCF A)
[53]. Yuwu Lu, Chun Yuan, Xuenong Li, Zhihui Lai, David Zhang, Horizontal and Vertical Nuclear Norm-Based 2DLDA for Image Representation, IEEE Transactions on Circuits and Systems for Video Technology, 2018 (CCF B)
[54]. Youcheng Ben, Chun Yuan, Densely stacked generative adversarial networks, ICME 2018 (CCF B)
[55]. Zhiguan Lin, Chun Yuan, Robust Visual Tracking in Low-Resolution Sequence. IEEE International Conference on Image Processing ICIP 2018, (清华CS，B)
[56]. Dali Yang, Chun Yuan. Hierarchical Context Encoder for Events Captioning in Videos, IEEE International Conference on Image Processing, ICIP2018, (清华CS，B)
[57]. Yipeng Ma, Chun Yuan, Efficient Multi-level Correlating for Visual Tracking，ACCV2018 (清华CS，B)
[58]. Shreyank, Chun Yuan, ColorNet: Investigating the importance of color and color spaces for image classification, ACCV2018 (清华CS，B)