Presentations and Authors


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AAAI18 - Applications

Learning Differences Between Visual Scanning Patterns Can Disambiguate Bipolar and Unipolar Patients PDF
Jonathan Chung, Moshe Eizenman, Uros Rakita, Roger McIntyre, Peter Giacobbe
Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning PDF
Nina Grgić-Hlača, Muhammad Bilal Zafar, Krishna P. Gummadi, Adrian Weller
Predicting Aesthetic Score Distribution Through Cumulative Jensen-Shannon Divergence PDF
Xin Jin, Le Wu, Xiaodong Li, Siyu Chen, Siwei Peng, Jingying Chi, Shiming Ge, Chenggen Song, Geng Zhao
Deep Representation-Decoupling Neural Networks for Monaural Music Mixture Separation PDF
Zhuo Li, Hongwei Wang, Miao Zhao, Wenjie Li, Minyi Guo
Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach PDF
Bin Liu, Ying Li, Zhaonan Sun, Soumya Ghosh, Kenney Ng
Learning the Probability of Activation in the Presence of Latent Spreaders PDF
Maggie Makar, John Guttag, Jenna Wiens
Ranking Users in Social Networks With Higher-Order Structures PDF
Huan Zhao, Xiaogang Xu, Yangqiu Song, Dik Lun Lee, Zhao Chen, Han Gao

AAAI18 - Artificial Intelligence and the Web

VSE-ens: Visual-Semantic Embeddings with Efficient Negative Sampling PDF
Guibing Guo, Songlin Zhai, Fajie Yuan, Yuan Liu, Xingwei Wang
Partial Multi-View Outlier Detection Based on Collective Learning PDF
Jun Guo, Wenwu Zhu
Social Recommendation with an Essential Preference Space PDF
Chun-Yi Liu, Chuan Zhou, Jia Wu, Yue Hu, Li Guo
Binary Generative Adversarial Networks for Image Retrieval PDF
Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic, Heng Tao Shen
Deep Region Hashing for Generic Instance Search from Images PDF
Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Heng Tao Shen
Towards Efficient Detection of Overlapping Communities in Massive Networks PDF
Bing-Jie Sun, Huawei Shen, Jinhua Gao, Wentao Ouyang, Xueqi Cheng
Multi-Facet Network Embedding: Beyond the General Solution of Detection and Representation PDF
Liang Yang, Yuanfang Guo, Xiaochun Cao

AAAI18 - Cognitive Systems

HAN: Hierarchical Association Network for Computing Semantic Relatedness PDF
Xiaolong Gong, Hao Xu, Linpeng Huang
The Structural Affinity Method for Solving the Raven's Progressive Matrices Test for Intelligence PDF
Snejana Shegheva, Ashok Goel

AAAI18 - Computational Sustainability and AI

Scalable Relaxations of Sparse Packing Constraints: Optimal Biocontrol in Predator-Prey Networks PDF
Johan Bjorck, Yiwei Bai, Xiaojian Wu, Yexiang Xue, Mark Whitmore, Carla Gomes
Dispatch Guided Allocation Optimization for Effective Emergency Response PDF
Supriyo Ghosh, Pradeep Varakantham
Multi-Entity Dependence Learning With Rich Context via Conditional Variational Auto-Encoder PDF
Luming Tang, Yexiang Xue, Di Chen, Carla P. Gomes
Efficiently Approximating the Pareto Frontier: Hydropower Dam Placement in the Amazon Basin PDF
Xiaojian Wu, Jonathan Gomes-Selman, Qinru Shi, Yexiang Xue, Roosevelt Garcia-Villacorta, Elizabeth Anderson, Suresh Sethi, Scott Steinschneider, Alexander Flecker, Carla Gomes

AAAI18 - Game Playing and Interactive Entertainment

Minesweeper with Limited Moves PDF
Serge Gaspers, Stefan Rümmele, Abdallah Saffidine, Kevin Tran
PVL: A Framework for Navigating the Precision-Variety Trade-Off in Automated Animation of Smiles PDF
Nicholas Sohre, Moses Adeagbo, Nathaniel Helwig, Sofia Lyford-Pike, Stephen J. Guy

