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# Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers

2,330 papers · page 19 of 24 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2021](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2021/)

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1801. **[A Universal 2-state n-action Adaptive Management Solver ↗](https://doi.org/10.1609/aaai.v35i17.17747)**Luz Valerie Pascal, Marianne Akian, Sam Nicol et al.*3 citations*
1802. **[ACAT-G: An Interactive Learning Framework for Assisted Response Generation ↗](https://doi.org/10.1609/aaai.v35i18.18019)**Xueyuan Lu, Saurav Sahay, Zhou Yu et al.*3 citations*
1803. **[AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment ↗](https://doi.org/10.1609/aaai.v35i11.17143)**Rei Sato, Jun Sakuma, Youhei Akimoto*3 citations*
1804. **[Alternative Baselines for Low-Shot 3D Medical Image Segmentation — An Atlas Perspective ↗](https://doi.org/10.1609/aaai.v35i1.16143)**Shuxin Wang, Shilei Cao, Dong Wei et al.*3 citations*
1805. **[Approximate Multiplication of Sparse Matrices with Limited Space ↗](https://doi.org/10.1609/aaai.v35i11.17207)**Yuanyu Wan, Lijun Zhang*3 citations*
1806. **[Attention Beam: An Image Captioning Approach (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17940)**Anubhav Shrimal, Tanmoy Chakraborty*3 citations*
1807. **[AuthNet: A Deep Learning Based Authentication Mechanism Using Temporal Facial Feature Movements (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17933)**Mohit Raghavendra, Pravan Omprakash, B R Mukesh*3 citations*
1808. **[Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks ↗](https://doi.org/10.1609/aaai.v35i11.17197)**Russell Tsuchida, Tim Pearce, Chris van der Heide et al.*3 citations*
1809. **[CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks ↗](https://doi.org/10.1609/aaai.v35i4.16433)**Qihang Yu, Yingwei Li, Jieru Mei et al.*3 citations*
1810. **[Capabilities in Heterogeneous Multi-Robot Systems ↗](https://doi.org/10.1609/aaai.v26i1.8184)**Jennifer Buehler*3 citations*
1811. **[Comprehension and Knowledge ↗](https://doi.org/10.1609/aaai.v35i13.17382)**Pavel Naumov, Kevin Ros*3 citations*
1812. **[Computing an Efficient Exploration Basis for Learning with Univariate Polynomial Features ↗](https://doi.org/10.1609/aaai.v35i8.16821)**Chaitanya Amballa, Manu Kumar Gupta, Sanjay P. Bhat*3 citations*
1813. **[Conservative and Greedy Approaches to Classification-Based Policy Iteration ↗](https://doi.org/10.1609/aaai.v26i1.8304)**Mohammad Ghavamzadeh, Alessandro Lazaric*3 citations*
1814. **[Context-Guided Adaptive Network for Efficient Human Pose Estimation ↗](https://doi.org/10.1609/aaai.v35i4.16463)**Lei Zhao, Jun Wen, Pengfei Wang et al.*3 citations*
1815. **[Contextual Conditional Reasoning ↗](https://doi.org/10.1609/aaai.v35i7.16777)**Giovanni Casini, Thomas Andreas Meyer, Ivan Jose ́ Varzinczak*3 citations*
1816. **[Dec-SGTS: Decentralized Sub-Goal Tree Search for Multi-Agent Coordination ↗](https://doi.org/10.1609/aaai.v35i13.17345)**Minglong Li, Zhongxuan Cai, Wenjing Yang et al.*3 citations*
1817. **[Deep Low-Contrast Image Enhancement using Structure Tensor Representation ↗](https://doi.org/10.1609/aaai.v35i2.16266)**Hyungjoo Jung, Hyunsung Jang, Namkoo Ha et al.*3 citations*
1818. **[Deep Partial Rank Aggregation for Personalized Attributes ↗](https://doi.org/10.1609/aaai.v35i1.16148)**Qianqian Xu, Zhiyong Yang, Zuyao Chen et al.*3 citations*
