Publications

Dayan Guan, Yun Xing, Jiaxing Huang, Aoran Xiao, Abdulmotaleb El Saddik, Shijian Lu (2024). S2Match: Self-paced sampling for data-limited semi-supervised learning. In Pattern Recognition (PR), 2024.

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Yi Yu, Yufei Wang, Wenhan Yang, Lanqing Guo, Shijian Lu, Ling-Yu Duan, Yap-Peng Tan, Alex C. Kot (2024). Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.

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Jiaxing Huang, Jingyi Zhang, Kai Jiang, Shijian Lu (2024). Open-Vocabulary Object Detection via Language Hierarchy. In Thirty-Eighth Conference on Neural Information Processing Systems (NeurIPS), 2024.

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Jingyi Zhang, Jiaxing Huang, Xiaoqin Zhang, Ling Shao, Shijian Lu (2024). Historical Test-time Prompt Tuning for Vision Foundation Models. In Thirty-Eighth Conference on Neural Information Processing Systems (NeurIPS), 2024.

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Yun Xing, Yiheng Li, Ivan Laptev, Shijian Lu (2024). Mitigating object hallucination via concentric causal attention. In Thirty-Eighth Conference on Neural Information Processing Systems (NeurIPS), 2024.

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Kai Jiang, Jiaxing Huang, Weiying Xie, Jie Lei, Yunsong Li, Ling Shao, Shijian Lu (2024). Domain Adaptation for Large-Vocabulary Object Detectors. In Thirty-Eighth Conference on Neural Information Processing Systems (NeurIPS), 2024.

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Xueying Jiang, Sheng Jin, Xiaoqin Zhang, Ling Shao, Shijian Lu (2024). MonoMAE: Enhancing Monocular 3D Detection through Depth-Aware Masked Autoencoders. In Thirty-Eighth Conference on Neural Information Processing Systems (NeurIPS), 2024.

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Kunhao Liu, Fangneng Zhan, Muyu Xu, Christian Theobalt, Ling Shao, Shijian Lu (2024). Stylegaussian: Instant 3d style transfer with gaussian splatting. In SIGGRAPH Asia, 2024.

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Kai Jiang, Jiaxing Huang, Weiying Xie, Jie Lei, Yunsong Li, Ling Shao, Shijian Lu (2024). Da-bev: Unsupervised domain adaptation for bird’s eye view perception. In European Conference on Computer Vision (ECCV), 2024.

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Aoran Xiao, Weihao Xuan, Heli Qi, Yun Xing, Ruijie Ren, Xiaoqin Zhang, Ling Shao, Shijian Lu (2024). CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model. In European Conference on Computer Vision (ECCV), 2024.

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Aoran Xiao, Xiaoqin Zhang, Ling Shao, Shijian Lu (2024). A survey of label-efficient deep learning for 3D point clouds. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.

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Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-peng Tan, Alex C Kot (2024). Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders. In International Conference on Machine Learning (ICML), 2024.

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Aoran Xiao, Jiaxing Huang, Kangcheng Liu, Dayan Guan, Xiaoqin Zhang, Shijian Lu (2024). Domain Adaptive LiDAR Point Cloud Segmentation via Density-Aware Self-Training. In IEEE Transactions on Intelligent Transportation Systems, 2024.

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Yingchen Yu, Rongliang Wu, Yifang Men, Shijian Lu, Miaomiao Cui, Xuansong Xie, Chunyan Miao (2024). MorphNeRF: Text-Guided 3D-aware Editing via Morphing Generative Neural Radiance Fields. In IEEE Transactions on Multimedia (TMM), 2024.