AAAI18 - Game Theory and Economic Paradigms

Truthful and Near-Optimal Mechanisms for Welfare Maximization in Multi-Winner Elections PDF
Umang Bhaskar, Varsha Dani, Abheek Ghosh
Computational Results for Extensive-Form Adversarial Team Games PDF
Andrea Celli, Nicola Gatti
Computing the Strategy to Commit to in Polymatrix Games PDF
Giuseppe De Nittis, Alberto Marchesi, Nicola Gatti
The Complexity of Bribery in Network-Based Rating Systems PDF
Umberto Grandi, James Stewart, Paolo Turrini
Policy Learning for Continuous Space Security Games Using Neural Networks PDF
Nitin Kamra, Umang Gupta, Fei Fang, Yan Liu, Milind Tambe

AAAI18 - Heuristic Search and Optimization

Locality Preserving Projection Based on F-norm PDF
Xiangjie Hu, Yanfeng Sun, Junbin Gao, Yongli Hu, Baocai Yin
Disjunctive Program Synthesis: A Robust Approach to Programming by Example PDF
Mohammad Raza, Sumit Gulwani

AAAI18 - Human-AI Collaboration

Anchors: High-Precision Model-Agnostic Explanations PDF
Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin
Optimizing Interventions via Offline Policy Evaluation: Studies in Citizen Science PDF
Avi Segal, Kobi Gal, Ece Kamar, Eric Horvitz, Grant Miller

AAAI18 - Human Computation and Crowd Sourcing

Sentiment Analysis via Deep Hybrid Textual-Crowd Learning Model PDF
Kamran Ghasedi Dizaji, Heng Huang
A Voting-Based System for Ethical Decision Making PDF
Ritesh Noothigattu, Snehalkumar S. Gaikwad, Edmond Awad, Sohan Dsouza, Iyad Rahwan, Pradeep Ravikumar, Ariel D. Procaccia

AAAI18 - Humans and AI

State of the Art: Reproducibility in Artificial Intelligence PDF
Odd Erik Gundersen, Sigbjørn Kjensmo
WiFi-Based Human Identification via Convex Tensor Shapelet Learning PDF
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos

AAAI18 - Knowledge Representation and Reasoning

Towards a Unified Framework for Syntactic Inconsistency Measures PDF
Glauber De Bona, John Grant, Anthony Hunter, Sébastien Konieczny
Answering Regular Path Queries over SQ Ontologies PDF
Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Jean Christoph Jung
Behavior Is Everything: Towards Representing Concepts with Sensorimotor Contingencies PDF
Nicholas Hay, Michael Stark, Alexander Schlegel, Carter Wendelken, Dennis Park, Eric Purdy, Tom Silver, D. Scott Phoenix, Dileep George
Repairing Ontologies via Axiom Weakening PDF
Nicolas Troquard, Roberto Confalonieri, Pietro Galliani, Rafael Peñaloza, Daniele Porello, Oliver Kutz
Measuring Conditional Independence by Independent Residuals: Theoretical Results and Application in Causal Discovery PDF
Hao Zhang, Shuigeng Zhou, Jihong Guan

AAAI18 - Machine Learning Applications

The Geometric Block Model PDF
Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha
Group-Pair Convolutional Neural Networks for Multi-View Based 3D Object Retrieval PDF
Zan Gao, Deyu Wang, Xiangnan He, Hua Zhang
Dependence Guided Unsupervised Feature Selection PDF
Jun Guo, Wenwu Zhu
On Trivial Solution and High Correlation Problems in Deep Supervised Hashing PDF
Yuchen Guo, Xin Zhao, Guiguang Ding, Jungong Han
Energy-Efficient Automatic Train Driving by Learning Driving Patterns PDF
Jin Huang, Yue Gao, Sha Lu, Xibin Zhao, Yangdong Deng, Ming Gu
Semi-Supervised Biomedical Translation With Cycle Wasserstein Regression GANs PDF
Matthew B. A. McDermott, Tom Yan, Tristan Naumann, Nathan Hunt, Harini Suresh, Peter Szolovits, Marzyeh Ghassemi
A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns PDF
Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli
Mesh-Based Autoencoders for Localized Deformation Component Analysis PDF
Qingyang Tan, Lin Gao, Yu-Kun Lai, Jie Yang, Shihong Xia
Model-Free Iterative Temporal Appliance Discovery for Unsupervised Electricity Disaggregation PDF
Mark Valovage, Akshay Shekhawat, Maria Gini
GraphGAN: Graph Representation Learning With Generative Adversarial Nets PDF
Hongwei Wang, Jia Wang, Jialin Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Xing Xie, Minyi Guo
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction PDF
Huaxiu Yao, Fei Wu, Jintao Ke, Xianfeng Tang, Yitian Jia, Siyu Lu, Pinghua Gong, Jieping Ye, Zhenhui Li
Sequence-to-Point Learning With Neural Networks for Non-Intrusive Load Monitoring PDF
Chaoyun Zhang, Mingjun Zhong, Zongzuo Wang, Nigel Goddard, Charles Sutton
Unsupervised Representation Learning With Long-Term Dynamics for Skeleton Based Action Recognition PDF
Nenggan Zheng, Jun Wen, Risheng Liu, Liangqu Long, Jianhua Dai, Zhefeng Gong

