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Volume 95: Asian Conference on Machine Learning, 14-16 November 2018,
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Editors: Jun Zhu, Ichiro Takeuchi
Preface
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:i-xiv
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Deep Correlation Structure Preserved Label Space Embedding for Multi-label Classification
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:1-16
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Co-regularized Multi-view Subspace Clustering
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:17-32
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Feature-correlation-aware Gaussian Process Latent Variable Model
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:33-48
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RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:49-64
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Structured Gaussian Processes with Twin Multiple Kernel Learning
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:65-80
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End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:81-96
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Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:97-112
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Learning Selfie-Friendly Abstraction from Artistic Style Images
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:113-128
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Clustering Induced Kernel Learning
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:129-144
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Joint Patch-Group Based Sparse Representation for Image Inpainting
; 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
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:161-175
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Hypernetwork-based Implicit Posterior Estimation and Model Averaging of CNN
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:176-191
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Distinguishing Question Subjectivity from Difficulty for Improved Crowdsourcing
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:192-207
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Discriminative Feature Representation for Person Re-identification by Batch-contrastive Loss
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:208-219
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Person Re-identification by Mid-level Attribute and Part-based Identity Learning
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:220-231
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Clustering Uncertain Graphs with Node Attributes
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:232-247
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End-to-End Time Series Imputation via Residual Short Paths
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:248-263
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A Scalable Heterogeneous Parallel SOM Based on MPI/CUDA
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:264-279
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Making Classifier Chains Resilient to Class Imbalance
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:280-295
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Underwater Image Restoration Based on Convolutional Neural Network
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:296-311
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Preconditioned Conjugate Gradient Methods in Truncated Newton Frameworks for Large-scale Linear Classification
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:312-326
Deep Fully-Connected Part-Based Models for Human Pose Estimation
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:327-342
A Faster Sampling Algorithm for Spherical $k$-means
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:343-358
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Batch Normalized Deep Boltzmann Machines
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:359-374
Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:375-390
Adversarial TableQA: Attention Supervision for Question Answering on Tables
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:391-406
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Concorde: Morphological Agreement in Conversational Models
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:407-421
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ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:422-437
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Extracting Invariant Features From Images Using An Equivariant Autoencoder
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:438-453
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Stock Price Prediction Using Attention-based Multi-Input LSTM
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:454-469
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Who Are Raising Their Hands? Hand-Raiser Seeking Based on Object Detection and Pose Estimation
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:470-485
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ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian Detection
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:486-501
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Collaboratively Weighting Deep and Classic Representation via $l_2$ Regularization for Image Classification
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:502-517
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Character-based BiLSTM-CRF Incorporating POS and Dictionaries for Chinese Opinion Target Extraction
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:518-533
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Adversarial Neural Machine Translation
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:534-549
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Deep Embedded Clustering with Data Augmentation
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:550-565
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Cartoon-to-Photo Facial Translation with Generative Adversarial Networks
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:566-581
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CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:582-597
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Construction of Incoherent Dictionaries via Direct Babel Function Minimization
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:598-613
Optimization Algorithm Inspired Deep Neural Network Structure Design
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:614-629
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A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment Classification
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:630-645
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SecureNets: Secure Inference of Deep Neural Networks on an Untrusted Cloud
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:646-661
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Deep Multi-instance Learning with Dynamic Pooling
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:662-677
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A Data Driven Approach to Predicting Rating Scores for New Restaurants
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:678-693
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Profitable Bandits
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:694-709
Fast Randomized PCA for Sparse Data
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:710-725
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Boosting Dynamic Programming with Neural Networks for Solving NP-hard Problems
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:726-739
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Efficient Mechanisms for Peer Grading and Dueling Bandits
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:740-755
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A Joint Selective Mechanism for Abstractive Sentence Summarization
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:756-769
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Fast Dynamic Convolutional Neural Networks for Visual Tracking
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:770-785
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RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:786-798
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An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:799-814
ASVRG: Accelerated Proximal SVRG
; 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
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:831-846
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TVT: Two-View Transformer Network for Video Captioning
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:847-862
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Refining Synthetic Images with Semantic Layouts by Adversarial Training
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:863-878
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Relative Attribute Learning with Deep Attentive Cross-image Representation
; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:879-892
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