[edit]
[edit]
Editors: Wee Sun Lee, Taiji Suzuki
Asian Conference on Machine Learning: Preface
; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:i-xvi
[abs][Download PDF]
Random Projection in Neural Episodic Control
Daichi Nishio, Satoshi Yamane; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1-15
[abs][Download PDF]
Differentially Private Community Detection in Attributed Social Networks
Tianxi Ji, Changqing Luo, Yifan Guo, Jinlong Ji, Weixian Liao, Pan Li; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:16-31
[abs][Download PDF]
Towards Governing Agent’s Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning
John Yang, Gyuejeong Lee, Simyung Chang, Nojun Kwak; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:32-47
[abs][Download PDF]
An Articulated Structure-aware Network for 3D Human Pose Estimation
Zhenhua Tang, Xiaoyan Zhang, Junhui Hou; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:48-63
A Continuous Actor-Critic Reinforcement Learning Approach to Flocking with Fixed-Wing UAVs
Chang Wang, Chao Yan, Xiaojia Xiang, Han Zhou; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:64-79
[abs][Download PDF]
Multiple Empirical Kernel Learning with Discriminant Locality Preservation
Bolu Wang, Dongdong Li, Zhe Wang; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:80-93
[abs][Download PDF]
ResNet and Batch-normalization Improve Data Separability
Yasutaka Furusho, Kazushi Ikeda; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:94-108
[abs][Download PDF]
Variational Conditional GAN for Fine-grained Controllable Image Generation
Mingqi Hu, Deyu Zhou, Yulan He; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:109-124
[abs][Download PDF]
Deep Learning with a Rethinking Structure for Multi-label Classification
Yao-Yuan Yang, Yi-An Lin, Hong-Min Chu, Hsuan-Tien Lin; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:125-140
[abs][Download PDF]
Minimax Online Prediction of Varying Bernoulli Process under Variational Approximation
Kenta Konagayoshi, Kazuho Watanabe; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:141-156
Multivariate Time Series Prediction Based on Optimized Temporal Convolutional Networks with Stacked Auto-encoders
Yunxiao Wang, Zheng Liu, Di Hu, Mian Zhang; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:157-172
[abs][Download PDF]
Learning to Augment with Feature Side-information
Amina Mollaysa, Alexandros Kalousis, Eric Bruno, Maurits Diephuis; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:173-187
[abs][Download PDF]
An Encoding Adversarial Network for Anomaly Detection
Elies Gherbi, Blaise Hanczar, Jean-Christophe Janodet, Witold Klaudel; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:188-203
[abs][Download PDF]
Model-Based Reinforcement Learning Exploiting State-Action Equivalence
Mahsa Asadi, Mohammad Sadegh Talebi, Hippolyte Bourel, Odalric-Ambrym Maillard; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:204-219
A Model of Text-Enhanced Knowledge Graph Representation Learning with Collaborative Attention
Yashen Wang, Huanhuan Zhang, Haiyong Xie; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:220-235
[abs][Download PDF]
SPCDet: Enhancing Object Detection with Combined Feature Fusing
Haixin Wang, Lintao Wu, Qiongzhi Wu; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:236-251
[abs][Download PDF]
$\mathcal{X}$-Armed Bandits: Optimizing Quantiles, CVaR and Other Risks
Léonard Torossian, Aurélien Garivier, Victor Picheny; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:252-267
Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter
Puja Sahu, Nandyala Hemachandra; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:268-283
[abs][Download PDF]
Realistic Image Generation using Region-phrase Attention
Wanming Huang, Richard Yi Da Xu, Ian Oppermann; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:284-299
Efficient Diversified Mini-Batch Selection using Variable High-layer Features
Wanming Huang, Richard Yi Da Xu, Ian Oppermann; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:300-315
[abs][Download PDF]
Gradient-based Training of Slow Feature Analysis by Differentiable Approximate Whitening
Merlin Schüler, Hlynur Davíð Hlynsson, Laurenz Wiskott; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:316-331
Functional Isolation Forest
Guillaume Staerman, Pavlo Mozharovskyi, Stephan Clémençon, Florence d’Alché-Buc; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:332-347
Latent Multi-view Semi-Supervised Classification
Xiaofan Bo, Zhao Kang, Zhitong Zhao, Yuanzhang Su, Wenyu Chen; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:348-362
[abs][Download PDF]
Cascaded and Dual: Discrimination Oriented Network for Brain Tumor Classification
Wenxuan Zhang, Dong Zhang, Xinguang Xiang; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:363-378
[abs][Download PDF]
FEARS: a Feature and Representation Selection approach for Time Series Classification
Alexis Bondu, Dominique Gay, Vincent Lemaire, Marc Boullé, Eole Cervenka; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:379-394
[abs][Download PDF]
Unified Policy Optimization for Robust Reinforcement Learning