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Han Qiu, Jiaxing Huang, Peng Gao, Lewei Liu, Xiaoqin Zhang, Shijian Lu (2024). Masked AutoDecoder is Effective Multi-Task Vision Generalist. In Conference on Computer Vision and Pattern Recognition (CVPR), 2024

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Jiahui Zhang, Fangneng Zhan, Muyu Xu, Shijian Lu, Eric Xing (2024). FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization. In Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

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Xueying Jiang, Sheng Jin, Lewei Liu, Xiaoqin Zhang, Shijian Lu (2024). Weakly Supervised Monocular 3D Detection with a Single-View Image. In Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

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Jiahao Nie, Yun Xing, Gongjie Zhang, Pei Yan, Aoran Xiao, Yap-Peng Tan, Alex C Kot, Shijian Lu (2024). Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining. In Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

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Sicong Leng, Hang Zhang, Guanzheng Chen, Xin Li, Shijian Lu, Chunyan Miao, Lidong Bing (2024). Mitigating object hallucinations in large vision-language models through visual contrastive decoding. In Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

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Adilbek Karmanov, Dayan Guan, Shijian Lu, Abdulmotaleb El Saddik, Eric Xing (2024). Efficient Test-Time Adaptation of Vision-Language Models. In Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

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Zhipeng Luo, Changqing Zhou, Liang Pan, Gongjie Zhang, Tianrui Liu, Yueru Luo, Haiyu Zhao, Ziwei Liu, Shijian Lu (2024). Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.

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Jingyi Zhang, Jiaxing Huang, Sheng Jin, Shijian Lu (2024). Vision-Language Models for Vision Tasks: A Survey. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.

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Siyuan Yang, Jun Liu, Shijian Lu, Er Meng Hwa, Alex C Kot (2024). One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.

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Siyuan Yang, Jun Liu, Shijian Lu, Er Meng Hwa, Yongjian Hu, Alex C Kot (2023). Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.

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Sheng Jin, Xueying Jiang, Jiaxing Huang, Lewei Liu, Shijian Lu (2024). LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors. In International Conference on Learning Representations (ICLR), 2024.

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Gongjie Zhang, Zhipeng Luo, Yingchen Yu, Jiaxing Huang, Kaiwen Cui, Shijian Lu, Eric Xing (2024). Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature Fusion. In International Journal on Computer Vision (IJCV), 2024.

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Zhipeng Luo, Gongjie Zhang, Changqing Zhou, Zhonghua Wu, Qingyi Tao, Lewei Liu, Shijian Lu (2024). Modeling Continuous Motion for 3D Point Cloud Object Tracking. In AAAI Conference on Artificial Intelligence (AAAI), 2024.

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Rongliang Wu, Yingchen Yu, Fangneng Zhan, Jiahui Zhang, Shengcai Liao, Shijian Lu (2023). POCE: Pose-Controllable Expression Editing. In IEEE Transactions on Image Processing (TIP), 2023.

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Yingjian Li, Jiaxing Huang, Shijian Lu, Zheng Zhang, Guangming Lu (2023). Cross-Domain Facial Expression Recognition via Contrastive Warm up and Complexity-aware Self-Training. In IEEE Transactions on Image Processing (TIP), 2023.

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Aoran Xiao, Dayan Guan, Xiaoqin Zhang, Shijian Lu (2023). Domain Adaptive LiDAR Point Cloud Segmentation with 3D Spatial Consistency. In IEEE Transactions on Multimedia (TMM), 2023.

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Gongjie Zhang, Jiahao Lin, Shuang Wu, Yilin Song, Zhipeng Luo, Yang Xue, Shijian Lu, Zuoguan Wang (2023). Online Map Vectorization for Autonomous Driving: A Rasterization Perspective. In Thirty-Seventh Conference on Neural Information Processing Systems (NeurIPS), 2023.

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Yun Xing, Jian Kang, Aoran Xiao, Jiahao Nie, Shao Ling, Shijian Lu (2023). Bridging Semantic Gaps for Language-Supervised Semantic Segmentation. In Thirty-Seventh Conference on Neural Information Processing Systems (NeurIPS), 2023

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Kunhao Liu, Fangneng Zhan, Jiahui Zhang, Muyu Xu, Yingchen Yu, Abdulmotaleb El Saddik, Christian Theobalt, Eric Xing, Shijian Lu (2023). 3D Open-vocabulary Segmentation with Foundation Models. In Thirty-Seventh Conference on Neural Information Processing Systems (NeurIPS), 2023.

