Picture for Xiaodan Liang

Xiaodan Liang

Temporal Dynamic Graph LSTM for Action-driven Video Object Detection

Aug 02, 2017
Yuan Yuan, Xiaodan Liang, Xiaolong Wang, Dit-Yan Yeung, Abhinav Gupta

Figure 1 for Temporal Dynamic Graph LSTM for Action-driven Video Object Detection

Figure 2 for Temporal Dynamic Graph LSTM for Action-driven Video Object Detection

Figure 3 for Temporal Dynamic Graph LSTM for Action-driven Video Object Detection

Figure 4 for Temporal Dynamic Graph LSTM for Action-driven Video Object Detection

* To appear in ICCV 2017

Access Paper or Ask Questions

Recurrent 3D Pose Sequence Machines

Jul 31, 2017
Mude Lin, Liang Lin, Xiaodan Liang, Keze Wang, Hui Cheng

Figure 1 for Recurrent 3D Pose Sequence Machines

Figure 2 for Recurrent 3D Pose Sequence Machines

Figure 3 for Recurrent 3D Pose Sequence Machines

Figure 4 for Recurrent 3D Pose Sequence Machines

* Published in CVPR 2017

Access Paper or Ask Questions

Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing

Jul 28, 2017
Ke Gong, Xiaodan Liang, Dongyu Zhang, Xiaohui Shen, Liang Lin

Figure 1 for Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing

Figure 2 for Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing

Figure 3 for Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing

Figure 4 for Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing

* Accepted to appear in CVPR 2017

Access Paper or Ask Questions

Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters

Jun 11, 2017
Hao Zhang, Zeyu Zheng, Shizhen Xu, Wei Dai, Qirong Ho, Xiaodan Liang, Zhiting Hu, Jinliang Wei, Pengtao Xie, Eric P. Xing

Figure 1 for Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters

Figure 2 for Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters

Figure 3 for Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters

Figure 4 for Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters

* To appear in 2017 USENIX Annual Technical Conference

Access Paper or Ask Questions

SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays

Apr 10, 2017
Wei Dai, Joseph Doyle, Xiaodan Liang, Hao Zhang, Nanqing Dong, Yuan Li, Eric P. Xing

Figure 1 for SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays

Figure 2 for SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays

Figure 3 for SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays

Figure 4 for SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays

* 10 pages, 7 figures, submitted to ICCV 2017

Access Paper or Ask Questions

Recurrent Topic-Transition GAN for Visual Paragraph Generation

Mar 23, 2017
Xiaodan Liang, Zhiting Hu, Hao Zhang, Chuang Gan, Eric P. Xing

Figure 1 for Recurrent Topic-Transition GAN for Visual Paragraph Generation

Figure 2 for Recurrent Topic-Transition GAN for Visual Paragraph Generation

Figure 3 for Recurrent Topic-Transition GAN for Visual Paragraph Generation

Figure 4 for Recurrent Topic-Transition GAN for Visual Paragraph Generation

* 10 pages, 6 figures

Access Paper or Ask Questions

Interpretable Structure-Evolving LSTM

Mar 08, 2017
Xiaodan Liang, Liang Lin, Xiaohui Shen, Jiashi Feng, Shuicheng Yan, Eric P. Xing

Figure 1 for Interpretable Structure-Evolving LSTM

Figure 2 for Interpretable Structure-Evolving LSTM

Figure 3 for Interpretable Structure-Evolving LSTM

Figure 4 for Interpretable Structure-Evolving LSTM

* To appear in CVPR 2017 as a spotlight paper

Access Paper or Ask Questions