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

2,330 papers · page 15 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

Fair and Efficient Allocations under Subadditive Valuations ↗Bhaskar Ray Chaudhury, Jugal Garg, Ruta Mehta8 citations
Fairness and Welfare Through Redistribution When Utility Is Transferable ↗Ruggiero Cavallo8 citations
Faster Stackelberg Planning via Symbolic Search and Information Sharing ↗Álvaro Torralba, Patrick Speicher, Robert Künnemann et al.8 citations
GANs Unplugged ↗Patrick Virtue8 citations
Gradient-Based Localization and Spatial Attention for Confidence Measure in Fine-Grained Recognition using Deep Neural Networks ↗Charles A. Kantor, Léonard Boussioux, Brice Rauby et al.8 citations
HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference ↗Jakob Kruse, Gianluca Detommaso, Ullrich Köthe et al.8 citations
Have We Solved The Hard Problem? It’s Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence ↗Wenqiang Lei, Yisong Miao, Runpeng Xie et al.8 citations
HetSeq: Distributed GPU Training on Heterogeneous Infrastructure ↗Yifan Ding, Nicholas Botzer, Tim Weninger8 citations
Heuristic Search Comes of Age ↗Nathan Sturtevant, Ariel Felner, Maxim A. Likhachev et al.8 citations
IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution ↗Mark D. Feblowitz, Oktie Hassanzadeh, Michael Katz et al.8 citations
Improved Mutual Information Estimation ↗Youssef Mroueh, Igor Melnyk, Pierre Dognin et al.8 citations
Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial Robustness ↗Anh Bui, Trung Le, He Zhao et al.8 citations
Increasing Iterate Averaging for Solving Saddle-Point Problems ↗Yuan Gao, Christian Kroer, Donald Goldfarb8 citations
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching ↗Boer Lyu, Chen Lü, Su Zhu et al.8 citations
Landmark Generation in HTN Planning ↗Daniel Höller, Pascal Bercher8 citations
Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation ↗Jianwen Xie, Zilong Zheng, Xiaolin Fang et al.8 citations
Learning Deep Generative Models for Queuing Systems ↗César Ojeda, Kostadin Cvejoski, Bodgan Georgiev et al.8 citations
Mercer Features for Efficient Combinatorial Bayesian Optimization ↗Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa8 citations
Mobile-based Clock Drawing Test for Detecting Early Signs of Dementia ↗Hongchao Jiang, Yanci Zhang, Zhiwei Zeng et al.8 citations
Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection ↗Dongbo Xi, Bowen Song, Fuzhen Zhuang et al.8 citations
Multi-Dimensional Explanation of Target Variables from Documents ↗Diego Antognini, Claudiu Musat, Boi V. Faltings8 citations
Multi-Objective Submodular Maximization by Regret Ratio Minimization with Theoretical Guarantee ↗Chao Feng, Chao Qian8 citations
Multi-type Disentanglement without Adversarial Training ↗Lei Sha, Thomas Lukasiewicz8 citations
Necessary and Sufficient Conditions for Avoiding Reopenings in Best First Suboptimal Search with General Bounding Functions ↗Jingwei Chen, Nathan Sturtevant8 citations
Nutri-bullets: Summarizing Health Studies by Composing Segments ↗Darsh Shah, Lili Yu, Tao Lei et al.8 citations
PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation ↗Minseok Kim, Hwanjun Song, Doyoung Kim et al.8 citations
Parsing Outdoor Scenes from Streamed 3D Laser Data Using Online Clustering and Incremental Belief Updates ↗Rudolph Triebel, Rohan Paul, Daniela L. Rus et al.8 citations
Programmatic Strategies for Real-Time Strategy Games ↗Julian R. H. Mariño, Rubens O. Moraes, Tassiana C. Oliveira et al.8 citations
Projection-free Online Learning in Dynamic Environments ↗Yuanyu Wan, Bo Xue, Lijun Zhang8 citations
Protecting the Protected Group: Circumventing Harmful Fairness ↗Omer Ben-Porat, Fedor Sandomirskiy, Moshe Tennenholtz8 citations
Reinforcement Learning of Sequential Price Mechanisms ↗Gianluca Brero, Alon Eden, Matthias Gerstgrasser et al.8 citations
Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model ↗Liangchen Song, Jialian Wu, Ming Zhu Yang et al.8 citations
