Liangchen Song

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 45

Top Topics

Pedestrian Detection

Knowledge Transfer

Top Venues

Publications

Yifan Jiang, Hao Tang, Jen-Hao Rick Chang, Liangchen Song, Zhangyang Wang, Liangliang Cao
Efficient-3Dim: Learning a Generalizable Single-image Novel-view Synthesizer in One Day. ICLR (2024)
Liangchen Song, Zhong Li, Xuan Gong, Lele Chen, Zhang Chen, Yi Xu, Junsong Yuan
Harnessing Low-Frequency Neural Fields for Few-Shot View Synthesis. CoRR (2023)
Liangchen Song, Anpei Chen, Zhong Li, Zhang Chen, Lele Chen, Junsong Yuan, Yi Xu, Andreas Geiger
NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields. IEEE Trans. Vis. Comput. Graph. 29 (5) (2023)
Xuan Gong, Liangchen Song, Rishi Vedula, Abhishek Sharma, Meng Zheng, Benjamin Planche, Arun Innanje, Terrence Chen, Junsong Yuan, David S. Doermann, Ziyan Wu
Federated Learning With Privacy-Preserving Ensemble Attention Distillation. IEEE Trans. Medical Imaging 42 (7) (2023)
Liangchen Song, Liangliang Cao, Jiatao Gu, Yifan Jiang, Junsong Yuan, Hao Tang
Efficient-NeRF2NeRF: Streamlining Text-Driven 3D Editing with Multiview Correspondence-Enhanced Diffusion Models. CoRR (2023)
Yifan Jiang, Hao Tang, Jen-Hao Rick Chang, Liangchen Song, Zhangyang Wang, Liangliang Cao
Efficient-3DiM: Learning a Generalizable Single-image Novel-view Synthesizer in One Day. CoRR (2023)
Liangchen Song, Liangliang Cao, Hongyu Xu, Kai Kang, Feng Tang, Junsong Yuan, Yang Zhao
RoomDreamer: Text-Driven 3D Indoor Scene Synthesis with Coherent Geometry and Texture. CoRR (2023)
Xuan Gong, Liangchen Song, Meng Zheng, Benjamin Planche, Terrence Chen, Junsong Yuan, David S. Doermann, Ziyan Wu
Progressive Multi-View Human Mesh Recovery with Self-Supervision. AAAI (2023)
Liangchen Song, Liangliang Cao, Hongyu Xu, Kai Kang, Feng Tang, Junsong Yuan, Zhao Yang
RoomDreamer: Text-Driven 3D Indoor Scene Synthesis with Coherent Geometry and Texture. ACM Multimedia (2023)
Zhang Chen, Zhong Li, Liangchen Song, Lele Chen, Jingyi Yu, Junsong Yuan, Yi Xu
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions. CoRR (2023)
Zhong Li, Liangchen Song, Zhang Chen, Xiangyu Du, Lele Chen, Junsong Yuan, Yi Xu
Relit-NeuLF: Efficient Relighting and Novel View Synthesis via Neural 4D Light Field. ACM Multimedia (2023)
Zhang Chen, Zhong Li, Liangchen Song, Lele Chen, Jingyi Yu, Junsong Yuan, Yi Xu
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions. ICCV (2023)
Zhong Li, Liangchen Song, Zhang Chen, Xiangyu Du, Lele Chen, Junsong Yuan, Yi Xu
Relit-NeuLF: Efficient Relighting and Novel View Synthesis via Neural 4D Light Field. CoRR (2023)
Liangchen Song, Xuan Gong, Helong Zhou, Jiajie Chen, Qian Zhang, David S. Doermann, Junsong Yuan
Exploring the Knowledge Transferred by Response-Based Teacher-Student Distillation. ACM Multimedia (2023)
Liangchen Song, Xuan Gong, Benjamin Planche, Meng Zheng, David S. Doermann, Junsong Yuan, Terrence Chen, Ziyan Wu
PREF: Predictability Regularized Neural Motion Fields. CoRR (2022)
Zhong Li, Liangchen Song, Celong Liu, Junsong Yuan, Yi Xu
NeuLF: Efficient Novel View Synthesis with Neural 4D Light Field. EGSR (ST) (2022)
Liangchen Song, Anpei Chen, Zhong Li, Zhang Chen, Lele Chen, Junsong Yuan, Yi Xu, Andreas Geiger
NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields. CoRR (2022)
Xuan Gong, Liangchen Song, Meng Zheng, Benjamin Planche, Terrence Chen, Junsong Yuan, David S. Doermann, Ziyan Wu
Progressive Multi-view Human Mesh Recovery with Self-Supervision. CoRR (2022)
Xuan Gong, Liangchen Song, Rishi Vedula, Abhishek Sharma, Meng Zheng, Benjamin Planche, Arun Innanje, Terrence Chen, Junsong Yuan, David S. Doermann, Ziyan Wu
Federated Learning with Privacy-Preserving Ensemble Attention Distillation. CoRR (2022)