AAAI18 - Machine Learning Methods

Online Learning for Structured Loss Spaces PDF
Siddharth Barman, Aditya Gopalan, Aadirupa Saha
Bayesian Robust Attributed Graph Clustering: Joint Learning of Partial Anomalies and Group Structure PDF
Aleksandar Bojchevski, Stephan Günnemann
AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training PDF
Chia-Yu Chen, Jungwook Choi, Daniel Brand, Ankur Agrawal, Wei Zhang, Kailash Gopalakrishnan
Automatic Parameter Tying: A New Approach for Regularized Parameter Learning in Markov Networks PDF
Li Chou, Pracheta Sahoo, Somdeb Sarkhel, Nicholas Ruozzi, Vibhav Gogate
Randomized Kernel Selection With Spectra of Multilevel Circulant Matrices PDF
Lizhong Ding, Shizhong Liao, Yong Liu, Peng Yang, Xin Gao
Learning Lexicographic Preference Trees From Positive Examples PDF
Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin
Lagrangian Constrained Community Detection PDF
Mohadeseh Ganji, James Bailey, Peter J. Stuckey
DID: Distributed Incremental Block Coordinate Descent for Nonnegative Matrix Factorization PDF
Tianxiang Gao, Chris Chu
Incomplete Label Multi-Task Ordinal Regression for Spatial Event Scale Forecasting PDF
Yuyang Gao, Liang Zhao
Learning Combinatory Categorial Grammars for Plan Recognition PDF
Christopher W. Geib, Pavan Kantharaju
Characterization of the Convex Łukasiewicz Fragment for Learning From Constraints PDF
Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini
Topic Modeling on Health Journals With Regularized Variational Inference PDF
Robert Giaquinto, Arindam Banerjee
Non-Discriminatory Machine Learning Through Convex Fairness Criteria PDF
Naman Goel, Mohammad Yaghini, Boi Faltings
Margin Based PU Learning PDF
Tieliang Gong, Guangtao Wang, Jieping Ye, Zongben Xu, Ming Lin
A Continuous Relaxation of Beam Search for End-to-End Training of Neural Sequence Models PDF
Kartik Goyal, Graham Neubig, Chris Dyer, Taylor Berg-Kirkpatrick
Human Guided Linear Regression With Feature-Level Constraints PDF
Aubrey Gress, Ian Davidson
Learning Predictive State Representations From Non-Uniform Sampling PDF
Yuri Grinberg, Hossein Aboutalebi, Melanie Lyman-Abramovitch, Borja Balle, Doina Precup
Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models PDF
Aditya Grover, Manik Dhar, Stefano Ermon
Boosted Generative Models PDF
Aditya Grover, Stefano Ermon
Asynchronous Doubly Stochastic Sparse Kernel Learning PDF
Bin Gu, Miao Xin, Zhouyuan Huo, Heng Huang
Inexact Proximal Gradient Methods for Non-Convex and Non-Smooth Optimization PDF
Bin Gu, De Wang, Zhouyuan Huo, Heng Huang
An Euclidean Distance Based on Tensor Product Graph Diffusion Related Attribute Value Embedding for Nominal Data Clustering PDF
Lei Gu, Ningning Zhou, Yang Zhao
Who Said What: Modeling Individual Labelers Improves Classification PDF
Melody Y. Guan, Varun Gulshan, Andrew M. Dai, Geoffrey E. Hinton
Nonparametric Stochastic Contextual Bandits PDF
Melody Y. Guan, Heinrich Jiang
A General Formulation for Safely Exploiting Weakly Supervised Data PDF
Lan-Zhe Guo, Yu-Feng Li
Double Forward Propagation for Memorized Batch Normalization PDF
