Abstract is missing.
- Preface [doi]
- Deep Correlation Structure Preserved Label Space Embedding for Multi-label ClassificationKaixiang Wang, Ming Yang, Wanqi Yang, Yilong Yin. 1-16 [doi]
- Co-regularized Multi-view Subspace ClusteringHong Yu, Tiantian Zhang, Yahong Lian, Yu Cai. 17-32 [doi]
- Feature-correlation-aware Gaussian Process Latent Variable ModelPing Li, Songcan Chen. 33-48 [doi]
- RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced DatasetsYaling Tao, Kentaro Takagi, Kouta Nakata. 49-64 [doi]
- Structured Gaussian Processes with Twin Multiple Kernel LearningÇigdem Ak, Önder Ergönül, Mehmet Gönen. 65-80 [doi]
- End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo MatchingLi Zhang, Quanhong Wang, Haihua Lu, Yong Zhao. 81-96 [doi]
- Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder ApproachYifan Guo, Weixian Liao, Qianlong Wang, Lixing Yu, Tianxi Ji, Pan Li. 97-112 [doi]
- Learning Selfie-Friendly Abstraction from Artistic Style ImagesYicun Liu, Jimmy S. J. Ren, Jianbo Liu, Xiaohao Chen. 113-128 [doi]
- Clustering Induced Kernel LearningKhanh Nguyen, Nhan Dam, Trung Le, Tu Dinh Nguyen, Dinh Q. Phung. 129-144 [doi]
- Joint Patch-Group Based Sparse Representation for Image InpaintingZhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu. 145-160 [doi]
- CHS-NET: A Cascaded Neural Network with Semi-Focal Loss for Mitosis DetectionYanbo Ma, Jiarui Sun, Qiuhao Zhou, Kaili Cheng, Xuesong Chen, Yong Zhao 0010. 161-175 [doi]
- Hypernetwork-based Implicit Posterior Estimation and Model Averaging of CNNKenya Ukai, Takashi Matsubara, Kuniaki Uehara. 176-191 [doi]
- Distinguishing Question Subjectivity from Difficulty for Improved CrowdsourcingYuan Jin, Mark J. Carman, Ye Zhu, Wray L. Buntine. 192-207 [doi]
- Discriminative Feature Representation for Person Re-identification by Batch-contrastive LossGuopeng Zhang, Jinhua Xu. 208-219 [doi]
- Person Re-identification by Mid-level Attribute and Part-based Identity LearningGuopeng Zhang, Jinhua Xu. 220-231 [doi]
- Clustering Uncertain Graphs with Node AttributesYafang Li, Xiangnan Kong, Caiyan Jia, JianQiang Li. 232-247 [doi]
- End-to-End Time Series Imputation via Residual Short PathsLifeng Shen, Qianli Ma, Sen Li. 248-263 [doi]
- A Scalable Heterogeneous Parallel SOM Based on MPI/CUDAYao Liu, Jun Sun, Qing Yao, Su Wang, Kai Zheng 0008, Yan Liu. 264-279 [doi]
- Making Classifier Chains Resilient to Class ImbalanceBin Liu, Grigorios Tsoumakas. 280-295 [doi]
- Underwater Image Restoration Based on Convolutional Neural NetworkYan Hu, Keyan Wang, Xi Zhao, Hui Wang, Yunsong Li. 296-311 [doi]
- Preconditioned Conjugate Gradient Methods in Truncated Newton Frameworks for Large-scale Linear ClassificationChih-Yang Hsia, Wei-Lin Chiang, Chih-Jen Lin. 312-326 [doi]
- Deep Fully-Connected Part-Based Models for Human Pose EstimationRodrigo de Bem, Anurag Arnab, Stuart Golodetz, Michael Sapienza, Philip H. S. Torr. 327-342 [doi]
- A Faster Sampling Algorithm for Spherical $k$-meansRameshwar Pratap, Anup Deshmukh, Pratheeksha Nair, Tarun Dutt. 343-358 [doi]
- Batch Normalized Deep Boltzmann MachinesHung Vu, Tu Dinh Nguyen, Trung Le, Wei Luo, Dinh Q. Phung. 359-374 [doi]
- Unsupervised Heterogeneous Domain Adaptation with Sparse Feature TransformationChen Shen, Yuhong Guo. 375-390 [doi]
- Adversarial TableQA: Attention Supervision for Question Answering on TablesMinseok Cho, Reinald Kim Amplayo, Seung-won Hwang, Jonghyuck Park. 391-406 [doi]
- Concorde: Morphological Agreement in Conversational ModelsDaniil Polykovskiy, Dmitry Soloviev, Sergey I. Nikolenko. 407-421 [doi]
- ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural NetworksIurii Kemaev, Daniil Polykovskiy, Dmitry Vetrov. 422-437 [doi]
- Extracting Invariant Features From Images Using An Equivariant AutoencoderDenis Kuzminykh, Daniil Polykovskiy, Alexander Zhebrak. 438-453 [doi]
