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Once for Both:Single Stage of Importance and Sparsity Search for Vision Transformer Compression In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024 Hancheng Ye, Chong Yu, Peng Ye, Renqiu Xia, Bo Zhang, Yansong Tang, Jiwen Lu, Tao Chen
MADTP:Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024 Jianjian Cao, Peng Ye, Shengze Li, Chong Yu, Yansong Tang, Jiwen Lu, Tao Chen
LL3DA:Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024 Sijin Chen, Xin Chen, Chi Zhang, Mingsheng Li, Gang Yu, Hao Fei, Hongyuan Zhu, Jiayuan Fan, Tao Chen
Push-and-Pull:A General Training Framework with Differential Augmentor for Domain Generalized Point Cloud Classification Published in IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2024 Jiahao Xu, Xinzhu Ma, Lin Zhang, Bo Zhang, Tao Chen
See Through the Real World Haze Scenes:Navigating the Synthetic-to-Real Gap in Challenging Image Dehazing In Proc. International Conference on Robotics and Automation (ICRA), 2024 Shijie Chen, Mohammad Mahdizadeh, Chong Yu, Jiayuan Fan, Tao Chen
ReSimAD:Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation In Proc. International Conference on Learning Representations (ICLR), 2024 Bo Zhang, Xinyu Cai, Jiakang Yuan, Donglin Yang, Jianfei Guo, Xiangchao Yan, Renqiu Xia, Botian Shi, Min Dou, Tao Chen, Si Liu, Junchi Yan, Yu Qiao
Multi-view Vision-Prompt Fusion Network:Can 2D Pre-trained Model Boost 3D Point Cloud Data-scarce Learning? Published in IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2023 Haoyang Peng, Baopu Li, Bo Zhang, Xin Chen, Tao Chen, Hongyuan Zhu
Boosting Residual Networks with Group Knowledge In Proc. International Conference on Learning Representations (AAAI), 2023 Shengji Tang, Peng Ye, Baopu Li, Weihao Lin, Tao Chen, Tong He, Chong Yu, Wanli Ouyang
Pm-INR:Prior-rich Multi-modal Implicit Large-scale Scene Neural Representation In Proc. AAAI Conference on Artificial Intelligence (AAAI), 2023 Yiying Yang, Fukun Yin, Wen Liu, Jiayuan Fan, Xin Chen, Gang Yu, Tao Chen
MotionGPT:Human Motion as a Foreign Language In Proc. Conference on Neural Information Processing Systems (NeurIPS), 2023 Biao Jiang, Xin Chen, Wen Liu, Jingyi Yu, Gang YU, Tao Chen
PDF:Point Diffusion Implicit Function for Large-scale Scene Neural Representation In Proc. Conference on Neural Information Processing Systems (NeurIPS), 2023 Yuhan Ding, Fukun Yin, Jiayuan Fan, Hui Li, Xin Chen, Wen Liu, Chongshan Lu, Gang YU, Tao Chen
Conditional 3D Shape Generation with Shape-Image-Text aligned Representation In Proc. Conference on Neural Information Processing Systems (NeurIPS), 2023 Zibo Zhao, Wen Liu, Xin Chen, Xianfang Zeng, Rui Wang, Pei Cheng, BIN FU, Tao Chen, Gang YU, Shenghua Gao
AD-PT:Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset In Proc. Conference on Neural Information Processing Systems (NeurIPS), 2023 Jiakang Yuan, Bo Zhang, Xiangchao Yan, Botian Shi, Tao Chen, Yikang LI, Yu Qiao
DeNKD:Decoupled non-target Knowledge Distillation for Complementing Transformer-based Unsupervised Domain Adaptation Published in IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2023 Zhen Mei*, Peng Ye*, Baopu Li, Tao Chen, JiaYuan Fan and Wanli Ouyang
Rethinking Cross-Domain Pedestrian Detection:ABackground-Focused Distribution AlignmentFramework for One-Stage Detectors Published in IEEE Transactions on Image Processing (TIP), 2023 Yancheng Cai, Bo Zhang, Baopu Li, Tao Chen, Hongliang Yan, Jingdong Zhang, Jiahao Xu
Rethinking Pseudo-Label-Based Unsupervised Person Re-ID with Hierarchical Prototype-based Graph In Proc. ACM Conference on Multimedia (ACM MM), 2023 Ben Sha, Baopu Li, Tao Chen, Jiayuan Fan, Tao Sheng
A Large-Scale Outdoor Multi-modal Dataset and Benchmark for Novel View Synthesis and Implicit Scene Reconstruction In Proc. IEEE International Conference on Computer Vision (ICCV), 2023 Chongshan Lu, Fukun Yin, Xin Chen, Wen Liu, Tao Chen, Gang Yu, Jiayuan Fan
Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering In Proc. IEEE International Conference on Computer Vision (ICCV), 2023 Chi Zhang, Wei Yin, Gang Yu, zhibin wang, Tao Chen, Bin Fu, Joey Tianyi Zhou, Chunhua Shen
Boost Transformer-based Language Models with GPU-Friendly Sparsity and Quantization In Proc. Annual Meeting of the Association for Computational Linguistics (ACL), 2023 Chong Yu, Tao Chen, Zhongxue Gan