Yong Guo, Qingyao Wu, Chaorui Deng, Jian Chen, Mingkui Tan
Reinforced Multi-Label Image Classification by Exploring Curriculum PDF
Shiyi He, Chang Xu, Tianyu Guo, Chao Xu, Dacheng Tao
An Efficient, Expressive and Local Minima-Free Method for Learning Controlled Dynamical Systems PDF
Ahmed Hefny, Carlton Downey, Geoffrey Gordon
Deep Q-learning From Demonstrations PDF
Todd Hester, Matej Vecerik, Olivier Pietquin, Marc Lanctot, Tom Schaul, Bilal Piot, Dan Horgan, John Quan, Andrew Sendonaris, Ian Osband, Gabriel Dulac-Arnold, John Agapiou, Joel Z. Leibo, Audrunas Gruslys
Accelerated Method for Stochastic Composition Optimization With Nonsmooth Regularization PDF
Zhouyuan Huo, Bin Gu, Ji Liu, Heng Huang
Domain Generalization via Conditional Invariant Representations PDF
Ya Li, Mingming Gong, Xinmei Tian, Tongliang Liu, Dacheng Tao
Robust Formulation for PCA: Avoiding Mean Calculation With L2,p-norm Maximization PDF
Shuangli Liao, Jin Li, Yang Liu, Quanxue Gao, Xinbo Gao
Nonlinear Pairwise Layer and Its Training for Kernel Learning PDF
Fanghui Liu, Xiaolin Huang, Chen Gong, Jie Yang, Li Li
Euler Sparse Representation for Image Classification PDF
Yang Liu, Quanxue Gao, Jungong Han, Shujian Wang
Learning Multi-Way Relations via Tensor Decomposition With Neural Networks PDF
Koji Maruhashi, Masaru Todoriki, Takuya Ohwa, Keisuke Goto, Yu Hasegawa, Hiroya Inakoshi, Hirokazu Anai
Dynamic Determinantal Point Processes PDF
Takayuki Osogami, Rudy Raymond, Akshay Goel, Tomoyuki Shirai, Takanori Maehara
Reduced-Rank Linear Dynamical Systems PDF
Qi She, Yuan Gao, Kai Xu, Rosa H. M. Chan
On Multi-Relational Link Prediction With Bilinear Models PDF
Yanjie Wang, Rainer Gemulla, Hui Li
Cooperative Learning of Energy-Based Model and Latent Variable Model via MCMC Teaching PDF
Jianwen Xie, Yang Lu, Ruiqi Gao, Ying Nian Wu
EMD Metric Learning PDF
Zizhao Zhang, Yubo Zhang, Xibin Zhao, Yue Gao
Distant-Supervision of Heterogeneous Multitask Learning for Social Event Forecasting With Multilingual Indicators PDF
Liang Zhao, Junxiang Wang, Xiaojie Guo
Substructure Assembling Network for Graph Classification PDF
Xiaohan Zhao, Bo Zong, Ziyu Guan, Kai Zhang, Wei Zhao
Hypergraph Learning With Cost Interval Optimization PDF
Xibin Zhao, Nan Wang, Heyuan Shi, Hai Wan, Jin Huang, Yue Gao
ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation PDF
Chang Zhou, Jinze Bai, Junshuai Song, Xiaofei Liu, Zhengchao Zhao, Xiusi Chen, Jun Gao
Rocket Launching: A Universal and Efficient Framework for Training Well-Performing Light Net PDF
Guorui Zhou, Ying Fan, Runpeng Cui, Weijie Bian, Xiaoqiang Zhu, Kun Gai
SC2Net: Sparse LSTMs for Sparse Coding PDF
Joey Tianyi Zhou, Kai Di, Jiawei Du, Xi Peng, Hao Yang, Sinno Jialin Pan, Ivor W. Tsang, Yong Liu, Zheng Qin, Rick Siow Mong Goh
Non-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis PDF
Yuxun Zhou, Han Zou, Reza Arghandeh, Weixi Gu, Costas J. Spanos
A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling PDF
Wanzheng Zhu, Chao Zhang, Shuochao Yao, Xiaobin Gao, Jiawei Han