1819. **[Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning ↗](https://doi.org/10.1609/aaai.v35i17.17793)**Yuzhou Chen, Yuliya Marchetti, Yulia R. Gel*3 citations*
1820. **[Democratizing Constraint Satisfaction Problems through Machine Learning ↗](https://doi.org/10.1609/aaai.v35i18.18011)**Mohit Kumar, Samuel Kolb, Clément Gautrais et al.*3 citations*
1821. **[Detection and Prediction of Adverse and Anomalous Events in Medical Robots ↗](https://doi.org/10.1609/aaai.v27i2.18998)**Kai Liang, Feng Cao, Zhuofu Bai et al.*3 citations*
1822. **[Device Fabrication Knowledge Extraction from Materials Science Literature ↗](https://doi.org/10.1609/aaai.v35i17.17811)**Neelanshi Wadhwa, S Sarath, Sapan Shah et al.*3 citations*
1823. **[Discovering Constraints for Inductive Process Modeling ↗](https://doi.org/10.1609/aaai.v26i1.8152)**Ljupčo Todorovski, Will B. Bridewell, Pat Langley*3 citations*
1824. **[Disposable Linear Bandits for Online Recommendations ↗](https://doi.org/10.1609/aaai.v35i5.16540)**Melda Korkut, Andrew Li*3 citations*
1825. **[District-Fair Participatory Budgeting ↗](https://doi.org/10.1609/aaai.v35i6.16688)**D Ellis Hershkowitz, Anson Kahng, Dominik Peters et al.*3 citations*
1826. **[Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications ↗](https://doi.org/10.1609/aaai.v35i9.16970)**Taoran Ji, Nathan Self, Kaiqun Fu et al.*3 citations*
1827. **[ESO-MAPF: Bridging Discrete Planning and Continuous Execution in Multi-Agent Pathfinding ↗](https://doi.org/10.1609/aaai.v35i18.17997)**Ján Chudý, Pavel Surynek*3 citations*
1828. **[Empowering Conversational AI is a Trip to Mars: Progress and Future of Open Domain Human-Computer Dialogues ↗](https://doi.org/10.1609/aaai.v35i17.17771)**Rui Yan, Wei Wu*3 citations*
1829. **[Enhancing Balanced Graph Edge Partition with Effective Local Search ↗](https://doi.org/10.1609/aaai.v35i14.17464)**Zhenyu Guo, Mingyu Xiao, Yi Zhou et al.*3 citations*
1830. **[Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem ↗](https://doi.org/10.1609/aaai.v35i9.17012)**Bingcong Li, Lingda Wang, Georgios B. Giannakis et al.*3 citations*
1831. **[Evolutionary Game Theory Squared: Evolving Agents in Endogenously Evolving Zero-Sum Games ↗](https://doi.org/10.1609/aaai.v35i13.17352)**Stratis Skoulakis, Tanner Fiez, Ryann Sim et al.*3 citations*
1832. **[Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation ↗](https://doi.org/10.1609/aaai.v35i8.16845)**Bowen Cai, Huan Fu, Rongfei Jia et al.*3 citations*
1833. **[Fair and Efficient Allocations with Limited Demands ↗](https://doi.org/10.1609/aaai.v35i6.16706)**Sushirdeep Narayana, Ian A. Kash*3 citations*
1834. **[Faster and Better Simple Temporal Problems ↗](https://doi.org/10.1609/aaai.v35i13.17415)**Dario Ostuni, Alice Raffaele, Roméo Rizzi et al.*3 citations*
1835. **[Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction ↗](https://doi.org/10.1609/aaai.v35i11.17182)**Hongyao Tang, Zhaopeng Meng, Guangyong Chen et al.*3 citations*
1836. **[Functional Interactions Between Memory and Recognition Judgments ↗](https://doi.org/10.1609/aaai.v26i1.8150)**Justin Li, Nate Derbinsky, John E. Laird*3 citations*
1837. **[Gated Linear Networks ↗](https://doi.org/10.1609/aaai.v35i11.17202)**Joel Veness, Tor Lattimore, David Budden et al.*3 citations*
1838. **[Generating CCG Categories ↗](https://doi.org/10.1609/aaai.v35i15.17586)**Yufang Liu, Tao Ji, Yuanbin Wu et al.*3 citations*
1839. **[Generating Coherent Summaries with Textual Aspects ↗](https://doi.org/10.1609/aaai.v26i1.8345)**Renxian Zhang, Wenjie Li, Dehong Gao*3 citations*
