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• SPINE: SParse Interpretable Neural Embeddings

  Anant Subramanian, Danish Pruthi, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Eduard Hovy

  2018-04-26

• Early Syntactic Bootstrapping in an Incremental Memory-Limited Word Learner

  Sepideh Sadeghi, Matthias Scheutz

  2018-04-26

• Multi-Channel Encoder for Neural Machine Translation

  Hao Xiong, Zhongjun He, Xiaoguang Hu, Hua Wu

  2018-04-26

• Learning Sentiment-Specific Word Embedding via Global Sentiment Representation

  Peng Fu, Zheng Lin, Fengcheng Yuan, Weiping Wang, Dan Meng

  2018-04-26

• Recognizing and Justifying Text Entailment Through Distributional Navigation on Definition Graphs

  Vivian Silva, Siegfried Handschuh, André Freitas

  2018-04-26

• The Geometric Block Model

  Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha

  2018-04-26

• Unified Locally Linear Classifiers With Diversity-Promoting Anchor Points

  Chenghao Liu, Teng Zhang, Peilin Zhao, Jianling Sun, Steven Hoi

  2018-04-26

• Sequence-to-Sequence Learning via Shared Latent Representation

  Xu Shen, Xinmei Tian, Jun Xing, Yong Rui, Dacheng Tao

  2018-04-26

• From Monte Carlo to Las Vegas: Improving Restricted Boltzmann Machine Training Through Stopping Sets

  Pedro Savarese, Mayank Kakodkar, Bruno Ribeiro

  2018-04-29

• A Deep Model With Local Surrogate Loss for General Cost-Sensitive Multi-Label Learning

  Cheng-Yu Hsieh, Yi-An Lin, Hsuan-Tien Lin

  2018-04-29

• On Controlling the Size of Clusters in Probabilistic Clustering

  Aditya Jitta, Arto Klami

  2018-04-29

• Spatio-Temporal Graph Convolution for Skeleton Based Action Recognition

  Chaolong Li, Zhen Cui, Wenming Zheng, Chunyan Xu, Jian Yang

  2018-04-29

• Learning From Semi-Supervised Weak-Label Data

  Hao-Chen Dong, Yu-Feng Li, Zhi-Hua Zhou

  2018-04-29

• Learning Graph-Structured Sum-Product Networks for Probabilistic Semantic Maps

  Kaiyu Zheng, Andrzej Pronobis, Rajesh Rao

  2018-04-29

• Substructure Assembling Network for Graph Classification

  Xiaohan Zhao, Bo Zong, Ziyu Guan, Kai Zhang, Wei Zhao

  2018-04-29

• Multi-Layer Multi-View Classification for Alzheimer’s Disease Diagnosis

  Changqing Zhang, Ehsan Adeli, Tao Zhou, Xiaobo Chen, Dinggang Shen

  2018-04-29

• Coupled Poisson Factorization Integrated With User/Item Metadata for Modeling Popular and Sparse Ratings in Scalable Recommendation

  Trong Dinh Thac Do, Longbing Cao

  2018-04-29

• Regularizing Deep Networks Using Efficient Layerwise Adversarial Training

  Swami Sankaranarayanan, Arpit Jain, Rama Chellappa, Ser Nam Lim

  2018-04-29

• Learning to Attack: Adversarial Transformation Networks

  Shumeet Baluja, Ian Fischer

  2018-04-29

• Word Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering

  Aghiles Salah, Melissa Ailem, Mohamed Nadif

  2018-04-29

• On Convergence of Epanechnikov Mean Shift

  Kejun Huang, Xiao Fu, Nicholas Sidiropoulos

  2018-04-29

• Efficient Multi-Dimensional Tensor Sparse Coding Using t-Linear Combination

  Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen

  2018-04-29

• Consistent and Specific Multi-View Subspace Clustering

  Shirui Luo, Changqing Zhang, Wei Zhang, Xiaochun Cao

  2018-04-29

• Integrated Cooperation and Competition in Multi-Agent Decision-Making

  Kyle Wray, Akshat Kumar, Shlomo Zilberstein

  2018-04-26

• Question Answering as Global Reasoning Over Semantic Abstractions

  Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Dan Roth

  2018-04-25