ACML 2018

57 papers

A Data Driven Approach to Predicting Rating Scores for New Restaurants Xiaochen Wang, Yanyan Shen, Yanmin Zhu

A Faster Sampling Algorithm for Spherical $k$-Means Rameshwar Pratap, Anup Deshmukh, Pratheeksha Nair, Tarun Dutt

A Joint Selective Mechanism for Abstractive Sentence Summarization Junjie Fu, Gongshen Liu

A Scalable Heterogeneous Parallel SOM Based on MPI/CUDA Yao Liu, Jun Sun, Qing Yao, Su Wang, Kai Zheng, Yan Liu

A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment Classification Hongli Wang, Jiangtao Ren

Adversarial Neural Machine Translation Lijun Wu, Yingce Xia, Fei Tian, Li Zhao, Tao Qin, Jianhuang Lai, Tie-Yan Liu

Adversarial TableQA: Attention Supervision for Question Answering on Tables Minseok Cho, Reinald Kim Amplayo, Seung-won Hwang, Jonghyuck Park

An Empirical Evaluation of Sketched SVD and Its Application to Leverage Score Ordering Hui Han Chin, Paul Pu Liang

ASVRG: Accelerated Proximal SVRG Fanhua Shang, Licheng Jiao, Kaiwen Zhou, James Cheng, Yan Ren, Yufei Jin

Batch Normalized Deep Boltzmann Machines Hung Vu, Tu Dinh Nguyen, Trung Le, Wei Luo, Dinh Phung

Boosting Dynamic Programming with Neural Networks for Solving NP-Hard Problems Feidiao Yang, Tiancheng Jin, Tie-Yan Liu, Xiaoming Sun, Jialin Zhang

Cartoon-to-Photo Facial Translation with Generative Adversarial Networks Junhong Huang, Mingkui Tan, Yuguang Yan, Chunmei Qing, Qingyao Wu, Zhuliang Yu

CCNet: Cluster-Coordinated Net for Learning Multi-Agent Communication Protocols with Reinforcement Learning Xin Wen, Zheng-Jun Zha, Zilei Wang, Liansheng Zhuang, Houqiang Li

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

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

Clustering Induced Kernel Learning Khanh Nguyen, Nhan Dam, Trung Le, Tu Dinh Nguyen, Dinh Phung

Clustering Uncertain Graphs with Node Attributes Yafang Li, Xiangnan Kong, Caiyan Jia, Jianqiang Li

Co-Regularized Multi-View Subspace Clustering Hong Yu, Tiantian Zhang, Yahong Lian, Yu Cai

Collaboratively Weighting Deep and Classic Representation via $l_2$ Regularization for Image Classification Shaoning Zeng, Bob Zhang, Yanghao Zhang, Jianping Gou

Concorde: Morphological Agreement in Conversational Models Daniil Polykovskiy, Dmitry Soloviev, Sergey Nikolenko

Construction of Incoherent Dictionaries via Direct Babel Function Minimization Huan Li, Zhouchen Lin

Deep Correlation Structure Preserved Label Space Embedding for Multi-Label Classification Kaixiang Wang, Ming Yang, Wanqi Yang, YiLong Yin

Deep Embedded Clustering with Data Augmentation Xifeng Guo, En Zhu, Xinwang Liu, Jianping Yin

Deep Fully-Connected Part-Based Models for Human Pose Estimation Rodrigo de Bem, Anurag Arnab, Stuart Golodetz, Michael Sapienza, Philip Torr

Deep Multi-Instance Learning with Dynamic Pooling Yongluan Yan, Xinggang Wang, Xiaojie Guo, Jiemin Fang, Wenyu Liu, Junzhou Huang

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, Wray Buntine

Efficient Mechanisms for Peer Grading and Dueling Bandits Chuang-Chieh Lin, Chi-Jen Lu

End-to-End Learning of Multi-Scale Convolutional Neural Network for Stereo Matching Li Zhang, Quanhong Wang, Haihua Lu, Yong Zhao

End-to-End Time Series Imputation via Residual Short Paths Lifeng Shen, Qianli Ma, Sen Li

Extracting Invariant Features from Images Using an Equivariant Autoencoder Denis Kuzminykh, Daniil Polykovskiy, Alexander Zhebrak

Fast Dynamic Convolutional Neural Networks for Visual Tracking Zhiyan Cui, Na Lu, Xue Jing, Xiahao Shi

Fast Randomized PCA for Sparse Data Xu Feng, Yuyang Xie, Mingye Song, Wenjian Yu, Jie Tang

Feature-Correlation-Aware Gaussian Process Latent Variable Model Ping Li, Songcan Chen

Hypernetwork-Based Implicit Posterior Estimation and Model Averaging of CNN Kenya Ukai, Takashi Matsubara, Kuniaki Uehara

Joint Patch-Group Based Sparse Representation for Image Inpainting Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu

Knowledge Guided Multi-Instance Multi-Label Learning via Neural Networks in Medicines Prediction Junyuan Shang, Shenda Hong, Yuxi Zhou, Meng Wu, Hongyan Li

Learning Selfie-Friendly Abstraction from Artistic Style Images Yicun Liu, Jimmy Ren, Jianbo Liu, Xiaohao Chen

Making Classifier Chains Resilient to Class Imbalance Bin Liu, Grigorios Tsoumakas

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

Optimization Algorithm Inspired Deep Neural Network Structure Design Huan Li, Yibo Yang, Dongmin Chen, Zhouchen Lin

Person Re-Identification by Mid-Level Attribute and Part-Based Identity Learning Guopeng Zhang, Jinhua Xu

Preconditioned Conjugate Gradient Methods in Truncated Newton Frameworks for Large-Scale Linear Classification Chih-Yang Hsia, Wei-Lin Chiang, Chih-Jen Lin

Profitable Bandits Mastane Achab, Stephan Clémençon, Aurélien Garivier

RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets Yaling Tao, Kentaro Takagi, Kouta Nakata

Refining Synthetic Images with Semantic Layouts by Adversarial Training Tongtong Zhao, Yuxiao Yan, JinJia Peng, HaoHui Wei, Xianping Fu

Relative Attribute Learning with Deep Attentive Cross-Image Representation Zeshang Zhang, Yingming Li, Zhongfei Zhang

ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks Iurii Kemaev, Daniil Polykovskiy, Dmitry Vetrov

RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara

SecureNets: Secure Inference of Deep Neural Networks on an Untrusted Cloud Xuhui Chen, Jinlong Ji, Lixing Yu, Changqing Luo, Pan Li

Stock Price Prediction Using Attention-Based Multi-Input LSTM Hao Li, Yanyan Shen, Yanmin Zhu

Structured Gaussian Processes with Twin Multiple Kernel Learning Çiğdem Ak, Önder Ergönül, Mehmet Gönen

TVT: Two-View Transformer Network for Video Captioning Ming Chen, Yingming Li, Zhongfei Zhang, Siyu Huang

Underwater Image Restoration Based on Convolutional Neural Network Yan Hu, Keyan Wang, Xi Zhao, Hui Wang, Yunsong Li

Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation Chen Shen, Yuhong Guo

Who Are Raising Their Hands? Hand-Raiser Seeking Based on Object Detection and Pose Estimation Huayi Zhou, Fei Jiang, Ruimin Shen

ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian Detection Chong Shang, Haizhou Ai, Zijie Zhuang, Long Chen, Junliang Xing