1840. **[HetSAGE: Heterogenous Graph Neural Network for Relational Learning (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17898)**Vince Jankovics, Michael Garcia Ortiz, Eduardo Alonso*3 citations*
1841. **[How to Train Your Agent to Read and Write ↗](https://doi.org/10.1609/aaai.v35i15.17581)**Li Liu, Mengge He, Guanghui Xu et al.*3 citations*
1842. **[Improving Causal Inference by Increasing Model Expressiveness ↗](https://doi.org/10.1609/aaai.v35i17.17767)**David D. Jensen*3 citations*
1843. **[Incorporating Bidirection-Interactive Information and Semantic Features for Relational Facts Extraction (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17970)**Yang Yu, Guohua Wang, Haopeng Ren et al.*3 citations*
1844. **[Incorporating Computational Sustainability into AI Education through a Freely-Available, Collectively-Composed Supplementary Lab Text ↗](https://doi.org/10.1609/aaai.v26i3.18953)**Douglas Fisher, Bistra Dilkina, Eric Eaton et al.*3 citations*
1845. **[Infinite-Dimensional Fisher Markets: Equilibrium, Duality and Optimization ↗](https://doi.org/10.1609/aaai.v35i6.16684)**Yuan Gao, Christian Kroer*3 citations*
1846. **[Instrumental Variable-based Identification for Causal Effects using Covariate Information ↗](https://doi.org/10.1609/aaai.v35i13.17440)**Yuta Kawakami*3 citations*
1847. **[Interactive Video Object Mask Annotation ↗](https://doi.org/10.1609/aaai.v35i18.18014)**Trung-Nghia Le, Tam Nguyen, Quoc-Cuong Tran et al.*3 citations*
1848. **[Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines ↗](https://doi.org/10.1609/aaai.v35i15.17571)**Yangming Li, Kaisheng Yao*3 citations*
1849. **[Iterative Utterance Segmentation for Neural Semantic Parsing ↗](https://doi.org/10.1609/aaai.v35i14.17530)**Yinuo Guo, Zeqi Lin, Jian–Guang Lou et al.*3 citations*
1850. **[Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards ↗](https://doi.org/10.1609/aaai.v35i14.17484)**Rahul Aralikatte, Mostafa Abdou, Heather Lent et al.*3 citations*
1851. **[Knowledge-Guided Object Discovery with Acquired Deep Impressions ↗](https://doi.org/10.1609/aaai.v35i12.17290)**Jinyang Yuan, Bin Li, Xiangyang Xue*3 citations*
1852. **[Knowledge-driven Natural Language Understanding of English Text and its Applications](https://md.research.elamur.ai/free/en/papers/basu-2021-knowledge-driven-natural-language-understanding/)**Kinjal Basu, Sarat Chandra Varanasi, Farhad Shakerin et al.*3 citations · our summary*
1853. **[Learning Prediction Intervals for Model Performance ↗](https://doi.org/10.1609/aaai.v35i8.16897)**Benjamin Elder, Matthew Arnold, Anupama Murthi et al.*3 citations*
1854. **[Learning a Gradient-free Riemannian Optimizer on Tangent Spaces ↗](https://doi.org/10.1609/aaai.v35i8.16905)**Xiaomeng Fan, Zhi Feng Gao, Yuwei Wu et al.*3 citations*
1855. **[Learning from eXtreme Bandit Feedback ↗](https://doi.org/10.1609/aaai.v35i10.17058)**Romain Lopez, Inderjit S. Dhillon, Michael I. Jordan*3 citations*
1856. **[Learning the Kernel Matrix with Low-Rank Multiplicative Shaping ↗](https://doi.org/10.1609/aaai.v26i1.8306)**Tomer Levinboim, Fei Sha*3 citations*
1857. **[Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision ↗](https://doi.org/10.1609/aaai.v35i14.17492)**Faeze Brahman, Vered Shwartz, Rachel Rudinger et al.*3 citations*
1858. **[Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search ↗](https://doi.org/10.1609/aaai.v35i1.16100)**Li-Cheng Lan, Ti-Rong Wu, I‐Chen Wu et al.*3 citations*
1859. **[Minimax Regret Optimisation for Robust Planning in Uncertain Markov Decision Processes ↗](https://doi.org/10.1609/aaai.v35i13.17417)**Marc P. Rigter, Bruno Lacerda, Nick Hawes*3 citations*