Scalable Affinity Propagation for Massive Datasets ↗Hiroaki Shiokawa8 citations
Self-Paced Two-dimensional PCA ↗Jiangxin Li, Zhao Kang, Chong Peng et al.8 citations
Self-correcting Q-learning ↗Rong Zhu, Mattia Rigotti8 citations
Semantic Consistency Networks for 3D Object Detection ↗Wenwen Wei, Ping Wei, Nanning Zheng8 citations
Spatio-Temporal Difference Descriptor for Skeleton-Based Action Recognition ↗Chongyang Ding, Kai Liu, Jari Korhonen et al.8 citations
Synthesis of Search Heuristics for Temporal Planning via Reinforcement Learning ↗Andrea Micheli, Alessandro Valentini8 citations
Teaching the Old Dog New Tricks: Supervised Learning with Constraints ↗Fabrizio Detassis, Michele Lombardi, Michela Milano8 citations
Terrace-based Food Counting and Segmentation ↗Huu-Thanh Nguyen, Chong‐Wah Ngo8 citations
The Complexity Landscape of Claim-Augmented Argumentation Frameworks ↗Wolfgang Dvořák, Alexander Greßler, Anna Rapberger et al.8 citations
The Power of Literal Equivalence in Model Counting ↗Yong Lai, Kuldeep S. Meel, Roland H. C. Yap8 citations
The Value-Improvement Path: Towards Better Representations for Reinforcement Learning ↗Will Dabney, André da Motta Salles Barreto, Mark Rowland et al.8 citations
Towards Topic-Aware Slide Generation For Academic Papers With Unsupervised Mutual Learning ↗Dawei Li, Danqing Huang, Tingting Ma et al.8 citations
User Driven Model Adjustment via Boolean Rule Explanations ↗Elizabeth Daly, Massimiliano Mattetti, Öznur Alkan et al.8 citations
Using Expectations to Drive Cognitive Behavior ↗Unmesh Kurup, Christian J. Lebiere, Anthony Stentz et al.8 citations
Using Online Planning and Acting to Recover from Cyberattacks on Software-defined Networks ↗Sunandita Patra, Alexander Velazquez, Myong H. Kang et al.8 citations
Vector Quantized Bayesian Neural Network Inference for Data Streams ↗Namuk Park, Taekyu Lee, Songkuk Kim8 citations
Weakly-supervised Temporal Action Localization by Uncertainty Modeling ↗Pilhyeon Lee, Jinglu Wang, Yan Lu et al.8 citations
Weighting-based Variable Neighborhood Search for Optimal Camera Placement ↗Zhouxing Su, Qingyun Zhang, Zhipeng Lü et al.8 citations
Zera-Shot Sentiment Analysis for Code-Mixed Data ↗Siddharth Yadav, Tanmoy Chakraborty8 citations
A Mouse-Trajectory Based Model for Predicting Query-URL Relevance ↗Hengjie Song, Ruoxue Liao, Xiangliang Zhang et al.7 citations
A Simple Framework for Cognitive Planning ↗Jorge Luis Fernandez Davila, Dominique Longin, Emiliano Lorini et al.7 citations
A Trace-restricted Kronecker-Factored Approximation to Natural Gradient ↗Kaixin Gao, Xiaolei Liu, Zheng‐Hai Huang et al.7 citations
Adaptive Algorithms for Multi-armed Bandit with Composite and Anonymous Feedback ↗Siwei Wang, Haoyun Wang, Longbo Huang7 citations
Adaptive Beam Search Decoding for Discrete Keyphrase Generation ↗Xiaoli Huang, Tongge Xu, Lvan Jiao et al.7 citations
Almost Envy-freeness, Envy-rank, and Nash Social Welfare Matchings ↗Alireza Farhadi, MohammadTaghi Hajiaghayi, Mohamad Latifian et al.7 citations
An Information-Theoretic Framework for Unifying Active Learning Problems ↗Quoc Phong Nguyen, Bryan Kian Hsiang Low, Patrick Jaillet7 citations
Asynchronous Teacher Guided Bit-wise Hard Mining for Online Hashing ↗Sheng Jin, Qin Zhou, Hongxun Yao et al.7 citations
Automated Reasoning and Learning for Automated Payroll Management ↗Sebastijan Dumančić, Wannes Meert, Stijn Goethals et al.7 citations
Bayesian Distributional Policy Gradients ↗Luchen Li, A. Aldo Faisal7 citations
Binary Matrix Factorisation via Column Generation ↗Réka Á. Kovács, Oktay Günlük, Raphael Hauser7 citations
Boosting Multi-task Learning Through Combination of Task Labels - with Applications in ECG Phenotyping ↗Ming-En Hsieh, Vincent S. M. Tseng7 citations
Branch and Price for Bus Driver Scheduling with Complex Break Constraints ↗Lucas Kletzander, Nysret Musliu, Pascal Van Hentenryck7 citations
Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation ↗Ke Wang, Guandan Chen, Zhongqiang Huang et al.7 citations
