International Joint Conference on Artificial Intelligence 2019: all accepted papers
- Taming the Noisy Gradient: Train Deep Neural Networks with Small Batch Sizes ↗Yikai Zhang, Hui Yan Qu, Chao Chen et al.11 citations
- Zero-shot Metric Learning ↗Xinyi Xu, Huanhuan Cao, Yanhua Yang et al.11 citations
- A Part Power Set Model for Scale-Free Person Retrieval ↗Yunhang Shen, Rongrong Ji, Xiaopeng Hong et al.10 citations
- ACTA A Tool for Argumentative Clinical Trial Analysis ↗Tobias Mayer, Elena Cabrio, Serena Villata10 citations
- Aggregating Incomplete Pairwise Preferences by Weight ↗Zoi Terzopoulou, Ulle Endriss10 citations
- Approximate Manifold Regularization: Scalable Algorithm and Generalization Analysis ↗Jian Li, Yong Liu, Rong Yin et al.10 citations
- Capturing Spatial and Temporal Patterns for Facial Landmark Tracking through Adversarial Learning ↗Shi Wei Yin, Shangfei Wang, Guozhu Peng et al.10 citations
- Deep Reinforcement Learning for Ride-sharing Dispatching and Repositioning ↗Zhiwei Tony Qin, Xiaocheng Tang, Yan Jiao et al.10 citations
- Differentiable Physics and Stable Modes for Tool-Use and Manipulation Planning - Extended Abtract ↗Marc Toussaint, Kelsey R. Allen, Kevin A. Smith et al.10 citations
- Extrapolating Paths with Graph Neural Networks ↗Jean-Baptiste Cordonnier, Andreas Loukas10 citations
- Fair Online Allocation of Perishable Goods and its Application to Electric Vehicle Charging ↗Enrico Gerding, Alvaro Perez‐Diaz, Haris Aziz et al.10 citations
- Feature Prioritization and Regularization Improve Standard Accuracy and Adversarial Robustness ↗Chihuang Liu, Joseph F. JáJá10 citations
- Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning ↗Saullo Haniell Galvão de Oliveira, André Ricardo Gonçalves, Fernando José Von Zuben10 citations
- Heuristic Search for Homology Localization Problem and Its Application in Cardiac Trabeculae Reconstruction ↗Xudong Zhang, Pengxiang Wu, Changhe Yuan et al.10 citations
- Image Captioning with Compositional Neural Module Networks ↗Junjiao Tian, Jean Oh10 citations
- Interactive Teaching Algorithms for Inverse Reinforcement Learning ↗Parameswaran Kamalaruban, Rati Devidze, Volkan Cevher et al.10 citations
- Marginal Posterior Sampling for Slate Bandits ↗Maria Dimakopoulou, Nikos A. Vlassis, Tony Jebara10 citations
- Mutually Reinforced Spatio-Temporal Convolutional Tube for Human Action Recognition ↗Haoze Wu, Jiawei Liu, Zheng-Jun Zha et al.10 citations
- Observations on Darwiche and Pearl's Approach for Iterated Belief Revision ↗Theofanis I. Aravanis, Pavlos Peppas, Mary‐Anne Williams10 citations
- Perception-Aware Point-Based Value Iteration for Partially Observable Markov Decision Processes ↗Mahsa Ghasemi, Ufuk Topcu10 citations
- Privacy-aware Synthesizing for Crowdsourced Data ↗Mengdi Huai, Di Wang, Chenglin Miao et al.10 citations
- Refining Word Representations by Manifold Learning ↗Yonghe Chu, Hongfei Lin, Liang Yang et al.10 citations
- Regular Decision Processes: A Model for Non-Markovian Domains ↗Ronen I. Brafman, Giuseppe De Giacomo10 citations
- Relation Extraction Using Supervision from Topic Knowledge of Relation Labels ↗Haiyun Jiang, Li Cui, Zhe Xu et al.10 citations