Adversarial Amendment is the Only Force Capable of Transforming an Enemy into a Friend In Proc. International Joint Conference on Artificial Intelligence (IJCAI), 2023 Chong Yu, Tao Chen, Zhongxue Gan
Automatic Loss Function Search for Adversarial Unsupervised Domain Adaptation Published in IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2023 Zhen Mei, Peng Ye, Hancheng Ye, Baopu Li, Jinyang Guo, T. Chen, and Wanli Ouyang
Hyperspectral lmage Classification Using Spectral-Spatial Token Enhanced Transformer With Hash-Based Positional Embedding Published in IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Ke Wu, Jiayuan Fan, Peng Ye, and Mingzhen Zhu
Performance aware Approximation of Global Channel Pruning for Multitask CNNs Published in IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2023 H. Ye, B. Zhang, T. Chen, J. Fan, B. Wang
Boost Vision Transformer with GPU-Friendly Sparsity and Quantization In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 Chong Yu, Tao Chen, Jiayuan Fan, Zhongxue Gan
Uni3D:A Unified Baseline for Multi-dataset 3D Object Detection In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 Bo Zhang, Jiakang Yuan, Botian Shi, Tao Chen, Yikang LI, Yu Qiao
Bi3D:Bi-domain Active Learning for Cross-domain 3D Object Detection In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 Jiakang Yuan, Bo Zhang, Xiangchao Yan, Tao Chen, Botian Shi, Yikang LI, Yu Qiao
Executing your Commands via Motion Diffusion in Latent Space In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 Xin Chen, Biao Jiang, Wen Liu, Zilong Huang, Bin Fu, Tao Chen, Jingyi Yu, Gang YU
End-to-End 3D Dense Captioning with Vote2Cap-DETR In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 Sijin Chen, Hongyuan Zhu, Xin Chen, Yinjie Lei, Tao Chen, Gang YU
DCNet:Large-scale Point Cloud Semantic Segmentation with Discriminative and Efficient Feature Aggregation Published in IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2023 F. Yin, Z. Huang, T. Chen, G. Luo, G. Yu, B. Fu
A Closer Look at Few-Shot 3D Point Cloud Classification Published in International Journal of Computer Vision, 2022 Chuangguan Ye, Hongyuan Zhu, Bo Zhang, Tao Chen
Exploring Kernel-based Texture Transfer for Pose-guided Person Image Generation Published in IEEE Transactions on Multimedia, 2022 J. Chen, J. Fan, H. Ye, J. Li, Y. Liao, T. Chen
Stimulative Training of Residual Networks:A Social Psychology Perspective of Loafing In Proc. Conference on Neural Information Processing Systems (NeurIPS), 2022 P. Ye, S. Tang, B. Li, T. Chen, W. Ouyang
Coordinates Are NOT Lonely–Codebook Prior Helps Implicit Neural 3D Representations In Proc. Conference on Neural Information Processing Systems (NeurIPS), 2022 Fukun Yin, Wen Liu, Zilong Huang, Pei Cheng, Tao Chen, Gang YU
Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation Published in International Journal of Computer Vision, 2022 Peng Ye, Baopu Li, Tao Chen, Jiayuan Fan, Zhen Mei, Chen Lin, Chongyan Zuo, Qinghua Chi, Wanli Ouyang
An Efficient Multi-task Network for Pedestrian Intrusion Detection Published in IEEE Transactions on Intelligent Vehicles, 2022 henyu Shi, Shibo He, Jingchen Sun, Tao Chen, Jiming Chen, Hairong Dong
Sample-centric Feature Generation for Semi-supervised Few-shot Learning Published in IEEE Transactions on Image Processing, 2022 B. Zhang, C. Ye, G. Yu, B. Wang, Y. Wu, J. Fan, and T. Chen
Generalized Global Ranking-Aware Neural Architecture Ranker for Efficient Image Classifier Search In Proc. ACM MM, 2022 Bicheng Guo, Tao Chen, Shibo He, Haoyu Liu, Lilin Xu, Peng Ye, Jiming Chen
Learning Cross-Image Object Semantic Relation in Transformer for Few-Shot Fine-Grained Image Classification In Proc. ACM MM, 2022 B. Zhang, J. Yuan, B. Li, T. Chen, J. Fan, B. Shi
Beta-decay regularization for differentiable architecture search In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR oral), 2022 P. Ye, B. Li, Y. Li, T. Chen, J. Fan, W. Ouyang
TopFormer:Token Pyramid Transformer for Mobile Semantic Segmentation In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 W. Zhang, Z. Huang, G. Luo, T. Chen, X. Wang, W. Liu, G. Yu, C. Shen
What Makes for Effective Few-shot Point Cloud Classification In Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), 2022 C. Ye, H. Zhu, Y. Liao, Y. Zhang, T. Chen, J. Fan.
