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

2,330 papers · page 17 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images ↗Kang Liu, Benjamin Tan, Siddharth Garg6 citations
Synthesizing Strategies for Epistemic Goals by Epistemic Model Checking: An Application to Pursuit Evasion Games ↗Xiaowei Huang, Ron van der Meyden6 citations
Task-Agnostic Exploration via Policy Gradient of a Non-Parametric State Entropy Estimate ↗Mirco Mutti, Lorenzo Pratissoli, Marcello Restelli6 citations
The Automated Vacuum Waste Collection Optimization Problem ↗Ramón Béjar, César C. Fernández, Carles Mateu et al.6 citations
Time-Consistency of Optimization Problems ↗Takayuki Osogami, Tetsuro Morimura6 citations
Towards Trustworthy Predictions from Deep Neural Networks with Fast Adversarial Calibration ↗Christian Tomani, Florian Buettner6 citations
Towered Actor Critic For Handling Multiple Action Types In Reinforcement Learning For Drug Discovery ↗Sai Krishna Gottipati, Yashaswi Pathak, Boris Sattarov et al.6 citations
Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect ↗Jun Wang, Max W. Y. Lam, Dan Su et al.6 citations
Visual Boundary Knowledge Translation for Foreground Segmentation ↗Zunlei Feng, Lechao Cheng, Xinchao Wang et al.6 citations
What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models ↗Yangbangyan Jiang, Qianqian Xu, Ke Ma et al.6 citations
A Bregman Divergence Optimization Framework for Ranking on Data Manifold and Its New Extensions ↗Bin Xu, Jiajun Bu, Chun Chen et al.5 citations
A Few Queries Go a Long Way: Information-Distortion Tradeoffs in Matching ↗Georgios Amanatidis, Georgios Birmpas, Aris Filos-Ratsikas et al.5 citations
A Global Occlusion-Aware Approach to Self-Supervised Monocular Visual Odometry ↗Yao Lu, Xiaoli Xu, Mingyu Ding et al.5 citations
A Multi-Domain Evaluation of Scaling in a General Episodic Memory ↗Nate Derbinsky, Justin Li, John E. Laird5 citations
A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather Forecasting ↗Chia‐Yuan Chang, Cheng-Wei Lu, Chuan‐Ju Wang5 citations
A Scalable Two Stage Approach to Computing Optimal Decision Sets ↗Alexey Ignatiev, Edward Lam, Peter J. Stuckey et al.5 citations
A Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning Setting ↗Kun Qian, Wei Wei, Yu Zhou5 citations
A Testbed for Learning by Demonstration from Natural Language and RGB-Depth Video ↗Young Chol Song, Henry Kautz5 citations
A Well-Founded Semantics for Basic Logic Programs with Arbitrary Abstract Constraint Atoms ↗Yisong Wang, Fangzhen Lin, Mingyi Zhang et al.5 citations
AI-Empowered Decision Support for COVID-19 Social Distancing ↗Hongchao Jiang, Wei Yang Bryan Lim, Jer Shyuan Ng et al.5 citations
Accelerated Combinatorial Search for Outlier Detection with Provable Bound on Sub-Optimality ↗Guihong Wan, Haim Schweitzer5 citations
An Improved Upper Bound for SAT ↗Huairui Chu, Mingyu Xiao, Zhe Zhang5 citations
Applied Machine Learning for Games: A Graduate School Course ↗Yilei Zeng, Aayush Shah, Jameson Thai et al.5 citations
Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees ↗Vyacheslav Kungurtsev, Malcolm Egan, Bapi Chatterjee et al.5 citations
AugSplicing: Synchronized Behavior Detection in Streaming Tensors ↗Jiabao Zhang, Shenghua Liu, Wenting Hou et al.5 citations
AutoText: An End-to-End AutoAI Framework for Text ↗Arunima Chaudhary, Alayt Issak, Kiran Kate et al.5 citations
Automated Mechanism Design for Classification with Partial Verification ↗Hanrui Zhang, Yu Cheng, Vincent Conitzer5 citations
Better Bounds on the Adaptivity Gap of Influence Maximization under Full-adoption Feedback ↗Gianlorenzo D’Angelo, Debashmita Poddar, Cosimo Vinci5 citations
Budget Feasible Mechanisms Over Graphs ↗Xiang Liu, Weiwei Wu, Minming Li et al.5 citations
Business Entity Matching with Siamese Graph Convolutional Networks ↗Evgeny Krivosheev, Mattia Atzeni, Кацярына Мирыленка et al.5 citations
Certifying Top-Down Decision-DNNF Compilers ↗Florent Capelli, Jean-Marie Lagniez, Pierre Marquis5 citations