AAAI18 - Multiagent Systems

Knowledge, Fairness, and Social Constraints PDF
Haris Aziz, Sylvain Bouveret, Ioannis Caragiannis, Ira Giagkousi, Jérôme Lang

AAAI18 - NLP and Knowledge Representation

Effective Broad-Coverage Deep Parsing PDF
James F. Allen, Omid Bahkshandeh, William de Beaumont, Lucian Galescu, Choh Man Teng
Knowledge Graph Embedding With Iterative Guidance From Soft Rules PDF
Shu Guo, Quan Wang, Lihong Wang, Bin Wang, Li Guo
280 Birds With One Stone: Inducing Multilingual Taxonomies From Wikipedia Using Character-Level Classification PDF
Amit Gupta, Rémi Lebret, Hamza Harkous, Karl Aberer
FEEL: Featured Event Embedding Learning PDF
I-Ta Lee, Dan Goldwasser
Actionable Email Intent Modeling With Reparametrized RNNs PDF
Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Patrick Pantel
AMR Parsing With Cache Transition Systems PDF
Xiaochang Peng, Daniel Gildea, Giorgio Satta
Translating Pro-Drop Languages With Reconstruction Models PDF
Longyue Wang, Zhaopeng Tu, Shuming Shi, Tong Zhang, Yvette Graham, Qun Liu

AAAI18 - NLP and Machine Learning

A Knowledge-Grounded Neural Conversation Model PDF
Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Wen-tau Yih, Michel Galley
Learning to Predict Readability Using Eye-Movement Data From Natives and Learners PDF
Ana V. González-Garduño, Anders Søgaard
Neural Machine Translation with Gumbel-Greedy Decoding PDF
Jiatao Gu, Daniel Jiwoong Im, Victor O.K. Li
Search Engine Guided Neural Machine Translation PDF
Jiatao Gu, Yong Wang, Kyunghyun Cho, Victor O.K. Li
Long Text Generation via Adversarial Training with Leaked Information PDF
Jiaxian Guo, Sidi Lu, Han Cai, Weinan Zhang, Yong Yu, Jun Wang
A Deep Generative Framework for Paraphrase Generation PDF
Ankush Gupta, Arvind Agarwal, Prawaan Singh, Piyush Rai
Efficient Large-Scale Multi-Modal Classification PDF
Douwe Kiela, Edouard Grave, Armand Joulin, Tomas Mikolov
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems PDF
Zachary Lipton, Xiujun Li, Jianfeng Gao, Lihong Li, Faisal Ahmed, Li Deng
Empower Sequence Labeling with Task-Aware Neural Language Model PDF
Liyuan Liu, Jingbo Shang, Xiang Ren, Frank Fangzheng Xu, Huan Gui, Jian Peng, Jiawei Han
Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence PDF
Qian Liu, Heyan Huang, Guangquan Zhang, Yang Gao, Junyu Xuan, Jie Lu
Improving Language Modelling with Noise Contrastive Estimation PDF
Farhana Ferdousi Liza, Marek Grzes
Fact Checking in Community Forums PDF
Tsvetomila Mihaylova, Preslav Nakov, Lluís Màrquez, Alberto Barrón-Cedeño, Mitra Mohtarami, Georgi Karadzhov, James Glass
Context Aware Conversational Understanding for Intelligent Agents With a Screen PDF
Vishal Ishwar Naik, Angeliki Metallinou, Rahul Goel
Unity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization PDF
Abhishek Kumar Singh, Manish Gupta, Vasudeva Varma
MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning PDF
Lei Wang, Dongxiang Zhang, Lianli Gao, Jingkuan Song, Long Guo, Heng Tao Shen
A Neural Transition-Based Approach for Semantic Dependency Graph Parsing PDF
Yuxuan Wang, Wanxiang Che, Jiang Guo, Ting Liu
Learning Multi-Modal Word Representation Grounded in Visual Context PDF
Éloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari
CoLink: An Unsupervised Framework for User Identity Linkage PDF
Zexuan Zhong, Yong Cao, Yong Cao, Mu Guo, Mu Guo, Zaiqing Nie, Zaiqing Nie