- Robustra: Training Provable Robust Neural Networks over Reference Adversarial Space ↗Linyi Li, Zexuan Zhong, Bo Li et al.10 citations
- Scalable Semi-Supervised SVM via Triply Stochastic Gradients ↗Xiang Geng, Bin Gu, Xiang Li et al.10 citations
- A Mobile Application for Sound Event Detection ↗Yingwei Fu, Kele Xu, Haibo Mi et al.9 citations
- Acquiring Integer Programs from Data ↗Mohit Kumar, Stefano Teso, Luc De Raedt9 citations
- Affine Equivariant Autoencoder ↗Xifeng Guo, En Zhu, Xinwang Liu et al.9 citations
- An End-to-End Community Detection Model: Integrating LDA into Markov Random Field via Factor Graph ↗Dongxiao He, Wenze Song, Di Jin et al.9 citations
- Assumed Density Filtering Q-learning ↗Heejin Jeong, Clark Zhang, George J. Pappas et al.9 citations
- Automated Negotiation with Gaussian Process-based Utility Models ↗Haralambie Leahu, Michael Kaisers, Tim Baarslag9 citations
- Automatic Successive Reinforcement Learning with Multiple Auxiliary Rewards ↗Zhaoyang Fu, De‐Chuan Zhan, Xinchun Li et al.9 citations
- Bayesian Parameter Estimation for Nonlinear Dynamics Using Sensitivity Analysis ↗Yi Chou, Sriram Sankaranarayanan9 citations
- Cascaded Algorithm-Selection and Hyper-Parameter Optimization with Extreme-Region Upper Confidence Bound Bandit ↗Yi-Qi Hu, Yang Yu, Junda Liao9 citations
- Efficient Protocol for Collaborative Dictionary Learning in Decentralized Networks ↗Tsuyoshi Idé, Rudy Raymond, Dzung T. Phan9 citations
- Generalized Zero-Shot Vehicle Detection in Remote Sensing Imagery via Coarse-to-Fine Framework ↗Hong Chen, Yongtan Luo, Liujuan Cao et al.9 citations
- Getting in Shape: Word Embedding SubSpaces ↗Tianyuan Zhou, João Sedoc, Jordan S. Rodu9 citations
- Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control ↗Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou9 citations
- Learning Generative Adversarial Networks from Multiple Data Sources ↗Trung Le, Quan Hoang, Hung Thanh Vu et al.9 citations
- Learning Image-Specific Attributes by Hyperbolic Neighborhood Graph Propagation ↗Xiaofeng Xu, Ivor Wai-Hung Tsang, Xiaofeng Cao et al.9 citations
- Learning and Inference for Structured Prediction: A Unifying Perspective ↗Aryan Deshwal, Janardhan Rao Doppa, Dan Roth9 citations
- Learning to Draw Text in Natural Images with Conditional Adversarial Networks ↗Shancheng Fang, Hongtao Xie, Jianjun Chen et al.9 citations
- Mindful Active Learning ↗Zhila Esna Ashari, Hassan G Ghasemzadeh9 citations
- On Computational Tractability for Rational Verification ↗Julián Gutiérrez, Muhammad Sharfi Najib, Giuseppe Perelli et al.9 citations
- On Privacy Protection of Latent Dirichlet Allocation Model Training ↗Fangyuan Zhao, Xuebin Ren, Shusen Yang et al.9 citations
- Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks ↗Taoran Ji, Zhiqian Chen, Nathan Self et al.9 citations
- Polygon-Net: A General Framework for Jointly Boosting Multiple Unsupervised Neural Machine Translation Models ↗Chang Jie Xu, Tao Qin, Gang Wang et al.9 citations
- Recurrent Generative Networks for Multi-Resolution Satellite Data: An Application in Cropland Monitoring ↗Xiaowei Jia, Mengdie Wang, Ankush Khandelwal et al.9 citations