Classification with Few Tests through Self-Selection ↗Hanrui Zhang, Yu Cheng, Vincent Conitzer5 citations
CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge ↗Chenhao Wang, Yubo Chen, Zhipeng Xue et al.5 citations
Collective Nominal Semantic Role Labeling for Tweets ↗Xiaohua Liu, Zhongyang Fu, Furu Wei et al.5 citations
Combining Machine Learning & Reasoning for Biodiversity Data Intelligence ↗Atriya Sen, Beckett Sterner, Nico M. Franz et al.5 citations
Competitive Analysis for Two-Level Ski-Rental Problem ↗Binghan Wu, Wei Bao, Dong Yuan5 citations
Constraint Logic Programming for Real-World Test Laboratory Scheduling ↗Tobias Geibinger, Florian Mischek, Nysret Musliu5 citations
Context Tree Maximizing ↗Phuong Nguyen, Peter Sunehag, Marcus Hütter5 citations
Coupon Design in Advertising Systems ↗Weiran Shen, Pingzhong Tang, Xun Wang et al.5 citations
DART: Adaptive Accept Reject Algorithm for Non-Linear Combinatorial Bandits ↗Mridul Agarwal, Vaneet Aggarwal, Abhishek K. Umrawal et al.5 citations
Decentralized Multi-Agent Linear Bandits with Safety Constraints ↗Sanae Amani, Christos Thrampoulidis5 citations
Defending against Contagious Attacks on a Network with Resource Reallocation ↗Rufan Bai, Haoxing Lin, Xinyu Yang et al.5 citations
Detection of Digital Manipulation in Facial Images (Student Abstract) ↗Aman Mehra, Akshay Agarwal, Mayank Vatsa A et al.5 citations
Dynamic to Static Lidar Scan Reconstruction Using Adversarially Trained Auto Encoder ↗Prashant Kumar, Sabyasachi Sahoo, Vanshil Shah et al.5 citations
EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition ↗Chengyu Wang, Mengli Cheng, Hu Xu et al.5 citations
Eliminating the Weakest Link: Making Manipulation Intractable? ↗Jessica Davies, Nina Narodytska, Toby Walsh5 citations
Equitable Scheduling on a Single Machine ↗Klaus Heeger, Danny Hermelin, George B. Mertzios et al.5 citations
Evolutionary Approach for AutoAugment Using the Thermodynamical Genetic Algorithm ↗Akira Terauchi, Naoki Mori5 citations
Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game Theory ↗Stefanos Leonardos, Georgios Piliouras5 citations
Exploring Transfer Learning For End-to-End Spoken Language Understanding ↗Subendhu Rongali, Beiye Liu, Liwei Cai et al.5 citations
Fair and Interpretable Algorithmic Hiring using Evolutionary Many Objective Optimization ↗Michael Geden, Joshua Andrews5 citations
Fairness in Forecasting and Learning Linear Dynamical Systems ↗Quan Zhi Zhou, Jakub Mareček, Robert Noel Shorten5 citations
Fast and Accurate Predictions of IDA*'s Performance ↗Levi H. S. Lelis, Sandra Zilles, Robert C. Holte5 citations
Few-Shot Lifelong Learning ↗Pratik Mazumder, Pravendra Pratap Singh, Piyush Rai5 citations
Frequency Consistent Adaptation for Real World Super Resolution ↗Xiaozhong Ji, Guangpin Tao, Yun Cao et al.5 citations
From Streamlined Combinatorial Search to Efficient Constructive Procedures ↗Ronan Joseph Le Bras, Carla Pedro Gomes, Bart Selman5 citations
Goal Blending for Responsive Shared Autonomy in a Navigating Vehicle ↗Yu-Sian Jiang, Garrett Warnell, Peter Stone5 citations
How RL Agents Behave When Their Actions Are Modified ↗Eric D. Langlois, Tom Everitt5 citations
Improved Convergence of Iterative Ontology Alignment using Block-Coordinate Descent ↗Uthayasanker Thayasivam, Prashant Doshi5 citations
Inference-Based Deterministic Messaging For Multi-Agent Communication ↗Varun Bhatt, Michael Buro5 citations
Inverse Reinforcement Learning From Like-Minded Teachers ↗Ritesh Noothigattu, Tom Yan, Ariel D. Procaccia5 citations
Learning Games from Videos Guided by Descriptive Complexity ↗Łukasz Kaiser5 citations
Learning Hybrid Relationships for Person Re-identification ↗Shuang Liu, Wenmin Huang, Zhong Zhang5 citations
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency ↗Seokju Lee, Sunghoon Im, Stephen Ching-Feng Lin et al.5 citations
Learning Term Embeddings for Lexical Taxonomies ↗Jingping Liu, Menghui Wang, Chao Wang et al.5 citations
Learning of Structurally Unambiguous Probabilistic Grammars ↗Dolav Nitay, Dana Fisman, Michal Ziv-Ukelson5 citations
