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GeezerVison is showing proceedings.mlr.press — Proceedings of Machine Learning Research [edit] Volume 95: Asian Conference on Machine Learning, 14-16 November 2018,[edit] Editors: Jun Zhu, Ichiro Takeuchi Filter Authors: Filter Titles: Preface Jun Zhu, Ichiro Takeuchi; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:i-xiv [abs][Download PDF] Deep Correlation Structure Preserved Label Space Embedding for Multi-label Classification Kaixiang Wang, Ming Yang, Wanqi Yang, YiLong Yin; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:1-16 [abs][Download PDF] Co-regularized Multi-view Subspace Clustering Hong Yu, Tiantian Zhang, Yahong Lian, Yu Cai; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:17-32 [abs][Download PDF] Feature-correlation-aware Gaussian Process Latent Variable Model Ping Li, Songcan Chen; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:33-48 [abs][Download PDF] RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets Yaling Tao, Kentaro Takagi, Kouta Nakata; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:49-64 [abs][Download PDF] Structured Gaussian Processes with Twin Multiple Kernel Learning Çiğdem Ak, Önder Ergönül, Mehmet Gönen; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:65-80 [abs][Download PDF] End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching Li Zhang, Quanhong Wang, Haihua Lu, Yong Zhao; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:81-96 [abs][Download PDF] Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach Yifan Guo, Weixian Liao, Qianlong Wang, Lixing Yu, Tianxi Ji, Pan Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:97-112 [abs][Download PDF] Learning Selfie-Friendly Abstraction from Artistic Style Images Yicun Liu, Jimmy Ren, Jianbo Liu, Xiaohao Chen; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:113-128 [abs][Download PDF] Clustering Induced Kernel Learning Khanh Nguyen, Nhan Dam, Trung Le, Tu Dinh Nguyen, Dinh Phung; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:129-144 [abs][Download PDF] Joint Patch-Group Based Sparse Representation for Image Inpainting Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:145-160 CHS-NET: A Cascaded Neural Network with Semi-Focal Loss for Mitosis Detection Yanbo Ma, Jiarui Sun, Qiuhao Zhou, Kaili Cheng, Xuesong Chen, Yong Zhao; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:161-175 [abs][Download PDF] Hypernetwork-based Implicit Posterior Estimation and Model Averaging of CNN Kenya Ukai, Takashi Matsubara, Kuniaki Uehara; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:176-191 [abs][Download PDF] Distinguishing Question Subjectivity from Difficulty for Improved Crowdsourcing Yuan Jin, Mark Carman, Ye Zhu, Wray Buntine; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:192-207 [abs][Download PDF] Discriminative Feature Representation for Person Re-identification by Batch-contrastive Loss Guopeng Zhang, Jinhua Xu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:208-219 [abs][Download PDF] Person Re-identification by Mid-level Attribute and Part-based Identity Learning Guopeng Zhang, Jinhua Xu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:220-231 [abs][Download PDF] Clustering Uncertain Graphs with Node Attributes Yafang Li, Xiangnan Kong, Caiyan Jia, Jianqiang Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:232-247 [abs][Download PDF] End-to-End Time Series Imputation via Residual Short Paths Lifeng Shen, Qianli Ma, Sen Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:248-263 [abs][Download PDF] A Scalable Heterogeneous Parallel SOM Based on MPI/CUDA Yao Liu, Jun Sun, Qing Yao, Su Wang, Kai Zheng, Yan Liu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:264-279 [abs][Download PDF] Making Classifier Chains Resilient to Class Imbalance Bin Liu, Grigorios Tsoumakas; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:280-295 [abs][Download PDF] Underwater Image Restoration Based on Convolutional Neural Network Yan Hu, Keyan Wang, Xi Zhao, Hui Wang, Yunsong Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:296-311 [abs][Download PDF] Preconditioned Conjugate Gradient Methods in Truncated Newton Frameworks for Large-scale Linear Classification Chih-Yang Hsia, Wei-Lin Chiang, Chih-Jen Lin; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:312-326 Deep Fully-Connected Part-Based Models for Human Pose Estimation Rodrigo de Bem, Anurag Arnab, Stuart Golodetz, Michael Sapienza, Philip Torr; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:327-342 A Faster Sampling Algorithm for Spherical $k$-means Rameshwar Pratap, Anup Deshmukh, Pratheeksha Nair, Tarun Dutt; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:343-358 [abs][Download PDF] Batch Normalized Deep Boltzmann Machines Hung Vu, Tu Dinh Nguyen, Trung Le, Wei Luo, Dinh Phung; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:359-374 Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation Chen Shen, Yuhong Guo; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:375-390 Adversarial TableQA: Attention Supervision for Question Answering on Tables Minseok Cho, Reinald Kim Amplayo, Seung-won Hwang, Jonghyuck Park; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:391-406 [abs][Download PDF] Concorde: Morphological Agreement in Conversational Models Daniil Polykovskiy, Dmitry Soloviev, Sergey Nikolenko; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:407-421 [abs][Download PDF] ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks Iurii Kemaev, Daniil Polykovskiy, Dmitry Vetrov; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:422-437 [abs][Download PDF] Extracting Invariant Features From Images Using An Equivariant Autoencoder Denis Kuzminykh, Daniil Polykovskiy, Alexander Zhebrak; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:438-453 [abs][Download PDF] Stock Price Prediction Using Attention-based Multi-Input LSTM Hao Li, Yanyan Shen, Yanmin Zhu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:454-469 [abs][Download PDF] Who Are Raising Their Hands? Hand-Raiser Seeking Based on Object Detection and Pose Estimation Huayi Zhou, Fei Jiang, Ruimin Shen; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:470-485 [abs][Download PDF] ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian Detection Chong Shang, Haizhou Ai, Zijie Zhuang, Long Chen, Junliang Xing; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:486-501 [abs][Download PDF] Collaboratively Weighting Deep and Classic Representation via $l_2$ Regularization for Image Classification Shaoning Zeng, Bob Zhang, Yanghao Zhang, Jianping Gou; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:502-517 [abs][Download PDF] Character-based BiLSTM-CRF Incorporating POS and Dictionaries for Chinese Opinion Target Extraction Yanzeng Li, Tingwen Liu, Diying Li, Quangang Li, Jinqiao Shi, Yanqiu Wang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:518-533 [abs][Download PDF] Adversarial Neural Machine Translation Lijun Wu, Yingce Xia, Fei Tian, Li Zhao, Tao Qin, Jianhuang Lai, Tie-Yan Liu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:534-549 [abs][Download PDF] Deep Embedded Clustering with Data Augmentation Xifeng Guo, En Zhu, Xinwang Liu, Jianping Yin; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:550-565 [abs][Download PDF] Cartoon-to-Photo Facial Translation with Generative Adversarial Networks Junhong Huang, Mingkui Tan, Yuguang Yan, Chunmei Qing, Qingyao Wu, Zhuliang Yu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:566-581 [abs][Download PDF] CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning Xin Wen, Zheng-Jun Zha, Zilei Wang, Liansheng Zhuang, Houqiang Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:582-597 [abs][Download PDF] Construction of Incoherent Dictionaries via Direct Babel Function Minimization Huan Li, Zhouchen Lin; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:598-613 Optimization Algorithm Inspired Deep Neural Network Structure Design Huan Li, Yibo Yang, Dongmin Chen, Zhouchen Lin; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:614-629 [abs][Download PDF] A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment Classification Hongli Wang, Jiangtao Ren; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:630-645 [abs][Download PDF] SecureNets: Secure Inference of Deep Neural Networks on an Untrusted Cloud Xuhui Chen, Jinlong Ji, Lixing Yu, Changqing Luo, Pan Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:646-661 [abs][Download PDF] Deep Multi-instance Learning with Dynamic Pooling Yongluan Yan, Xinggang Wang, Xiaojie Guo, Jiemin Fang, Wenyu Liu, Junzhou Huang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:662-677 [abs][Download PDF] A Data Driven Approach to Predicting Rating Scores for New Restaurants Xiaochen Wang, Yanyan Shen, Yanmin Zhu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:678-693 [abs][Download PDF] Profitable Bandits Mastane Achab, Stephan Clémençon, Aurélien Garivier; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:694-709 Fast Randomized PCA for Sparse Data Xu Feng, Yuyang Xie, Mingye Song, Wenjian Yu, Jie Tang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:710-725 [abs][Download PDF] Boosting Dynamic Programming with Neural Networks for Solving NP-hard Problems Feidiao Yang, Tiancheng Jin, Tie-Yan Liu, Xiaoming Sun, Jialin Zhang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:726-739 [abs][Download PDF] Efficient Mechanisms for Peer Grading and Dueling Bandits Chuang-Chieh Lin, Chi-Jen Lu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:740-755 [abs][Download PDF] A Joint Selective Mechanism for Abstractive Sentence Summarization Junjie Fu, Gongshen Liu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:756-769 [abs][Download PDF] Fast Dynamic Convolutional Neural Networks for Visual Tracking Zhiyan Cui, Na Lu, Xue Jing, Xiahao Shi; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:770-785 [abs][Download PDF] RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:786-798 [abs][Download PDF] An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering Hui Han Chin, Paul Pu Liang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:799-814 ASVRG: Accelerated Proximal SVRG Fanhua Shang, Licheng Jiao, Kaiwen Zhou, James Cheng, Yan Ren, Yufei Jin; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:815-830 Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction Junyuan Shang, Shenda Hong, Yuxi Zhou, Meng Wu, Hongyan Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:831-846 [abs][Download PDF] TVT: Two-View Transformer Network for Video Captioning Ming Chen, Yingming Li, Zhongfei Zhang, Siyu Huang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:847-862 [abs][Download PDF] Refining Synthetic Images with Semantic Layouts by Adversarial Training Tongtong Zhao, Yuxiao Yan, JinJia Peng, HaoHui Wei, Xianping Fu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:863-878 [abs][Download PDF] Relative Attribute Learning with Deep Attentive Cross-image Representation Zeshang Zhang, Yingming Li, Zhongfei Zhang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:879-892 [abs][Download PDF] subscribe via RSS |
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