Publications (Google Scholar Profile)
GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction
L. Li, J. Yao, T. He, T Xiao, W. Li, J. Yan, D. Wipf, Z. Zhang. In Proceedings of the Thirty-fifth Conference on Neural Information Processing Systems. NeurIPS 2021
Learning Hierarchical Graph Neural Networks for Image Clustering
Y Xing, T He, T Xiao, Y Wang, Y Xiong, W Xia, D Wipf, Z Zhang, S Soatto. In Proceedings of the IEEE conference on computer vision. ICCV 2021
Visualizing and comparing AlexNet and VGG using deconvolutional layers
W Yu, K Yang, Y Bai, T Xiao, H Yao, Y Rui. In ICML 2016 Workshop on Visualization for Deep Learning. ICML 2016 Workshop
The linear representation of CNN for single image
W Yu, K Yang, Y Bai, T Xiao, H Yao, Y Rui. In ICML 2016 Workshop on Visualization for Deep Learning. ICML 2016 Workshop
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
T Chen, M Li, Y Li, M Lin, N Wang, M Wang, T Xiao, B Xu, C Zhang, and Z Zhang. In NeurIPS 2015 Workshop on Machine Learning Systems. NeurIPS 2015 Workshop
The Application of Two Level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification
T Xiao, Y Xu, K Yang, J Zhang, Y Peng and Z Zhang. In Proceedings of the IEEE conference on computer vision and pattern recognition. CVPR 2015
Scale-invariant convolutional neural networks
Y Xu, T Xiao, J Zhang, K Yang, Z Zhang. arXiv 2014
Minerva: a scalable and highly efficient deep learning training platform
M Wang, T Xiao, J Li, J Zhang, C Hong, Z Zhang. In NeurIPS 2014 workshop of Distributed Matrix Computations. NeurIPS 2014 Workshop
Bag-of-Words Based Deep Neural Network for Image Retrieval
Y Bai, W Yu, T Xiao, C Xu, K Yang, WY Ma, T Zhao. Bing Grand Challenge of the 22th ACM international Conference on Multimedia. ACM MM 2014
Error-Driven Incremental Learning in Deep Convolutional Neural Network for Large-Scale Image Classification
T Xiao, J Zhang, K Yang, Y Peng, Z Zhang. In Proceedings of the 22th ACM international Conference on Multimedia. ACM MM 2014
MOOC: A Student’s Experience and Thought
T Xiao. Communications of the China Computing Federation. CCCF 2013
PKUICST at TRECVID 2012: Known-item Search Task
Y Peng, Y Peng, X Zhai, J Zhang, T Xiao, X Huang, and K Cai. TRECVID 2012
PKUICST at TRECVID 2012: Instance Search Task
Y Peng, X Zhai, J Zhang, C Yao, T Xiao, Nianzu Li, and Xiaodi Luo. TRECVID 2012