1860. **[Mining Intelligent Patterns using SVAC for Precision Agriculture and Optimizing Irrigation (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17951)**Vishal Vinod, Vipul Gaurav, Tushar Sharma et al.*3 citations*
1861. **[MolGrow: A Graph Normalizing Flow for Hierarchical Molecular Generation ↗](https://doi.org/10.1609/aaai.v35i9.17001)**Maksim Kuznetsov, Daniil A. Polykovskiy*3 citations*
1862. **[Multi-Label Learning on Tensor Product Graph ↗](https://doi.org/10.1609/aaai.v26i1.8322)**Jonathan H. Jiang*3 citations*
1863. **[MultiTalk: A Highly-Branching Dialog Testbed for Diverse Conversations ↗](https://doi.org/10.1609/aaai.v35i14.17510)**Yao Dou, Maxwell Forbes, Ari Holtzman et al.*3 citations*
1864. **[Music-Inspired Texture Representation ↗](https://doi.org/10.1609/aaai.v26i1.8115)**Ben Horsburgh, Susan Craw, Stewart Massie*3 citations*
1865. **[Narrative Plan Generation with Self-Supervised Learning ↗](https://doi.org/10.1609/aaai.v35i7.16747)**Mihai Polceanu, Julie Porteous, Alan Lindsay et al.*3 citations*
1866. **[Neuro-Symbolic Techniques for Description Logic Reasoning (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17942)**Gunjan Singh, Sutapa Mondal, Sumit Bhatia et al.*3 citations*
1867. **[On Continuous Local BDD-Based Search for Hybrid SAT Solving ↗](https://doi.org/10.1609/aaai.v35i5.16502)**Anastasios Kyrillidis, Moshe Y. Vardi, Zhiwei Zhang*3 citations*
1868. **[Optimal Manipulation of Voting Rules ↗](https://doi.org/10.1609/aaai.v26i1.8441)**Svetlana Obraztsova, Edith Elkind*3 citations*
1869. **[Optimising Automatic Calibration of Electric Muscle Stimulation ↗](https://doi.org/10.1609/aaai.v35i5.16493)**Graeme Gange, Jarrod Knibbe*3 citations*
1870. **[Optimizing Payments in Dominant-Strategy Mechanisms for Multi-Parameter Domains ↗](https://doi.org/10.1609/aaai.v26i1.8262)**Lachlan Dufton, Victor Naroditskiy, Maria Polukarov et al.*3 citations*
1871. **[OzoMorph: Demonstrating Colored Multi-Agent Path Finding on Real Robots ↗](https://doi.org/10.1609/aaai.v35i18.17990)**Roman Barták, Jakub Mestek*3 citations*
1872. **[Parallel Constraint Acquisition ↗](https://doi.org/10.1609/aaai.v35i5.16504)**Nadjib Lazaar*3 citations*
1873. **[Predicting Parking Availability from Mobile Payment Transactions with Positive Unlabeled Learning ↗](https://doi.org/10.1609/aaai.v35i17.17810)**Jonas Sonntag, Michael Engel, Lars Schmidt-Thieme*3 citations*
1874. **[Proportionally Representative Participatory Budgeting with Ordinal Preferences ↗](https://doi.org/10.1609/aaai.v35i6.16646)**Haris Aziz, Barton E. Lee*3 citations*
1875. **[Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables ↗](https://doi.org/10.1609/aaai.v35i9.17004)**Miguel Lázaro-Gredilla, Wolfgang P. Lehrach, Nishad Gothoskar et al.*3 citations*
1876. **[Randomized Generation of Adversary-aware Fake Knowledge Graphs to Combat Intellectual Property Theft ↗](https://doi.org/10.1609/aaai.v35i5.16538)**Snow Kang, Cristian Molinaro, Andrea Pugliese et al.*3 citations*
1877. **[Reinforcement Learning Based Multi-Agent Resilient Control: From Deep Neural Networks to an Adaptive Law ↗](https://doi.org/10.1609/aaai.v35i9.16945)**Jian Hou, Fangyuan Wang, Lili Wang et al.*3 citations*
1878. **[Remember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17958)**Maciej Wołczyk, Andrii Krutsylo*3 citations*
1879. **[Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices ↗](https://doi.org/10.1609/aaai.v35i10.17065)**Luo Luo, Cheng Chen, Guangzeng Xie et al.*3 citations*