- Ridesharing with Driver Location Preferences ↗Duncan Rheingans-Yoo, Scott Duke Kominers, Hongyao Ma et al.9 citations
- Stable and Envy-free Partitions in Hedonic Games ↗Nathanaël Barrot, Makoto Yokoo9 citations
- The Glass Box Approach: Verifying Contextual Adherence to Values ↗Andrea Aler Tubella, Virginia Dignum9 citations
- Unsupervised Learning of Monocular Depth and Ego-Motion using Conditional PatchGANs ↗Madhu Babu Vankadari, Swagat Kumar, Anima Majumder et al.9 citations
- A Probabilistic Logic for Resource-Bounded Multi-Agent Systems ↗Hoang Nga Nguyen, Abdur Rakib8 citations
- ATSIS: Achieving the Ad hoc Teamwork by Sub-task Inference and Selection ↗Shuo Chen, Ewa Andrejczuk, Athirai A. Irissappane et al.8 citations
- Accelerated Incremental Gradient Descent using Momentum Acceleration with Scaling Factor ↗Yuanyuan Liu, Fanhua Shang, Licheng Jiao8 citations
- An Actor-Critic-Attention Mechanism for Deep Reinforcement Learning in Multi-view Environments ↗Elaheh Barati, Xuewen Chen8 citations
- An Evolution Strategy with Progressive Episode Lengths for Playing Games ↗Lior Fuks, Noor H. Awad, Frank Hutter et al.8 citations
- Cold-Start Aware Deep Memory Network for Multi-Entity Aspect-Based Sentiment Analysis ↗Kaisong Song, Wei Guang Gao, Lujun Zhao et al.8 citations
- Comparing Options with Argument Schemes Powered by Cancellation ↗Khaled Belahcène, Christophe Labreuche, Nicolas Maudet B et al.8 citations
- Do You Need Infinite Time? ↗Alessandro Artale, Andrea Mazzullo, Ana Ozaki8 citations
- Embodied Conversational AI Agents in a Multi-modal Multi-agent Competitive Dialogue ↗Rahul R. Divekar, Xiangyang Mou, Lisha Chen et al.8 citations
- Generative Visual Dialogue System via Weighted Likelihood Estimation ↗Heming Zhang, Shalini Ghosh, Larry P. Heck et al.8 citations
- Hill Climbing on Value Estimates for Search-control in Dyna ↗Yangchen Pan, Hengshuai Yao, Amir‐massoud Farahmand et al.8 citations
- Learning Task-Specific Representation for Novel Words in Sequence Labeling ↗Minlong Peng, Qi Zhang, Xiaoyu Xing et al.8 citations
- Meta-Interpretive Learning Using HEX-Programs ↗Tobias Kaminski, Thomas Eiter, Katsumi Inoue8 citations
- Multigoal Committee Selection ↗Maciej Kocot, Anna Magdalena Kolonko, Edith Elkind et al.8 citations
- Multiple Policy Value Monte Carlo Tree Search ↗Li-Cheng Lan, Wei Li, Ting-Han Wei et al.8 citations
- On Retrospecting Human Dynamics with Attention ↗Minjing Dong, Chang Xu8 citations
- Play and Prune: Adaptive Filter Pruning for Deep Model Compression ↗Pravendra Pratap Singh, Vinay Kumar Verma, Piyush Rai et al.8 citations
- RLTM: An Efficient Neural IR Framework for Long Documents ↗Zheng Chen, Yu Sun, Shengxian Wan et al.8 citations
- Resolution and Domination: An Improved Exact MaxSAT Algorithm ↗Chao Xu, Wenjun Li, Yongjie Yang et al.8 citations
- Robustness against Agent Failure in Hedonic Games ↗Ayumi Igarashi, Kazunori Ota, Yuko Sakurai et al.8 citations
- Slam the Brakes: Perceptions of Moral Decisions in Driving Dilemmas ↗Holly Wilson, Andreas A. Theodorou8 citations
- Solving the Satisfiability Problem of Modal Logic S5 Guided by Graph Coloring ↗Pei Wen Huang, Minghao Liu, Ping Wang et al.8 citations
- Thompson Sampling on Symmetric Alpha-Stable Bandits ↗Abhimanyu Dubey, Alex Pentland8 citations