- Stock Price Prediction Using Attention-based Multi-Input LSTMHao Li, Yanyan Shen, Yanmin Zhu. 454-469 [doi]
- Who Are Raising Their Hands? Hand-Raiser Seeking Based on Object Detection and Pose EstimationHuayi Zhou, Fei Jiang, Ruimin Shen. 470-485 [doi]
- ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian DetectionChong Shang, Haizhou Ai, Zijie Zhuang, Long Chen, Junliang Xing. 486-501 [doi]
- Collaboratively Weighting Deep and Classic Representation via $l_2$ Regularization for Image ClassificationShaoning Zeng, Bob Zhang, Yanghao Zhang, Jianping Gou. 502-517 [doi]
- Character-based BiLSTM-CRF Incorporating POS and Dictionaries for Chinese Opinion Target ExtractionYanzeng Li, Tingwen Liu, Diying Li, Quangang Li, Jinqiao Shi, Yanqiu Wang. 518-533 [doi]
- Adversarial Neural Machine TranslationLijun Wu, Yingce Xia, Fei Tian, Li Zhao, Tao Qin, Jianhuang Lai, Tie-Yan Liu. 534-549 [doi]
- Deep Embedded Clustering with Data AugmentationXifeng Guo, En Zhu, Xinwang Liu, Jianping Yin. 550-565 [doi]
- Cartoon-to-Photo Facial Translation with Generative Adversarial NetworksJunhong Huang, Mingkui Tan, Yuguang Yan, Chunmei Qing, Qingyao Wu, Zhuliang Yu. 566-581 [doi]
- CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement LearningXin Wen, Zheng-Jun Zha, Zilei Wang, Liansheng Zhuang, Houqiang Li. 582-597 [doi]
- Construction of Incoherent Dictionaries via Direct Babel Function MinimizationHuan Li 0007, Zhouchen Lin. 598-613 [doi]
- Optimization Algorithm Inspired Deep Neural Network Structure DesignHuan Li 0007, Yibo Yang, Dongmin Chen, Zhouchen Lin. 614-629 [doi]
- A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment ClassificationHongli Wang, Jiangtao Ren. 630-645 [doi]
- SecureNets: Secure Inference of Deep Neural Networks on an Untrusted CloudXuhui Chen, Jinlong Ji, Lixing Yu, Changqing Luo, Pan Li. 646-661 [doi]
- Deep Multi-instance Learning with Dynamic PoolingYongluan Yan, Xinggang Wang, Xiaojie Guo, Jiemin Fang, Wenyu Liu, JunZhou Huang. 662-677 [doi]
- A Data Driven Approach to Predicting Rating Scores for New RestaurantsXiaochen Wang, Yanyan Shen, Yanmin Zhu. 678-693 [doi]
- Profitable BanditsMastane Achab, Stéphan Clémençon, Aurélien Garivier. 694-709 [doi]
- Fast Randomized PCA for Sparse DataXu Feng, Yuyang Xie, Mingye Song, Wenjian Yu, Jie Tang. 710-725 [doi]
- Boosting Dynamic Programming with Neural Networks for Solving NP-hard ProblemsFeidiao Yang, Tiancheng Jin, Tie-Yan Liu, Xiaoming Sun, Jialin Zhang. 726-739 [doi]
- Efficient Mechanisms for Peer Grading and Dueling BanditsChuang-Chieh Lin, Chi-Jen Lu. 740-755 [doi]
- A Joint Selective Mechanism for Abstractive Sentence SummarizationJunjie Fu, Gongshen Liu. 756-769 [doi]
- Fast Dynamic Convolutional Neural Networks for Visual TrackingZhiyan Cui, Na Lu, Xue Jing, Xiahao Shi. 770-785 [doi]
- RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNsRyo Takahashi, Takashi Matsubara, Kuniaki Uehara. 786-798 [doi]
- An Empirical Evaluation of Sketched SVD and its Application to Leverage Score OrderingHui Han Chin, Paul Pu Liang. 799-814 [doi]
- ASVRG: Accelerated Proximal SVRGFanhua Shang, Licheng Jiao, Kaiwen Zhou, James Cheng, Yan Ren, Yufei Jin. 815-830 [doi]
- Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines PredictionJunyuan Shang, Shenda Hong, Yuxi Zhou, Meng Wu, Hongyan Li. 831-846 [doi]
- TVT: Two-View Transformer Network for Video CaptioningMing Chen, Yingming Li, Zhongfei Zhang, Siyu Huang. 847-862 [doi]
- Refining Synthetic Images with Semantic Layouts by Adversarial TrainingTongtong Zhao, Yuxiao Yan, Jinjia Peng, HaoHui Wei, XianPing Fu. 863-878 [doi]
- Relative Attribute Learning with Deep Attentive Cross-image RepresentationZeshang Zhang, Yingming Li, Zhongfei Zhang. 879-892 [doi]