Liangchen Song, Xuan Gong, Benjamin Planche, Meng Zheng, David S. Doermann, Junsong Yuan, Terrence Chen, Ziyan Wu
PREF: Predictability Regularized Neural Motion Fields. ECCV (22) (2022)
Jialian Wu, Liangchen Song, Qian Zhang, Ming Yang, Junsong Yuan
ForestDet: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation. IEEE Trans. Multim. 24 (2022)
Liangchen Song, Sheng Liu, Celong Liu, Zhong Li, Yuqi Ding, Yi Xu, Junsong Yuan
Learning Kinematic Formulas from Multiple View Videos. ACM Multimedia (2021)
Liangchen Song, Gang Yu, Junsong Yuan, Zicheng Liu
Human pose estimation and its application to action recognition: A survey. J. Vis. Commun. Image Represent. 76 (2021)
Lefei Zhang, Liangchen Song, Bo Du, Yipeng Zhang
Nonlocal Low-Rank Tensor Completion for Visual Data. IEEE Trans. Cybern. 51 (2) (2021)
Jialian Wu, Jiale Cao, Liangchen Song, Yu Wang, Ming Yang, Junsong Yuan
Track To Detect and Segment: An Online Multi-Object Tracker. CVPR (2021)
Sheng Liu, Liangchen Song, Yi Xu, Junsong Yuan
NeCH: Neural Clothed Human Model. VCIP (2021)
Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective. ICLR (2021)
Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan
Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model. AAAI (2021)
Jialian Wu, Jiale Cao, Liangchen Song, Yu Wang, Ming Yang, Junsong Yuan
Track to Detect and Segment: An Online Multi-Object Tracker. CoRR (2021)
Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan
Handling Difficult Labels for Multi-label Image Classification via Uncertainty Distillation. ACM Multimedia (2021)
Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan
Stacked Homography Transformations for Multi-View Pedestrian Detection. ICCV (2021)
Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective. CoRR (2021)
Cheng Wang, Liangchen Song, Guoli Wang, Qian Zhang, Xinggang Wang
Multi-scale multi-patch person re-identification with exclusivity regularized softmax. Neurocomputing 382 (2020)
Liangchen Song, Cheng Wang, Lefei Zhang, Bo Du, Qian Zhang, Chang Huang, Xinggang Wang
Unsupervised domain adaptive re-identification: Theory and practice. Pattern Recognit. 102 (2020)
Jialian Wu, Liangchen Song, Tiancai Wang, Qian Zhang, Junsong Yuan
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation. ACM Multimedia (2020)
Liangchen Song, Yonghao Xu, Lefei Zhang, Bo Du, Qian Zhang, Xinggang Wang
Learning From Synthetic Images via Active Pseudo-Labeling. IEEE Trans. Image Process. 29 (2020)
Jialian Wu, Liangchen Song, Tiancai Wang, Qian Zhang, Junsong Yuan
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation. CoRR (2020)
Chaoyou Fu, Liangchen Song, Xiang Wu, Guoli Wang, Ran He
Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing. IJCAI (2019)
Chao Cao, Jiyun Zhao, Guilin Li, Haigang Ding, Xin Jin, Liangchen Song
Separation Behaviour Difference Between Gelatin and Porcine Liver Under High-Speed Waterjet Impact. IEEE Access 7 (2019)
Qian Zhang, Jianjun Li, Meng Yao, Liangchen Song, Helong Zhou, Zhichao Li, Wenming Meng, Xuezhi Zhang, Guoli Wang
VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded Computing. CoRR (2019)
Liangchen Song, Cheng Wang, Lefei Zhang, Bo Du, Qian Zhang, Chang Huang, Xinggang Wang
Unsupervised Domain Adaptive Re-Identification: Theory and Practice. CoRR (2018)
Chaoyou Fu, Liangchen Song, Xiang Wu, Guoli Wang, Ran He
Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing. CoRR (2018)
Yukang Chen, Gaofeng Meng, Qian Zhang, Xinbang Zhang, Liangchen Song, Shiming Xiang, Chunhong Pan
Joint Neural Architecture Search and Quantization. CoRR (2018)
Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang, Jia Wu, Xuelong Li
Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis. AAAI (2018)
Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang
A Low-Rank Total-Variation Regularized Tensor Completion Algorithm. CCCV (2) (2017)