- Three-Player Wasserstein GAN via Amortised Duality ↗Nhan Dam, Quan Hoang, Trung Le et al.8 citations
- Utilizing Non-Parallel Text for Style Transfer by Making Partial Comparisons ↗Di Yin, Shujian Huang, Xinyu Dai et al.8 citations
- Worst-Case Optimal Querying of Very Expressive Description Logics with Path Expressions and Succinct Counting ↗Bartosz Bednarczyk, Sebastian Rudolph8 citations
- A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning ↗Sebastijan Dumančić, Alberto García-Durán, Mathias Niepert7 citations
- A Quantitative Analysis Platform for PD-L1 Immunohistochemistry based on Point-level Supervision Model ↗Haibo Mi, Kele Xu, Yang Xiang et al.7 citations
- A Quantum-inspired Classical Algorithm for Separable Non-negative Matrix Factorization ↗Zhihuai Chen, Yinan Li, Xiaoming Sun et al.7 citations
- An ELMo-inspired approach to SemDeep-5’s Word-in-Context task ↗Alan Ansell, Felipe Bravo-Márquez, Bernhard Pfahringer7 citations
- Augmenting Transfer Learning with Semantic Reasoning ↗Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan et al.7 citations
- Civic Crowdfunding for Agents with Negative Valuations and Agents with Asymmetric Beliefs ↗Sankarshan Damle, Moin Hussain Moti, Praphul Chandra et al.7 citations
- DISPUTool — A tool for the Argumentative Analysis of Political Debates ↗Shohreh Haddadan, Elena Cabrio, Serena Villata7 citations
- Deep Multi-Task Learning with Adversarial-and-Cooperative Nets ↗Pei Yang, Qi Tan, Jieping Ye et al.7 citations
- Direction-Optimizing Breadth-First Search with External Memory Storage ↗Shuli Hu, Nathan Sturtevant7 citations
- Dual-View Variational Autoencoders for Semi-Supervised Text Matching ↗Zhongbin Xie, Shuai Ma7 citations
- Earliest-Completion Scheduling of Contract Algorithms with End Guarantees ↗Spyros Angelopoulos, Shendan Jin7 citations
- Early Discovery of Emerging Entities in Microblogs ↗Satoshi Akasaki, Naoki Yoshinaga, Masashi Toyoda7 citations
- Event Prediction in Complex Social Graphs using One-Dimensional Convolutional Neural Network ↗Bonaventure C. Molokwu7 citations
- Exploiting the Sign of the Advantage Function to Learn Deterministic Policies in Continuous Domains ↗Matthieu Zimmer, Paul Weng7 citations
- Guarantees for Sound Abstractions for Generalized Planning ↗Blai Bonet, Raquel Fuentetaja, Yolanda E-Martín et al.7 citations
- HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning ↗Shiyang Yan, Jun Xu, Yuai Liu et al.7 citations
- Indirect Trust is Simple to Establish ↗Elham Parhizkar, Mohammad Hossein Nikravan, Sandra Zilles7 citations
- Intelligent Agent for Assessing and Guiding Rehabilitation Exercises ↗Min Hun Lee7 citations
- Learning Multi-Objective Rewards and User Utility Function in Contextual Bandits for Personalized Ranking ↗Nirandika Wanigasekara, Yuxuan Liang, Siong Thye Goh et al.7 citations
- Learning to Detect Heavy Drinking Episodes Using Smartphone Accelerometer Data. ↗Jackson A. Killian, Kevin M. Passino, Arnab Nandi et al.7 citations
- Monte Carlo Tree Search for Policy Optimization ↗Xiaobai Ma, Katherine Driggs-Campbell, Zongzhang Zhang et al.7 citations
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