Learning to Check Contract Inconsistencies ↗Shuo Zhang, Junzhou Zhao, Pinghui Wang et al.5 citations
Multi-Proxy Wasserstein Classifier for Image Classification ↗Benlin Liu, Yongming Rao, Jiwen Lu et al.5 citations
Multi-agent Reinforcement Learning for Decentralized Coalition Formation Games ↗Kshitija Taywade5 citations
Nearly Linear-Time, Parallelizable Algorithms for Non-Monotone Submodular Maximization ↗Alan Kuhnle5 citations
Neural Analogical Matching ↗Maxwell Crouse, Constantine Nakos, Ibrahim Abdelaziz et al.5 citations
Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks ↗Antoine Ledent, Waleed Ahmed Abdalglil Mustafa, Yunwen Lei et al.5 citations
On Finding Optimal Polytrees ↗Serge Gaspers, Mikko Koivisto, Mathieu Liedloff et al.5 citations
Online Action Recognition ↗Alejandro Muchada Suárez, Javier Segovia‐Aguas, Carme Torras A et al.5 citations
Online DR-Submodular Maximization: Minimizing Regret and Constraint Violation ↗Prasanna Raut, Omid Sadeghi, Maryam Fazel5 citations
OpEvo: An Evolutionary Method for Tensor Operator Optimization ↗Xiaotian Gao, Wei Cui, Lintao Zhang et al.5 citations
Pairwise Exemplar Clustering ↗Yingzhen Yang, Xinqi Chu, Feng Liang et al.5 citations
Personalizing Individual Comfort in the Group Setting ↗Emil Laftchiev, Diego Romeres, Daniel Nikolaev Nikovski5 citations
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs ↗Marcel Wienöbst, Max Bannach, Maciej Liśkiewicz5 citations
Polynomially Decomposable Global Cost Functions in Weighted Constraint Satisfaction ↗Jimmy H. M. Lee, Ka Lun Leung, Yi Wu5 citations
Reward-Biased Maximum Likelihood Estimation for Linear Stochastic Bandits ↗Yu-Heng Hung, Ping-Chun Hsieh, Xi Liu et al.5 citations
Saturated Post-hoc Optimization for Classical Planning ↗Jendrik Seipp, Thomas Keller, Malte Helmert5 citations
Scheduling Conservation Designs via Network Cascade Optimization ↗Shan Xue, Alan Fern, Daniel R. Sheldon5 citations
Science Fiction as an Introduction to AI Research ↗Judy Goldsmith, Nicholas Mattei5 citations
Semi-supervised Sequence Classification through Change Point Detection ↗Nauman Ahad, Mark A. Davenport5 citations
Sequential Decision Making with Rank Dependent Utility: A Minimax Regret Approach ↗Gildas Jeantet, Patrice Perny, Olivier Spanjaard5 citations
SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models ↗Haekyu Park, Zijie J. Wang, Nilaksh Das et al.5 citations
Solving Dots-And-Boxes ↗Joseph Barker, Richard E. Korf5 citations
Successive Halving Top-k Operator ↗Michał Pietruszka, Łukasz Borchmann, Filip Graliński5 citations
The Gap on Gap: Tackling the Problem of Differing Data Distributions in Bias-Measuring Datasets ↗Vid Kocijan, Oana-Maria Camburu, Thomas Lukasiewicz5 citations
The Linear Distance Traveling Tournament Problem ↗Richard Hoshino, Ken‐ichi Kawarabayashi5 citations
The Smoothed Complexity of Computing Kemeny and Slater Rankings ↗Lirong Xia, Weiqiang Zheng5 citations
Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? ↗Xuancheng Ren, Xu Sun, Houfeng Wang et al.5 citations
Two-Sided Fairness in Non-Personalised Recommendations (Student Abstract) ↗Aadi Swadipto Mondal, Rakesh Bal, Sayan Sinha et al.5 citations
Variational Inference for Learning Representations of Natural Language Edits ↗Edison Marrese-Taylor, Machel Reid, Yutaka Matsuo5 citations
Visual Concept Reasoning Networks ↗Taesup Kim, Sungwoong Kim, Yoshua Bengio5 citations
Visualizing NLP in Undergraduate Students' Learning about Natural Language ↗Cecilia Ovesdotter Alm, Alex Hedges5 citations
Wasserstein Distributionally Robust Inverse Multiobjective Optimization ↗Chaosheng Dong, Bo Zeng5 citations
A Grounded Cognitive Model for Metaphor Acquisition ↗Sushobhan Nayak, Amitabha Mukerjee4 citations
A Multivariate Complexity Analysis of the Material Consumption Scheduling Problem ↗Matthias Bentert, Robert Bredereck, Péter Györgyi et al.4 citations

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

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