AAAI18 - NLP and Text Mining

Graph Convolutional Networks With Argument-Aware Pooling for Event Detection PDF
Thien Huu Nguyen, Ralph Grishman
R3: Reinforced Ranker-Reader for Open-Domain Question Answering PDF
Shuohang Wang, Mo Yu, Xiaoxiao Guo, Zhiguo Wang, Tim Klinger, Wei Zhang, Shiyu Chang, Gerry Tesauro, Bowen Zhou, Jing Jiang

AAAI18 - Planning and Scheduling

Planning With Pixels in (Almost) Real Time PDF
Wilmer Bandres, Blai Bonet, Hector Geffner
Expressive Real-Time Intersection Scheduling PDF
Rick Goldstein, Stephen F. Smith
Planning and Learning for Decentralized MDPs With Event Driven Rewards PDF
Tarun Gupta, Akshat Kumar, Praveen Paruchuri
On the Relationship Between State-Dependent Action Costs and Conditional Effects in Planning PDF
Robert Mattmüller, Florian Geißer, Benedict Wright, Bernhard Nebel
Generalized Value Iteration Networks:Life Beyond Lattices PDF
Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovačević

AAAI18 - Reasoning under Uncertainty

Optimal Approximation of Random Variables for Estimating the Probability of Meeting a Plan Deadline PDF
Liat Cohen, Tal Grinshpoun, Gera Weiss
Lifted Generalized Dual Decomposition PDF
Nicholas Gallo, Alexander Ihler

AAAI18 - Robotics

Improved Results for Minimum Constraint Removal PDF
Eduard Eiben, Jonathan Gemmell, Iyad Kanj, Andrew Youngdahl
Iterative Continuous Convolution for 3D Template Matching and Global Localization PDF
Vitor Guizilini, Fabio Ramos

AAAI18 - Search and Constraint Satisfaction

Sweep-Based Propagation for String Constraint Solving PDF
Roberto Amadini, Graeme Gange, Peter J. Stuckey
A SAT+CAS Method for Enumerating Williamson Matrices of Even Order PDF
Curtis Bright, Ilias Kotsireas, Vijay Ganesh