1880. **[Robust Model Compression Using Deep Hypotheses ↗](https://doi.org/10.1609/aaai.v35i8.16827)**Omri Armstrong, Ran Gilad-Bachrach*3 citations*
1881. **[Semi-Discrete Social Recommendation (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17914)**Fangyuan Luo, Jun Wu, Haishuai Wang*3 citations*
1882. **[Similarity Is Not Entailment — Jointly Learning Similarity Transformation for Textual Entailment ↗](https://doi.org/10.1609/aaai.v26i1.8348)**Ken-ichi Yokote, Danushka Bollegala, Mitsuru Ishizuka*3 citations*
1883. **[Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v35i8.16839)**Yoonho Boo, Sungho Shin, Jungwook Choi et al.*3 citations*
1884. **[Symmetric Component Caching for Model Counting on Combinatorial Instances ↗](https://doi.org/10.1609/aaai.v35i5.16511)**Timothy van Bremen, Vincent Derkinderen, Shubham Sharma et al.*3 citations*
1885. **[Tool for Automated Tax Coding of Invoices ↗](https://doi.org/10.1609/aaai.v35i17.17782)**Tarun Tater, Sampath Dechu, Neelamadhav Gantayat et al.*3 citations*
1886. **[Traffic Shaping in E-Commercial Search Engine: Multi-Objective Online Welfare Maximization ↗](https://doi.org/10.1609/aaai.v35i1.16136)**Liucheng Sun, Chenwei Weng, Chengfu Huo et al.*3 citations*
1887. **[Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning ↗](https://doi.org/10.1609/aaai.v35i10.17055)**Yu Liu, Lianghua Huang, Pan Pan et al.*3 citations*
1888. **[Variance Penalized On-Policy and Off-Policy Actor-Critic ↗](https://doi.org/10.1609/aaai.v35i9.16964)**Arushi Jain, Gandharv Patil, Ayush Jain et al.*3 citations*
1889. **[Verification and Repair of Neural Networks ↗](https://doi.org/10.1609/aaai.v35i18.17854)**Dario Guidotti*3 citations*
1890. **[Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation ↗](https://doi.org/10.1609/aaai.v35i1.16153)**Xinyu Zhang, Yirui Wang, Chi‐Tung Cheng et al.*3 citations*
1891. **[5* Knowledge Graph Embeddings with Projective Transformations ↗](https://doi.org/10.1609/aaai.v35i10.17095)**Mojtaba Nayyeri, Sahar Vahdati, Can Aykul et al.*2 citations*
1892. **[A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices ↗](https://doi.org/10.1609/aaai.v35i18.17992)**Yuxuan Cai, Geng Yuan, Hongjia Li et al.*2 citations*
1893. **[A Computational Approach to Sign Language Understanding ↗](https://doi.org/10.1609/aaai.v35i18.17851)**Tejaswini Ananthanarayana*2 citations*
1894. **[A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving ↗](https://doi.org/10.1609/aaai.v35i7.16780)**Maxwell Crouse, Ibrahim Abdelaziz, Bassem Makni et al.*2 citations*
1895. **[A Health-friendly Speaker Verification System Supporting Mask Wearing ↗](https://doi.org/10.1609/aaai.v35i18.17994)**Chaotao Chen, Di Jiang, Jinhua Peng et al.*2 citations*
1896. **[A Hybrid Stochastic Gradient Hamiltonian Monte Carlo Method ↗](https://doi.org/10.1609/aaai.v35i12.17295)**Chao Zhang, Zhijian Li, Zebang Shen et al.*2 citations*
1897. **[A Model of Winners Allocation ↗](https://doi.org/10.1609/aaai.v35i6.16722)**Yongjie Yang*2 citations*
1898. **[A New Bounding Scheme for Influence Diagrams ↗](https://doi.org/10.1609/aaai.v35i13.17443)**Radu Marinescu, Junkyu Lee, Rina Dechter*2 citations*
1899. **[A One-Size-Fits-All Solution to Conservative Bandit Problems ↗](https://doi.org/10.1609/aaai.v35i8.16891)**Yihan Du, Siwei Wang, Longbo Huang*2 citations*
1900. **[A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments ↗](https://doi.org/10.1609/aaai.v35i12.17331)**Yu-Hang Zhou, Peng Hu, Liang Chen et al.*2 citations*

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