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Jiahui Zhang, Fangneng Zhan, Yingchen Yu, Kunhao Liu, Rongliang Wu, Xiaoqin Zhang, Ling Shao, Shijian Lu (2023). Pose-Free Neural Radiance Fields via Implicit Pose Regularization. In IEEE International Conference on Computer Vision (ICCV), 2023.

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Xueying Jiang, Jiaxing Huang, Sheng Jin, Shijian Lu (2023). Domain Generalization via Balancing Training Difficulty and Model Capability. In IEEE International Conference on Computer Vision (ICCV), 2023.

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Muyu Xu, Fangneng Zhan, Jiahui Zhang, Yingchen Yu, Xiaoqin Zhang, Christian Theobalt, Ling Shao, Shijian Lu (2023). WaveNeRF: Wavelet-based Generalizable Neural Radiance Fields. In IEEE International Conference on Computer Vision (ICCV), 2023.

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Jingyi Zhang, Jiaxing Huang, Xueying Jiang, Shijian Lu (2023). Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory. In IEEE International Conference on Computer Vision (ICCV), 2023.

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Fangneng Zhan, Yingchen Yu, Rongliang Wu, Jiahui Zhang, Shijian Lu, Lingjie Liu, Adam Kortylewski, Christian Theobalt, Eric Xing (2023). Multimodal Image Synthesis and Editing: The Generative AI Era. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.

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Rongliang Wu, Yingchen Yu, Fangneng Zhan, Jiahui Zhang, Xiaoqin Zhang, Shijian Lu (2023). Audio-Driven Talking Face Generation with Diverse yet Realistic Facial Animations. In Pattern Recognition (PR), 2023.

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Aoran Xiao, Jiaxing Huang, Weihao Xuan, Ruijie Ren, Kangcheng Liu, Dayan Guan, Abdulmotaleb El Saddik, Shijian Lu, Eric Xing (2023). 3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds. In Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

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Kaiwen Cui, Yingchen Yu, Fangneng Zhan, Shengcai Liao, Shijian Lu, Eric Xing (2023). KD-DLGAN: Data Limited Image Generation via Knowledge Distillation. In Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

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Kunhao Liu, Fangneng Zhan, Yiwen Chen, Jiahui Zhang, Yingchen Yu, Abdulmotaleb El Saddik, Shijian Lu, Eric Xing (2023). StyleRF: Zero-shot 3D Style Transfer of Neural Radiance Fields. In Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

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Jingyi Zhang, Jiaxing Huang, Xiaoqin Zhang, Shijian Lu (2023). Hierarchical Mask Calibration for Unified Domain Adaptive Panoptic Segmentation. In Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

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Kangcheng Liu, Aoran Xiao, Xiaoqin Zhang, Shijian Lu, Ling Shao (2023). FAC: 3D Representation Learning via Foreground Aware Feature Contrast. In Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

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Jiahui Zhang, Fangneng Zhan, Christian Theobalt, Shijian Lu (2023). Regularized Vector Quantization for Tokenized Image Synthesis. In Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

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Yi Yu, Yufei Wang, Wenhan Yang, Shijian Lu, Yap-peng Tan, Alex C Kot (2023). Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger. In Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

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Gongjie Zhang, Zhipeng Luo, Zichen Tian, Jingyi Zhang, Xiaoqin Zhang, Shijian Lu (2023). Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors. In Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

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Jingyi Zhang, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Xiaoqin Zhang, Shijian Lu (2023). Da-detr: Domain adaptive detection transformer by hybrid attention. In Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

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Chuhui Xue, Shijian Lu, Song Bai, Wenqing Zhang, Changhu Wang (2023). I2C2W: Image-to-Character-to-Word Transformers for Accurate Scene Text Recognition. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.

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Aoran Xiao, Jiaxing Huang, Dayan Guan, Xiaoqin Zhang, Shijian Lu, Ling Shao (2023). Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.

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Aoran Xiao, Jiaxing Huang, Dayan Guan, Kaiwen Cui, Shijian Lu, Ling Shao (2022). PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds. In Thirty-Sixth Conference on Neural Information Processing Systems (NeurIPS), 2022.