AAAI18 - Vision

Asymmetric Joint Learning for Heterogeneous Face Recognition PDF
Bing Cao, Nannan Wang, Xinbo Gao, Jie Li
Unravelling Robustness of Deep Learning Based Face Recognition Against Adversarial Attacks PDF
Gaurav Goswami, Nalini Ratha, Akshay Agarwal, Richa Singh, Mayank Vatsa
Stack-Captioning: Coarse-to-Fine Learning for Image Captioning PDF
Jiuxiang Gu, Jianfei Cai, Gang Wang, Tsuhan Chen
Hierarchical LSTM for Sign Language Translation PDF
Dan Guo, Wengang Zhou, Houqiang Li, Meng Wang
Learning Coarse-to-Fine Structured Feature Embedding for Vehicle Re-Identification PDF
Haiyun Guo, Chaoyang Zhao, Zhiwei Liu, Jinqiao Wang, Hanqing Lu
Residual Encoder Decoder Network and Adaptive Prior for Face Parsing PDF
Tianchu Guo, Youngsung Kim, Hui Zhang, Deheng Qian, ByungIn Yoo, Jingtao Xu, Dongqing Zou, Jae-Joon Han, Changkyu Choi
Zero-Shot Learning With Attribute Selection PDF
Yuchen Guo, Guiguang Ding, Jungong Han, Sheng Tang
CMCGAN: A Uniform Framework for Cross-Modal Visual-Audio Mutual Generation PDF
Wangli Hao, Zhaoxiang Zhang, He Guan
Integrating Both Visual and Audio Cues for Enhanced Video Caption PDF
Wangli Hao, Zhaoxiang Zhang, He Guan
SAP: Self-Adaptive Proposal Model for Temporal Action Detection Based on Reinforcement Learning PDF
Jingjia Huang, Nannan Li, Tao Zhang, Ge Li, Tiejun Huang, Wen Gao
Deep Low-Resolution Person Re-Identification PDF
Jiening Jiao, Wei-Shi Zheng, Ancong Wu, Xiatian Zhu, Shaogang Gong
Action Prediction From Videos via Memorizing Hard-to-Predict Samples PDF
Yu Kong, Shangqian Gao, Bin Sun, Yun Fu
Visual Relationship Detection With Deep Structural Ranking PDF
Kongming Liang, Yuhong Guo, Hong Chang, Xilin Chen
T-C3D: Temporal Convolutional 3D Network for Real-Time Action Recognition PDF
Kun Liu, Wu Liu, Chuang Gan, Mingkui Tan, Huadong Ma
SqueezedText: A Real-Time Scene Text Recognition by Binary Convolutional Encoder-Decoder Network PDF
Zichuan Liu, Yixing Li, Fengbo Ren, Wang Ling Goh, Hao Yu
Multimodal Keyless Attention Fusion for Video Classification PDF
Xiang Long, Chuang Gan, Gerard de Melo, Xiao Liu, Yandong Li, Fu Li, Shilei Wen
Weakly Supervised Collective Feature Learning From Curated Media PDF
Yusuke Mukuta, Akisato Kimura, David B. Adrian, Zoubin Ghahramani
Adaptive Feature Abstraction for Translating Video to Text PDF
Yunchen Pu, Martin Renqiang Min, Zhe Gan, Lawrence Carin
Multi-Scale Bidirectional FCN for Object Skeleton Extraction PDF
Fan Yang, Xin Li, Hong Cheng, Yuxiao Guo, Leiting Chen, Jianping Li
Co-Saliency Detection Within a Single Image PDF
Hongkai Yu, Kang Zheng, Jianwu Fang, Hao Guo, Wei Feng, Song Wang
Face Sketch Synthesis From Coarse to Fine PDF
Mingjin Zhang, Nannan Wang, Yunsong Li, Ruxin Wang, Xinbo Gao

IAAI18 - Deployed

Secure and Automated Enterprise Revenue Forecasting PDF
Jocelyn Barker, Amita Gajewar, Konstantin Golyaev, Gagan Bansal, Matt Conners
Sketch Worksheets in STEM Classrooms: Two Deployments PDF
Kenneth D. Forbus, Bridget Garnier, Basil Tikoff, Wayne Marko, Madeline Usher, Matthew McLure
Hi, How Can I Help You?: Automating Enterprise IT Support Help Desks PDF
Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan

IAAI18 - Emerging

InspireMe: Learning Sequence Models for Stories PDF
Vincent Fortuin, Romann M. Weber, Sasha Schriber, Diana Wotruba, Markus Gross
Assessing National Development Plans for Alignment With Sustainable Development Goals via Semantic Search PDF
Jonathan Galsurkar, Moninder Singh, Lingfei Wu, Aditya Vempaty, Mikhail Sushkov, Devika Iyer, Serge Kapto, Kush R. Varshney
Classification of Malware by Using Structural Entropy on Convolutional Neural Networks PDF
Daniel Gibert, Carles Mateu, Jordi Planes, Ramon Vicens
Discovering Program Topoi Through Clustering PDF
Carlo Ieva, Arnaud Gotlieb, Souhila Kaci, Nadjib Lazaar
Learning to Become an Expert: Deep Networks Applied to Super-Resolution Microscopy PDF
Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal
Computer-Assisted Authoring for Natural Language Story Scripts PDF
Rushit Sanghrajka, Wojciech Witoń, Sasha Schriber, Markus Gross, Mubbasir Kapadia
VoC-DL: Revisiting Voice Of Customer Using Deep Learning PDF
Susheel Suresh, Guru Rajan T S, Vipin Gopinath
DarkEmbed: Exploit Prediction With Neural Language Models PDF
Nazgol Tavabi, Palash Goyal, Mohammed Almukaynizi, Paulo Shakarian, Kristina Lerman
Mars Target Encyclopedia: Rock and Soil Composition Extracted From the Literature PDF
Kiri L. Wagstaff, Raymond Francis, Thamme Gowda, You Lu, Ellen Riloff, Karanjeet Singh, Nina L. Lanza
Deep Mars: CNN Classification of Mars Imagery for the PDS Imaging Atlas PDF
Kiri L. Wagstaff, You Lu, Alice Stanboli, Kevin Grimes, Thamme Gowda, Jordan Padams

