Publications (24)
A Tube-and-Droplet-based Approach for Representing and Analyzing Motion Trajectories
Weiyao Lin, Yang Zhou, Hongteng Xu +4
Self-Paced Multi-Task Learning
Changsheng Li, Junchi Yan, Fan Wei +3
tau-FPL: Tolerance-Constrained Learning in Linear Time
Ao Zhang, Nan Li, Jian Pu +3
A General Multi-Graph Matching Approach via Graduated Consistency-regularized Boosting
Junchi Yan, Minsu Cho, Hongyuan Zha +2
Weakly Supervised Audio Source Separation via Spectrum Energy Preserved Wasserstein Learning
Ning Zhang, Junchi Yan, Yuchen Zhou
Digitize Your Body and Action in 3-D at Over 10 FPS: Real Time Dense Voxel Reconstruction and Marker-less Motion Tracking via GPU Acceleration
Jian Song, Yatao Bian, Junchi Yan +2
Fractal Dimension Invariant Filtering and Its CNN-based Implementation
Hongteng Xu, Junchi Yan, Nils Persson +2
Person Re-identification with Correspondence Structure Learning
Yang Shen, Weiyao Lin, Junchi Yan +3
SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects
Xue Yang, Jirui Yang, Junchi Yan +5
Reinforcement Learning with Policy Mixture Model for Temporal Point Processes Clustering
Weichang Wu, Junchi Yan, Xiaokang Yang +1
Deep Extreme Multi-label Learning
Wenjie Zhang, Junchi Yan, Xiangfeng Wang +1
Attention based convolutional neural network for predicting RNA-protein binding sites
Xiaoyong Pan, Junchi Yan
Joint Active Learning with Feature Selection via CUR Matrix Decomposition
Changsheng Li, Xiangfeng Wang, Weishan Dong +3
Deep Spectral Clustering using Dual Autoencoder Network
Xu Yang, Cheng Deng, Feng Zheng +2
Joint Cuts and Matching of Partitions in One Graph
Tianshu Yu, Junchi Yan, Jieyi Zhao +1
Sales pipeline win propensity prediction: a regression approach
Junchi Yan, Min Gong, Changhua Sun +2
Decoupled Learning for Factorial Marked Temporal Point Processes
Weichang Wu, Junchi Yan, Xiaokang Yang +1
Modeling The Intensity Function Of Point Process Via Recurrent Neural Networks
Shuai Xiao, Junchi Yan, Stephen M. Chu +2
Wasserstein Learning of Deep Generative Point Process Models
Shuai Xiao, Mehrdad Farajtabar, Xiaojing Ye +3
Negative-Unlabeled Tensor Factorization for Location Category Inference from Highly Inaccurate Mobility Data
Jinfeng Yi, Qi Lei, Wesley Gifford +2
A constrained clustering based approach for matching a collection of feature sets
Junchi Yan, Zhe Ren, Hongyuan Zha +1
A Self-Paced Regularization Framework for Multi-Label Learning
Changsheng Li, Fan Wei, Junchi Yan +4
Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks
Shuai Xiao, Junchi Yan, Mehrdad Farajtabar +3
Collaborative Filtering with Stability
Dongsheng Li, Chao Chen, Qin Lv +3