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Jiaxing Huang, Kaiwen Cui, Dayan Guan, Aoran Xiao, Fangneng Zhan, Shijian Lu, Shengcai Liao, Eric Xing (2022). Masked Generative Adversarial Networks are Data-Efficient Generation Learners. In Thirty-Sixth Conference on Neural Information Processing Systems (NeurIPS), 2022.

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Gongjie Zhang, Zhipeng Luo, Kaiwen Cui, Shijian Lu, Eric Xing (2022). Meta-detr: Few-shot object detection via unified image-level meta-learning. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.

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Fangneng Zhan, Yingchen Yu, Rongliang Wu, Jiahui Zhang, Kaiwen Cui, Changgong Zhang, Shijian Lu (2022). Auto-regressive Image Synthesis with Integrated Quantization. In European Conference on Computer Vision (ECCV) (Oral), 2022.

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Chuhui Xue, Wenqing Zhang, Yu Hao, Shijian Lu, Philip Torr, Song Bai (2022). Language Matters: A Weakly Supervised Vision-Language Pre-training Approach for Scene Text Detection and Spotting. In European Conference on Computer Vision (ECCV) (Oral), 2022.

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Yun Xing, Dayan Guan, Jiaxing Huang, Shijian Lu (2022). Domain Adaptive Video Segmentation via Temporal Pseudo Supervision. In European Conference on Computer Vision (ECCV), 2022.

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Fangneng Zhan, Yingchen Yu, Rongliang Wu, Jiahui Zhang, Kaiwen Cui, Aoran Xiao, Shijian Lu, Chunyan Miao (2022). Bi-level feature alignment for versatile image translation and manipulation. In European Conference on Computer Vision (ECCV), 2022.

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Chuhui Xue, Jiaxing Huang, Wenqing Zhang, Shijian Lu, Changhu Wang, Song Bai (2022). Contextual Text Block Detection towards Scene Text Understanding. In European Conference on Computer Vision (ECCV), 2022.

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Jiahui Zhang, Fangneng Zhan, Rongliang Wu, Yingchen Yu, Wenqing Zhang, Bai Song, Xiaoqin Zhang, Shijian Lu (2022). VMRF: View Matching Neural Radiance Fields. In 30th ACM International Conference on Multimedia (ACM Multimedia), 2022.

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Yingchen Yu, Fangneng Zhan, Rongliang Wu, Jiahui Zhang, Shijian Lu, Miaomiao Cui, Xuansong Xie, Xian-Sheng Hua, Chunyan Miao (2022). Towards Counterfactual Image Manipulation via CLIP. In 30th ACM International Conference on Multimedia (ACM Multimedia), 2022.

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Shuang Wu, Shijian Lu, Li Cheng (2022). Music-to-Dance Generation with Optimal Transport. In International Joint Conferences on Artificial Intelligence (IJCAI), 2022.

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Fangneng Zhan, Jiahui Zhang, Yingchen Yu, Rongliang Wu, Shijian Lu (2022). Modulated Contrast for Versatile Image Synthesis. In Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

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Changqing Zhou, Zhipeng Luo, Yueru Luo, Tianrui Liu, Liang Pan, Zhongang Cai, Haiyu Zhao, Shijian Lu (2022). PTTR: Relational 3D Point Cloud Object Tracking with Transformer. In Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

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Jingyi Zhang, Jiaxing Huang, Zichen Tian, Shijian Lu (2022). Spectral Unsupervised Domain Adaptation for Visual Recognition. In Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

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Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu, Ling Shao (2022). Category Contrast for Unsupervised Domain Adaptation in Visual Tasks. In Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

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Fangneng Zhan, Yingchen Yu, Rongliang Wu, Jiahui Zhang, Shijian Lu, Changgong Zhang (2022). Marginal Contrastive Correspondence for Guided Image Generation. In Conference on Computer Vision and Pattern Recognition (CVPR)(Oral), 2022.