EAAI18 - Full Papers

Dropout Model Evaluation in MOOCs PDF
Joshua Gardner, Christopher Brooks
Investigating Active Learning for Concept Prerequisite Learning PDF
Chen Liang, Jianbo Ye, Shuting Wang, Bart Pursel, C. Lee Giles

EAAI18 - Poster Papers

Introducing Machine Learning Concepts by Training a Neural Network to Recognize Hand Gestures PDF
Alessandro Giusti, David Huber, Luca M. Gambardella
Mighty Thymio for University-Level Educational Robotics PDF
Jérôme Guzzi, Alessandro Giusti, Gianni A. Di Caro, Luca Maria Gambardella

EAAI18 - Model AI Assignments

Model AI Assignments 2018 PDF
Todd W. Neller, Zack Butler, Nate Derbinsky, Heidi Furey, Fred Martin, Michael Guerzhoy, Ariel Anders, Joshua Eckroth

Doctoral Consortium

Spatio-Temporal Model for Wildlife Poaching Prediction Evaluated Through a Controlled Field Test in Uganda PDF
Shahrzad Gholami
Reasonableness Monitors PDF
Leilani H. Gilpin

Student Abstracts

Training Autoencoders in Sparse Domain PDF
Biswarup Bhattacharya, Arna Ghosh, Somnath Basu Roy Chowdhury
Learning to Detect Pointing Gestures From Wearable IMUs PDF
Denis Broggini, Boris Gromov, Alessandro Giusti, Luca Maria Gambardella
A Framework for Evaluating Barriers to the Democratization of Artificial Intelligence PDF
Colin Garvey
AdGAP: Advanced Global Average Pooling PDF
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
NuMWVC: A Novel Local Search for Minimum Weighted Vertex Cover Problem PDF
Ruizhi Li, Shaowei Cai, Shuli Hu, Minghao Yin, Jian Gao
Semantic Understanding for Contextual In-Video Advertising PDF
Rishi Madhok, Shashank Mujumdar, Nitin Gupta, Sameep Mehta
Rating Super-Resolution Microscopy Images With Deep Learning PDF
Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal
Personalized Human Activity Recognition Using Convolutional Neural Networks PDF
Seyed Ali Rokni, Marjan Nourollahi, Hassan Ghasemzadeh
Different Cycle, Different Assignment: Diversity in Assignment Problems With Multiple Cycles PDF
Helge Spieker, Arnaud Gotlieb, Morten Mossige
Deep Embedding for Determining the Number of Clusters PDF
Yiqi Wang, Zhan Shi, Xifeng Guo, Xinwang Liu, En Zhu, Jianping Yin
Fast Approximate Nearest Neighbor Search via k-Diverse Nearest Neighbor Graph PDF
Yan Xiao, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng

Demonstrations

Interactive Machine Learning at Scale With CHISSL PDF
Dustin Arendt, Emily Grace, Svitlana Volkova
Lookine: Let the Blind Hear a Smile PDF
Yaohua Bu, Jia Jia, Yuhan Tang, Xuan Zang, Tianyu Gao
A Unified Implicit Dialog Framework for Conversational Commerce PDF
Song Feng, R. Chulaka Gunasekara, Sunil Shashidhara, Kshitij P. Fadnis, Lazaros C. Polymenakos
Agent Assist: Automating Enterprise IT Support Help Desks PDF
Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan
Democratization of Deep Learning Using DARVIZ PDF
Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani, Akshay Sethi, Rahul Aralikatte, Neelamadhav Gantayat
Learning an Image-based Obstacle Detector With Automatic Acquisition of Training Data PDF
Stefano Toniolo, Jérôme Guzzi, Luca Maria Gambardella, Alessandro Giusti


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