Change or Not: A Simple Approach for Plug and Play Language Models on Sentiment Control ↗Chen Xu, Jianyu Zhao, Rang Li et al.7 citations
Classification Under Human Assistance ↗Abir De, Nastaran Okati, Ali Zarezade et al.7 citations
Coalition Formation in Multi-defender Security Games ↗Dolev Mutzari, Jiarui Gan, Sarit Kraus7 citations
Conditional Inference under Disjunctive Rationality ↗Richard Booth, Ivan Jose ́ Varzinczak7 citations
Coupling Spatiotemporal Disease Modeling with Diagnosis ↗Martin Mubangizi, Caterine Ikae, Athina Spiliopoulou et al.7 citations
Crossing Boundaries: Multi-Level Introspection in a Complex Robotic Architecture for Automatic Performance Improvements ↗Evan Krause, Paul Schermerhorn, Matthias J. Scheutz7 citations
Deep Recurrent Belief Propagation Network for POMDPs ↗Yuhui Wang, Xiaoyang Tan7 citations
Demodalizing Face Recognition with Synthetic Samples ↗Zhonghua Zhai, Pengju Yang, Xiaofeng Zhang et al.7 citations
Depth Privileged Object Detection in Indoor Scenes via Deformation Hallucination ↗Zhijie Zhang, Yan Liu, Junjie Chen et al.7 citations
Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure ↗Jin Chen, Tiezheng Ge, Gangwei Jiang et al.7 citations
Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent ↗Giorgi Nadiradze, Ilia Markov, Bapi Chatterjee et al.7 citations
Epistemic Logic of Know-Who ↗Sophia Epstein, Pavel Naumov7 citations
Evaluating Temporal Plans in Incomplete Domains ↗Daniel Morwood, Daniel Bryce7 citations
Extreme k-Center Clustering ↗MohammadHossein Bateni, Hossein Esfandiari, Manuela Fischer et al.7 citations
Flow-based Generative Models for Learning Manifold to Manifold Mappings ↗Xingjian Zhen, Rudrasis Chakraborty, Liu Yang et al.7 citations
FontRL: Chinese Font Synthesis via Deep Reinforcement Learning ↗Yitian Liu, Zhouhui Lian7 citations
Generating Long Financial Report using Conditional Variational Autoencoders with Knowledge Distillation ↗Yunpeng Ren, Ziao Wang, Yiyuan Wang et al.7 citations
I'm Doing as Well as I Can: Modeling People as Rational Finite Automata ↗Joe Halpern, Rafael Pass, Lior Seeman7 citations
LAMS: A Location-aware Approach for Multimodal Summarization (Student Abstract) ↗Zhengkun Zhang, Jun Wang, Zhe Sun et al.7 citations
Learning Set Functions that are Sparse in Non-Orthogonal Fourier Bases ↗Chris Wendler, Andisheh Amrollahi, Bastian Seifert et al.7 citations
Learning To Scale Mixed-Integer Programs ↗Timo Berthold, Gregor Hendel7 citations
Learning to Recommend from Sparse Data via Generative User Feedback ↗Wenlin Wang7 citations
Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning ↗Yongrui Chen, Xinnan Guo, Chaojie Wang et al.7 citations
MERL: Multimodal Event Representation Learning in Heterogeneous Embedding Spaces ↗Linhai Zhang, Deyu Zhou, Yulan He et al.7 citations
MIEHDR CNN: Main Image Enhancement based Ghost-Free High Dynamic Range Imaging using Dual-Lens Systems ↗Xuan Dong, Xiaoyan Hu, Weixin Li et al.7 citations
Maximin Fairness with Mixed Divisible and Indivisible Goods ↗Xiaohui Bei, Shengxin Liu, Xinhang Lu et al.7 citations
Memory-Gated Recurrent Networks ↗Yaquan Zhang, Qi Wu, Nanbo Peng et al.7 citations
Multi-View Representation Learning with Manifold Smoothness ↗Shu Li, Wei Wang, Wentao Li et al.7 citations
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search ↗Rameswar Panda, Michele Merler, Mayoore S. Jaiswal et al.7 citations
Neural Sequence-to-grid Module for Learning Symbolic Rules ↗Segwang Kim, Hyoungwook Nam, Joonyoung Kim et al.7 citations
Online Non-Monotone DR-Submodular Maximization ↗Nguyễn Kim Thắng, Abhinav Srivastav7 citations
Ontology-Based Data Access with Dynamic TBoxes in DL-Lite ↗Floriana Di Pinto, Giuseppe De Giacomo, Maurizio Lenzerini B et al.7 citations
Opportunities and Challenges for Constraint Programming ↗Barry O’Sullivan7 citations
Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization ↗Kentaro Kanamori, Takuya Takagi, Ken Kobayashi et al.7 citations
Outlier Impact Characterization for Time Series Data ↗Jianbo Li, Lecheng Zheng, Yada Zhu et al.7 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