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Chuhui Xue, Zichen Tian, Fangneng Zhan, Shijian Lu, Song Bai (2022). Fourier Document Restoration for Robust Document Dewarping and Recognition. In Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

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Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu (2022). Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation. In Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

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Gongjie Zhang, Zhipeng Luo, Yingchen Yu, Kaiwen Cui, Shijian Lu (2022). Accelerating DETR Convergence via Semantic-Aligned Matching. In Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

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Fangneng Zhan, Yingchen Yu, Changgong Zhang, Rongliang Wu , Wenbo Hu, Shijian Lu, Feiying Ma, Xuansong Xie, Ling Shao (2022). GMLight: Lighting Estimation via Geometric Distribution Approximation. In IEEE Transactions on Image Processing (TIP), 2022.

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Zhenguang Liu, Shuang Wu, Shuyuan Jin, Qi Liu, Shouling Ji, Shijian Lu, Li Cheng (2022). Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.

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Chuhui Xue, Shijian Lu, Steven Hoi (2022). Detection and Rectification of Arbitrary Shaped Scene Texts by using Text Keypoints and Links. In Pattern Recognition, 2022.

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Mengxi Jia, Xinhua Cheng, Shijian Lu , Jian Zhang (2022). Learning Disentangled Representation Implicitly via Transformer for Occluded Person Re-Identification. In IEEE Transactions on Multimedia (TMM), 2022.

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Aoran Xiao, Jiaxing Huang, Dayan Guan, Fangneng Zhan, Shijian Lu (2022). SynLiDAR: Learning From Synthetic LiDAR Sequential Point Cloud for Semantic Segmentation. In AAAI Conference on Artificial Intelligence (AAAI), 2022.

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Kaiwen Cui, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Fangneng Zhan, Shijian Lu (2022). GenCo: Generative Co-training on Data-Limited Image Generation. In AAAI Conference on Artificial Intelligence (AAAI), 2022.

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Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu (2022). Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation. In Pattern Recognition, 2022.

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Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu (2021). Model adaptation: Historical contrastive learning for unsupervised domain adaptation without source data. In Thirty-Fifth Conference on Neural Information Processing Systems (NeurIPS), 2021.

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Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C Kot (2021). Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning. In IEEE International Conference on Computer Vision (ICCV), 2021.

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Zhipeng Luo, Zhongang Cai, Changqing Zhou, Gongjie Zhang, Haiyu Zhao, Shuai Yi, Shijian Lu, Hongsheng Li, Shanghang Zhang, Ziwei Liu (2021). Unsupervised domain adaptive 3d detection with multi-level consistency. In IEEE International Conference on Computer Vision (ICCV), 2021.

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Yingchen Yu, Fangneng Zhan, Shijian Lu, Jianxiong Pan, Feiying Ma, Xuansong Xie, Chunyan Miao (2021). WaveFill: A Wavelet-based Generation Network for Image Inpainting. In IEEE International Conference on Computer Vision (ICCV) (Oral), 2021.

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Fangneng Zhan, Changgong Zhang, Wenbo Hu, Shijian Lu, Feiying Ma, Xuansong Xie, Ling Shao (2021). Sparse Needlets for Lighting Estimation with Spherical Transport Loss. In IEEE International Conference on Computer Vision (ICCV), 2021.

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Shuang Wu, Zhenguang Liu, Shijian Lu, Li Cheng (2021). Dual Learning Music Composition and Dance Choreography. In ACM International Conference on Multimedia (ACM MM), 2021.

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Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu (2021). Domain Adaptive Video Segmentation via Temporal Consistency Regularization. In IEEE International Conference on Computer Vision (ICCV), 2021.

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Yingchen Yu, Fangneng Zhan, Rongliang Wu, Jianxiong Pan, Kaiwen Cui, Shijian Lu, Feiying Ma, Xuansong Xie, Chunyan Miao (2021). Diverse Image Inpainting with Bidirectional and Autoregressive Transformers. In ACM International Conference on Multimedia (ACM MM), 2021.

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Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu (2021). RDA: Robust Domain Adaptation via Fourier Adversarial Attacking. In IEEE International Conference on Computer Vision (ICCV), 2021.