Zichuan Lin, Li Zhao, Jiang Bian, Tao Qin, Guangwen Yang; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:395-410
[abs][Download PDF]
Multi-Label Learning with Regularization Enriched Label-Specific Features
Ze-Sen Chen, Min-Ling Zhang; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:411-424
[abs][Download PDF]
An Attentive Memory Network Integrated with Aspect Dependency for Document-Level Multi-Aspect Sentiment Classification
Qingxuan Zhang, Chongyang Shi; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:425-440
[abs][Download PDF]
Multi-modal Representation Learning for Successive POI Recommendation
Lishan Li, Ying Liu, Jianping Wu, Lin He, Gang Ren; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:441-456
[abs][Download PDF]
Forward and Backward Knowledge Transfer for Sentiment Classification
Hao Wang, Bing Liu, Shuai Wang, Nianzu Ma, Yan Yang; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:457-472
[abs][Download PDF]
Zero-shot Domain Adaptation Based on Attribute Information
Masato Ishii, Takashi Takenouchi, Masashi Sugiyama; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:473-488
[abs][Download PDF]
Capsule Networks Need an Improved Routing Algorithm
Inyoung Paik, Taeyeong Kwak, Injung Kim; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:489-502
[abs][Download PDF]
Learning to Sample Hard Instances for Graph Algorithms
Ryoma Sato, Makoto Yamada, Hisashi Kashima; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:503-518
[abs][Download PDF]
Multi-branch Siamese Network for High Performance Online Visual Tracking
Junfei Zhuang, Yuan Dong, Hongliang Bai, Gang Wang; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:519-534
[abs][Download PDF]
Exemplar Based Mixture Models with Censored Data
Masahiro Kohjima, Tatsushi Matsubayashi, Hiroyuki Toda; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:535-550
[abs][Download PDF]
Canonical Soft Time Warping
Keisuke Kawano, Satoshi Koide, Takuro Kutsuna; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:551-566
Self-Weighted Multi-View Clustering with Deep Matrix Factorization
Beilei Cui, Hong Yu, Tiantian Zhang, Siwen Li; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:567-582
[abs][Download PDF]
Real-time tree search with pessimistic scenarios: Winning the NeurIPS 2018 Pommerman Competition
Takayuki Osogami, Toshihiro Takahashi; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:583-598
[abs][Download PDF]
Variational Inference from Ranked Samples with Features
Yuan Guo, Jennifer Dy, Deniz Erdoğmuş, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:599-614
Investigating the effect of novel classes in semi-supervised learning
Alex Yuxuan Peng, Yun Sing Koh, Patricia Riddle, Bernhard Pfahringer; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:615-630
An Anchor-Free Oriented Text Detector with Connectionist Text Proposal Network
Chenhui Huang, Jinhua Xu; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:631-645
[abs][Download PDF]
Text Length Adaptation in Sentiment Classification
Reinald Kim Amplayo, Seonjae Lim, Seung-won Hwang; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:646-661
[abs][Download PDF]
A Generalization Bound for Online Variational Inference
Badr-Eddine Chérief-Abdellatif, Pierre Alquier, Mohammad Emtiyaz Khan; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:662-677
Regularizing Neural Networks via Stochastic Branch Layers
Wonpyo Park, Paul Hongsuck Seo, Bohyung Han, Minsu Cho; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:678-693
[abs][Download PDF]
SPoD-Net: Fast Recovery of Microscopic Images Using Learned ISTA
Satoshi Hara, Weichih Chen, Takashi Washio, Tetsuichi Wazawa, Takeharu Nagai; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:694-709
[abs][Download PDF]
Improving Statute Prediction via Mining Correlations between Statutes
Yi Feng, Chuanyi Li, Jidong Ge, Bin Luo; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:710-725
[abs][Download PDF]
Convolutional Neural Collaborative Filtering with Stacked Embeddings
Liu Han, Hailong Wu, Nan Hu, Binbin Qu; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:726-741
[abs][Download PDF]
A New Multi-choice Reading Comprehension Dataset for Curriculum Learning
Yichan Liang, Jianheng Li, Jian Yin; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:742-757
[abs][Download PDF]
Prediction of Crowd Flow in City Complex with Missing Data
Shiyang Qiu, Peng Xu, Wei Zheng, Junjie Wang, Guo Yu, Mingyao Hou, Hengchang Liu; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:758-773
[abs][Download PDF]
Learning Weighted Top-$k$ Support Vector Machine
Tsuyoshi Kato, Yoshihiro Hirohashi; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:774-789
Self-Paced Multi-Label Learning with Diversity
Seyed Amjad Seyedi, S. Siamak Ghodsi, Fardin Akhlaghian, Mahdi Jalili, Parham Moradi; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:790-805
[abs][Download PDF]
Software Component Prediction for Bug Reports
Wei Zhang, Chris Challis; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:806-821
[abs][Download PDF]
Focused Anchors Loss: cost-sensitive learning of discriminative features for imbalanced classification