Point Cloud Instance Segmentation with Semi-supervised Bounding-Box Mining Published in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 Y. Liao, H. zhu, Y. Zhang, C. Ye, T. Chen, J. Fan
SC-EADNet:A Self-supervised Contrastive Efficient Asymmetric Dilated Network for Hyperspectral Image Classification Published in IEEE Transactions on Geoscience and Remote Sensing, 2021 M. Zhu, J. Fan, Q. Yang, T. Chen
Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Published in IEEE Transactions on Geoscience and Remote Sensing, 2021 B. Zhang, T. Chen, B. Wang
Joint Distribution Alignment via Adversarial Learning for Domain Adaptive Object Detection Published in IEEE Transactions on Multimedia, 2021 B. Zhang, T. Chen, B. Wang, R. Li
Densely Semantic Enhancement for Domain Adaptive Region-free Detectors Published in IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2021 B. Zhang, T. Chen, X. F. Wu, L. M. Zhang, J. Fan
Object-aware Long-short-range Spatial Alignment for Few-Shot Fine-Grained Image Classification In Proc. ACM MM, 2021 Y. Wu, B. Zhang, G. Yu, W. Zhang, B. Wang, T. Chen, J. Fan
HSEGAN:Hair Synthesis and Editing using Structure-Adaptive Normalization on Generative Adversarial Network In Proc. IEEE International Conference on Image Processing (ICIP), 2021 W. Fan, J. Fan, G. Yu, B. Fu, T. Chen
SPCR:Semi-supervised point cloud instance segmentation with perturbation consistency regularization In Proc. IEEE International Conference on Image Processing (ICIP), 2021 Y. Liao, H. Zhu, T. Chen, J. Fan
EADNET:Efficient Asymmetric Dilated Network For Semantic Segmentation In Proc. IEEE ICASSP, 2021 Q. Yang, T. Chen, J. Fan, Y. Lu, C. Zuo, Q. Chi
Coarse-to-Fine Gaze Redirection with Numerical and Pictorial Guidance In Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), 2021 J. Chen, J. Zhang, E. Sangineto, T. Chen, F. Jia, N. Cebe
M3Lung-Sys:A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging Published in IEEE Journal of Biomedical and Health Informatics (JBHI), 2020 X. Qian, H. Fu, W. Shi, T. Chen, Y. Fu, F. Shan, X. Xue
A Bottom-Up Approach for Robust Spotting of Texts in Scenes Published in Journal of Visual Communication and Image Representation (JVCIR), 2020 J. Fan, T. Chen, F. Zhou
Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model Published in Neurocomputing, 2020 F. Zhou, S. Kong, C. C. Fowlkes, T. Chen, B. Lei
PIDNet:An Efficient Network for Dynamic Pedestrian Intrusion Detection In Proc. ACM Conference on Multimedia (ACM MM), 2020 J. Sun, J. Chen, T. Chen, J. Fan, S. He
Cascade EF-GAN:Progressive Facial Expression Editing with Local Focuses In Proc. IEEE Internatonal Conference on Computer Vision and Pattern Recognition (CVPR, Oral), 2020 R. Wu, G. Zhang, S. Lu, T. Chen
SS-HCNN:Semi-Supervised Hierarchical Convolutional Neural Network for Image Classification Published in IEEE Transactions on Image Processing (T-IP), 2019 T. Chen, S. Lu, J.Fan*
Comp-GAN:Compositional Generative Adversarial Network in Synthesizing and Recognizing Facial Expression In Proc. ACM International Conference on Multimedia (ACM MM), 2019 W. Wang, Q. Sun, Y.Fu, T. Chen, C. Cao, Z. Zheng, G. Xu, H. Qiu, Y. Jiang and X. Xue
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