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Fangneng Zhan, Yingchen Yu, Kaiwen Cui, Gongjie Zhang, Shijian Lu, Jianxiong Pan, Changgong Zhang, Feiying Ma, Xuansong Xie, Chunyan Miao (2021). Unbalanced Feature Transport for Exemplar-based Image Translation. In Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

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Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu (2021). FSDR: Frequency Space Domain Randomization for Domain Generalization. In Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

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Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu (2021). Cross-view regularization for domain adaptive panoptic segmentation. In Conference on Computer Vision and Pattern Recognition (CVPR) (Oral), 2021.

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Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu, Yanpeng Cao (2021). Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection. In IEEE Transactions on Multimedia (TMM), 2021.

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Zongxian Li, Qixiang Ye, Chong Zhang, Jingjing Liu, Shijian Lu, Yonghong Tian (2021). Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection. In IEEE Transactions on Multimedia (TMM), 2021.

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Dayan Guan, Jiaxing Huang, Shijian Lu, Aoran Xiao (2021). Scale variance minimization for unsupervised domain adaptation in image segmentation. In Pattern Recognition, 2021.

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Zhenhuan Rao, Yuechen Wu, Zifei Yang, Wei Zhang, Shijian Lu, Weizhi Lu, ZhengJun Zha (2021). Visual Navigation With Multiple Goals Based on Deep Reinforcement Learning. In IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021.

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Mengxi Jia, Xinhua Cheng, Yunpeng Zhai, Shijian Lu, Siwei Ma, Yonghong Tian, Jian Zhang (2021). Matching on Sets: Conquer Occluded Person Re-identification Without Alignment. In AAAI Conference on Artificial Intelligence (AAAI), 2021.

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Aoran Xiao, Xiaofei Yang, Shijian Lu, Dayan Guan, Jiaxing Huang (2021). FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation. In ISPRS Journal of Photogrammetry and Remote Sensing, 2021.

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Fangneng Zhan, Changgong Zhang, Yingchen Yu, Yuan Chang, Shijian Lu, Feiying Ma, Xuansong Xie (2021). EMLight: Lighting Estimation via Spherical Distribution Approximation. In AAAI Conference on Artificial Intelligence (AAAI), 2021.

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Chun-Mei Feng, Kai Wang, Shijian Lu, Yong Xu, Xuelong Li (2021). Brain MRI super-resolution using coupled-projection residual network. In Neurocomputing, 2021.

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Yunpeng Zhai, Qixiang Ye, Shijian Lu, Mengxi Jia, Rongrong Ji, Yonghong Tian (2020). Multiple Expert Brainstorming for Domain Adaptive Person Re-identification. In European Conference on Computer Vision (ECCV), 2020.

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Rongliang Wu, Shijian Lu (2020). LEED: Label-Free Expression Editing via Disentanglement. In European Conference on Computer Vision (ECCV), 2020.

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Jiaxing Huang, Shijian Lu, Dayan Guan, Xiaobing Zhang (2020). Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation. In European Conference on Computer Vision (ECCV), 2020.

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Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot (2020). Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis. In European Conference on Computer Vision (ECCV) (Spotlight), 2020.

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Xiaobing Zhang, Shijian Lu, Haigang Gong, Zhipeng Luo, Ming Liu (2020). AMLN: Adversarial-based Mutual Learning Network for Online Knowledge Distillation. In European Conference on Computer Vision (ECCV), 2020.

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Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang (2020). A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification. In International Joint Conference on Artificial Intelligence (IJCAI), 2020.

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Xiaofei Yang, Xiaofeng Zhang, Yunming Ye, Raymond Y. K. Lau, Shijian Lu, Xutao Li, Xiaohui Huang (2020). Synergistic 2D/3D Convolutional Neural Network for Hyperspectral Image Classification. In Remote Sensing, 2020.

