Papers
Making Classifier Chains Resilient to Class Imbalance
Bin Liu, Grigorios Tsoumakas
A Scalable Heterogeneous Parallel SOM Based on MPI/CUDA
Yao Liu, Jun Sun, Qing Yao et al.
End-to-End Time Series Imputation via Residual Short Paths
Lifeng Shen, Qianli Ma, Sen Li
Clustering Uncertain Graphs with Node Attributes
Yafang Li, Xiangnan Kong, Caiyan Jia et al.
Person Re-identification by Mid-level Attribute and Part-based Identity Learning
Guopeng Zhang, Jinhua Xu
Discriminative Feature Representation for Person Re-identification by Batch-contrastive Loss
Guopeng Zhang, Jinhua Xu
Distinguishing Question Subjectivity from Difficulty for Improved Crowdsourcing
Yuan Jin, Mark Carman, Ye Zhu et al.
Hypernetwork-based Implicit Posterior Estimation and Model Averaging of CNN
Kenya Ukai, Takashi Matsubara, Kuniaki Uehara
CHS-NET: A Cascaded Neural Network with Semi-Focal Loss for Mitosis Detection
Yanbo Ma, Jiarui Sun, Qiuhao Zhou et al.
Joint Patch-Group Based Sparse Representation for Image Inpainting
Zhiyuan Zha, Xin Yuan, Bihan Wen et al.
Clustering Induced Kernel Learning
Khanh Nguyen, Nhan Dam, Trung Le et al.
Learning Selfie-Friendly Abstraction from Artistic Style Images
Yicun Liu, Jimmy Ren, Jianbo Liu et al.
Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach
Yifan Guo, Weixian Liao, Qianlong Wang et al.
End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching
Li Zhang, Quanhong Wang, Haihua Lu et al.
Structured Gaussian Processes with Twin Multiple Kernel Learning
Çiğdem Ak, Önder Ergönül, Mehmet Gönen
RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets
Yaling Tao, Kentaro Takagi, Kouta Nakata
Feature-correlation-aware Gaussian Process Latent Variable Model
Ping Li, Songcan Chen
Co-regularized Multi-view Subspace Clustering
Hong Yu, Tiantian Zhang, Yahong Lian et al.
Deep Correlation Structure Preserved Label Space Embedding for Multi-label Classification
Kaixiang Wang, Ming Yang, Wanqi Yang et al.
Political discourse classification in social networks using context sensitive convolutional neural networks
Aritz Bilbao-Jayo, Aitor Almeida
Improving Classification of Twitter Behavior During Hurricane Events
Kevin Stowe, Jennings Anderson, Martha Palmer et al.
Towards Automation of Sense-type Identification of Verbs in OntoSenseNet
Sreekavitha Parupalli, Vijjini Anvesh Rao, Radhika Mamidi
EmotionX-JTML: Detecting emotions with Attention
Johnny Torres
EmotionX-Area66: Predicting Emotions in Dialogues using Hierarchical Attention Network with Sequence Labeling
Rohit Saxena, Savita Bhat, Niranjan Pedanekar
EmotionX-SmartDubai_NLP: Detecting User Emotions In Social Media Text
Hessa AlBalooshi, Shahram Rahmanian, Rahul Venkatesh Kumar