Bahram K. Baloch, Sateesh Kumar, Sanjay Haresh, Abeerah Rehman, Tahir Syed; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:822-835
[abs][Download PDF]
Efficient Learning of Restricted Boltzmann Machines Using Covariance Estimates
Vidyadhar Upadhya, P S Sastry; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:836-851
[abs][Download PDF]
Multi-width Activation and Multiple Receptive Field Networks for Dynamic Scene Deblurring
Jinkai Cui, Weihong Li, Wei Guo, Weiguo Gong; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:852-867
[abs][Download PDF]
Adaptive truncated residual regression for fine-grained regression problems
Hirotaka Hachiya, Yu Yamamoto, Kazuro Hirahara, Naonori Ueda; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:868-882
[abs][Download PDF]
Surface Reconstruction based on Self-Merging Octree with Deep Learning
Jian Lv, Xie Han, Jiajie Zheng, Fengguang Xiong, Min Pang; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:883-896
[abs][Download PDF]
Separate Loss for Basic and Compound Facial Expression Recognition in the Wild
Yingjian Li, Yao Lu, Jinxing Li, Guangming Lu; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:897-911
[abs][Download PDF]
LADet: A Light-weight and Adaptive Network for Multi-scale Object Detection
Jiaming Zhou, Yuqiao Tian, Weicheng Li, Rui Wang, Zhongzhi Luan, Depei Qian; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:912-923
[abs][Download PDF]
Fusing Recalibrated Features and Depthwise Separable Convolution for the Mangrove Bird Sound Classification
Chongqin Lei, Weiguo Gong, Zixu Wang; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:924-939
[abs][Download PDF]
Multi-Scale Visual Semantics Aggregation with Self-Attention for End-to-End Image-Text Matching
Zhuobin Zheng, Youcheng Ben, Chun Yuan; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:940-955
Kernel Learning for Data-Driven Spectral Analysis of Koopman Operators
Naoya Takeishi; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:956-971
Nuclei segmentation by using convolutional network with distance map and contour information
Xiaoming Liu, Zhengsheng Guo, Bo Li, Jun Cao; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:972-986
[abs][Download PDF]
Unpaired Data based Cross-domain Synthesis and Segmentation Using Attention Neural Network
Xiaoming Liu, Xiangkai Wei, Aihui Yu, Zhifang Pan; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:987-1000
[abs][Download PDF]
Self-Supervised Deep Multi-View Subspace Clustering
Xiukun Sun, Miaomiao Cheng, Chen Min, Liping Jing; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1001-1016
[abs][Download PDF]
Active Change-Point Detection
Shogo Hayashi, Yoshinobu Kawahara, Hisashi Kashima; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1017-1032
[abs][Download PDF]
Trust Region Sequential Variational Inference
Geon-Hyeong Kim, Youngsoo Jang, Jongmin Lee, Wonseok Jeon, Hongseok Yang, Kee-Eung Kim; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1033-1048
[abs][Download PDF]
SDC-causing Error Detection Based on Lightweight Vulnerability Prediction
Cheng Liu, Jingjing Gu, Zujia Yan, Fuzhen Zhuang, Yunyun Wang; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1049-1064
[abs][Download PDF]
Hyperbolic Ordinal Embedding
Atsushi Suzuki, Jing Wang, Feng Tian, Atsushi Nitanda, Kenji Yamanishi; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1065-1080
Effective Sentence Scoring Method Using BERT for Speech Recognition
Joonbo Shin, Yoonhyung Lee, Kyomin Jung; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1081-1093
[abs][Download PDF]
Stochastic Gradient Trees
Henry Gouk, Bernhard Pfahringer, Eibe Frank; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1094-1109
[abs][Download PDF]
Learning to Aggregate: Tackling the Aggregation/Disaggregation Problem for OWA
Vitalik Melnikov, Eyke Hüllermeier; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1110-1125
[abs][Download PDF]
Geometry-Aware Maximum Likelihood Estimation of Intrinsic Dimension
Marina Gomtsyan, Nikita Mokrov, Maxim Panov, Yury Yanovich; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1126-1141
[abs][Download PDF]
Forward-Backward Generative Adversarial Networks for Anomaly Detection
Youngnam Kim, Seungjin Choi; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1142-1155
[abs][Download PDF]
Improving Relation Classification by Entity Pair Graph
Yi Zhao, Huaiyu Wan, Jianwei Gao, Youfang Lin; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1156-1171
[abs][Download PDF]
Cell-aware Stacked LSTMs for Modeling Sentences
Jihun Choi, Taeuk Kim, Sang-goo Lee; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1172-1187
From Implicit to Explicit Feedback: A deep neural network for modeling the sequential behavior of online users
Anh Phan Tuan, Nhat Nguyen Trong, Duong Bui Trong, Linh Ngo Van, Khoat Than; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1188-1203
[abs][Download PDF]
G-UAP: Generic Universal Adversarial Perturbation that Fools RPN-based Detectors
Xing Wu, Lifeng Huang, Chengying Gao; Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1204-1217
[abs][Download PDF]
此内容由惯性聚合(RSS阅读器)自动聚合整理，仅供阅读参考。 原文来自 — 版权归原作者所有。