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Kai Wang, Xiaojiang Peng, Jianfei Yang, Shijian Lu, Yu Qiao (2020). Suppressing Uncertainties for Large-Scale Facial Expression Recognition. In Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

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Rongliang Wu, Gongjie Zhang, Shijian Lu, Tao Chen (2020). Cascade EF-GAN: Progressive Facial Expression Editing with Local Focuses. In Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

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Yunpeng Zhai, Shijian Lu, Qixiang Ye, Xuebo Shan, Jie Chen, Rongrong Ji, Yonghong Tian (2020). AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification. In Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

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Qinghua Ren, Shijian Lu, Jinxia Zhang, Renjie Hu (2020). Salient Object Detection by Fusing Local and Global Contexts. In IEEE Transactions on Multimedia (TMM), 2020.

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Fan Yang, Ke Yan, Shijian Lu, Huizhu Jia, Don Xie, Zongqiao Yu, Xiaowei Guo, Feiyue Huang, Wen Gao (2020). Part-aware Progressive Unsupervised Domain Adaptation for Person Re-Identification. In IEEE Transactions on Multimedia (TMM), 2020.

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Hongyuan Zhu, Yi Cheng, Xi Peng, Joey Tianyi Zhou, Zhao Kang, Shijian Lu, Zhiwen Fang, Liyuan Li, Joo-Hwee Lim (2019). Single-Image Dehazing via Compositional Adversarial Network. In IEEE Transactions on Cybernetics (TCYB), 2019.

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Chuhui Xue, Shijian Lu, Wei Zhang (2019). MSR: Multi-Scale Shape Regression for Scene Text Detection. In International Joint Conference on Artificial Intelligence (IJCAI), 2019.

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Fangneng Zhan, Chuhui Xue, Shijian Lu (2019). GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition. In IEEE International Conference on Computer Vision (ICCV), 2019.

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Yuechen Wu, Zhenhuan Rao, Wei Zhang, Shijian Lu, Weizhi Lu, Zheng-Jun Zha (2019). Exploring the Task Cooperation in Multi-goal Visual Navigation. InInternational Joint Conference on Artificial Intelligence (IJCAI), 2019.

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Zhenguang Liu, Shuang Wu, Shuyuan Jin, Qi Liu, Shijian Lu, Roger Zimmermann, Li Cheng (2019). Towards Natural and Accurate Future Motion Prediction of Humans and Animals. In Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

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Fangneng Zhan, Hongyuan Zhu, Shijian Lu (2019). Spatial Fusion GAN for Image Synthesis. In Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

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Fangneng Zhan, Shijian Lu (2019). ESIR: End-to-end Scene Text Recognition via Iterative Image Rectification. In Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

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Tao Chen, Shijian Lu, Jiayuan Fan (2019). SS-HCNN:Semi-Supervised Hierarchical Convolutional Neural Network for Image Classification. In IEEE Transactions on Image Processing (TIP), 2019.

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Gongjie Zhang, Shijian Lu, Wei Zhang (2019). CAD-Net: A Context-Aware Detection Network for Objects in Remote Sensing Imagery. In IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019.

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Dinh Nguyen Van, Shijian Lu, Shangxuan Tian, Nizar Ouarti, Mounir Mokhtari (2019). A pooling based scene text proposal technique for scene text reading in the wild. In Pattern Recognition, 2019.

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Fan Yang, Ke Yan, Shijian Lu, Huizhu Jia, Xiaodong Xie, Wen Gao (2019). Attention driven person re-identification. In Pattern Recognition, 2019.

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Jiayuan Fan, Tao Chen, Shijian Lu (2018). Superpixel Guided Deep-Sparse-Representation Learning for Hyperspectral Image Classification. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018.

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Tao Chen, Shijian Lu, Jiayuan Fan (2018). S-CNN: Subcategory-Aware Convolutional Networks for Object Detection. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018.

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Fangneng Zhan, Shijian Lu, Chuhui Xue (2018). Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes. In European Conference on Computer Vision (ECCV), 2018.

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Chuhui Xue, Shijian Lu, Fangneng Zhan (2018). Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping. In European Conference on Computer Vision (ECCV), 2018.

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Hongyuan Zhu, Romain Vial, Shijian Lu, Yonghong Tian, Xianbin Cao (2018). YoTube: Searching Action Proposal via Recurrent and Static Regression Networks. In IEEE Transactions on Image Processing (TIP), 2018.

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