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Liefeng Bo

University of Washington

Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform


Jul 08, 2021
Bo Liu, Chaowei Tan, Jiazhou Wang, Tao Zeng, Huasong Shan, Houpu Yao, Huang Heng, Peng Dai, Liefeng Bo, Yanqing Chen


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Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark


May 06, 2021
Longyin Wen, Dawei Du, Pengfei Zhu, Qinghua Hu, Qilong Wang, Liefeng Bo, Siwei Lyu

* Accpted to CVPR 2021. Dataset and codes can be found in https://github.com/VisDrone/DroneCrowd. arXiv admin note: text overlap with arXiv:1912.01811 

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Data Augmentation for Object Detection via Differentiable Neural Rendering


Apr 05, 2021
Guanghan Ning, Guang Chen, Chaowei Tan, Si Luo, Liefeng Bo, Heng Huang

* 15 pages, 15 figures 

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Transformer-based Conditional Variational Autoencoder for Controllable Story Generation


Jan 04, 2021
Le Fang, Tao Zeng, Chaochun Liu, Liefeng Bo, Wen Dong, Changyou Chen


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Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events


Jan 04, 2021
Le Fang, Tao Zeng, Chaochun Liu, Liefeng Bo, Wen Dong, Changyou Chen


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Efficient Pig Counting in Crowds with Keypoints Tracking and Spatial-aware Temporal Response Filtering


May 27, 2020
Guang Chen, Shiwen Shen, Longyin Wen, Si Luo, Liefeng Bo

* IEEE International Conference on Robotics and Automation (ICRA) 2020 

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EnsemFDet: An Ensemble Approach to Fraud Detection based on Bipartite Graph


Dec 23, 2019
Yuxiang Ren, Hao Zhu, Jiawei ZHang, Peng Dai, Liefeng Bo


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Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network


Dec 04, 2019
Longyin Wen, Dawei Du, Pengfei Zhu, Qinghua Hu, Qilong Wang, Liefeng Bo, Siwei Lyu


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Heterogeneous Deep Graph Infomax


Nov 19, 2019
Yuxiang Ren, Bo Liu, Chao Huang, Peng Dai, Liefeng Bo, Jiawei Zhang


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Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression


Apr 16, 2019
Xinyao Wang, Liefeng Bo, Li Fuxin


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Spatiotemporal CNN for Video Object Segmentation


Apr 04, 2019
Kai Xu, Longyin Wen, Guorong Li, Liefeng Bo, Qingming Huang

* 10 pages, 3 figures, 6 tables, CVPR 2019 

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ScratchDet:Exploring to Train Single-Shot Object Detectors from Scratch


Oct 19, 2018
Rui Zhu, Shifeng Zhang, Xiaobo Wang, Longyin Wen, Hailin Shi, Liefeng Bo, Tao Mei

* 14 pages, 9 figures, submitted to AAAI2019 

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A Joint Model of Language and Perception for Grounded Attribute Learning


Jun 27, 2012
Cynthia Matuszek, Nicholas FitzGerald, Luke Zettlemoyer, Liefeng Bo, Dieter Fox

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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Greedy Block Coordinate Descent for Large Scale Gaussian Process Regression


Jun 13, 2012
Liefeng Bo, Cristian Sminchisescu

* Appears in Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence (UAI2008) 

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