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

2,330 papers · page 18 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

A New Robust Subspace Recovery Algorithm (Student Abstract) ↗Guihong Wan, Haim Schweitzer4 citations
Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization ↗Han-Hsien Huang, Mi-Yen Yeh4 citations
Active Learning from Oracle with Knowledge Blind Spot ↗Meng Fang, Xingquan Zhu, Chengqi Zhang4 citations
Adaptive Gradient Methods for Constrained Convex Optimization and Variational Inequalities ↗Alina Ene, Huy Lê Nguyễn, Adrian Vladu4 citations
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations ↗Lingda Wang, Bingcong Li, Huozhi Zhou et al.4 citations
Adversarial Pose Regression Network for Pose-Invariant Face Recognitions ↗Pengyu Li, Biao Wang, Lei Zhang4 citations
Amnesiac Machine Learning ↗Laura Graves, Vineel Nagisetty, Vijay Ganesh4 citations
An Investigation of Sensitivity on Bagging Predictors: An Empirical Approach ↗Guohua Liang4 citations
An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural Information ↗Zejun Li, Zhongyu Wei, Zhihao Fan et al.4 citations
Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders ↗Bhushan Kotnis, Carolin Lawrence, Mathias Niepert4 citations
Approximating the Sum Operation for Marginal-MAP Inference ↗Qiang Cheng, Feng Chen, Jianwu Dong et al.4 citations
Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes ↗Rajdeep Hazra Banerjee, Abhinav Ravi, Ujjal Kr Dutta4 citations
Bike-Repositioning Using Volunteers: Crowd Sourcing with Choice Restriction ↗Jinjia Huang, Mabel C. Chou, Chung‐Piaw Teo4 citations
BoW Pooling: A Plug-and-Play Unit for Feature Aggregation of Point Clouds ↗Xiang Zhang, Xiao Na Sun, Zhouhui Lian4 citations
CMAX++ : Leveraging Experience in Planning and Execution using Inaccurate Models ↗Anirudh Vemula, James Andrew Bagnell, Maxim A. Likhachev4 citations
Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection ↗Edward Raff, William Fleshman, Richard Zak et al.4 citations
Complexity and Algorithms for Exploiting Quantal Opponents in Large Two-Player Games ↗David Milec, Jakub Černý, Viliam Lisý et al.4 citations
Consistent-Separable Feature Representation for Semantic Segmentation ↗Xingjian He, Jing Liu, Jun Fu et al.4 citations
Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract) ↗Ziyue Qiao, Zhiyuan Ning, Yi Du et al.4 citations
Contract-based Inter-user Usage Coordination in Free-floating Car Sharing ↗Kentaro Takahira, Shigeo Matsubara4 citations
Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation ↗Umang Gupta, Aaron Ferber, Bistra Dilkina et al.4 citations
Conversational Neuro-Symbolic Commonsense Reasoning ↗Forough Arabshahi, Jennifer Lee, Mikayla Gawarecki et al.4 citations
Counting-MLNs: Learning Relational Structure for Decision Making ↗Aniruddh Nath, Matthew Richardson4 citations
Deep Metric Learning with Graph Consistency ↗Binghui Chen, Pengyu Li, Zhaoyi Yan et al.4 citations
Dependency Stochastic Boolean Satisfiability: A Logical Formalism for NEXPTIME Decision Problems with Uncertainty ↗Nian-Ze Lee, Jie-Hong Roland Jiang4 citations
Deterministic Mini-batch Sequencing for Training Deep Neural Networks ↗Subhankar Banerjee, Shayok Chakraborty4 citations
Discovering Fully Oriented Causal Networks ↗Osman Ali Mian, Alexander Marx, Jilles Vreeken4 citations
Discriminative Clustering via Generative Feature Mapping ↗Liwei Wang, Xiong Li, Zhuowen Tu A et al.4 citations
Distant Transfer Learning via Deep Random Walk ↗Qiao Xiao, Yu Zhang4 citations
Effective Slot Filling via Weakly-Supervised Dual-Model Learning ↗Jue Wang, Ke Chen, Lidan Shou et al.4 citations
Efficient Bayesian Network Structure Learning via Parameterized Local Search on Topological Orderings ↗Niels Grüttemeier, Christian Komusiewicz, Nils Morawietz4 citations
Enabling Fast Instruction-Based Modification of Learned Robot Skills ↗Tyler Frasca, Bradley Oosterveld, Meia Chita-Tegmark et al.4 citations
Enhancing E-commerce Recommender System Adaptability with Online Deep Controllable Learning-To-Rank ↗Anxiang Zeng, Han Yu, Hualin He et al.4 citations
Estimating α-Rank by Maximizing Information Gain ↗Tabish Rashid, Cheng Zhang, Kamil Ciosek4 citations
Facility’s Perspective to Fair Facility Location Problems ↗Chenhao Wang, Xiaoying Wu, Minming Li et al.4 citations
Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding Tasks ↗Maurício Gruppi, Pin‐Yu Chen, Sibel Adalı4 citations
Fast Training of Provably Robust Neural Networks by SingleProp ↗Akhilan Boopathy, Lily Weng, Sijia Liu et al.4 citations
Filtering Algorithms Based on the Word-RAM Model ↗Philippe Van Kessel, Claude-Guy Quimper4 citations
Fine-grained Generalization Analysis of Vector-Valued Learning ↗Liang Wu, Antoine Ledent, Yunwen Lei et al.4 citations
From Behavioral Theories to Econometrics: Inferring Preferences of Human Agents from Data on Repeated Interactions ↗Gali Noti4 citations
Frugal Coordinate Descent for Large-Scale NNLS ↗Vamsi K. Potluru4 citations
Game of Gradients: Mitigating Irrelevant Clients in Federated Learning ↗Lokesh Nagalapatti, Ramasuri Narayanam4 citations
Generalized Adversarially Learned Inference ↗Yatin Dandi, Homanga Bharadhwaj, Abhishek Kumar et al.4 citations
Hierarchical Modeling with Tensor Inputs ↗Yada Zhu, Jingrui He, Rick Lawrence4 citations
Human Uncertainty Inference via Deterministic Ensemble Neural Networks ↗Yujin Cha, Sang Wan Lee4 citations
Improved Worst-Case Regret Bounds for Randomized Least-Squares Value Iteration ↗Priyank Agrawal, Jinglin Chen, Nan Jiang4 citations
In-game Residential Home Planning via Visual Context-aware Global Relation Learning ↗Lijuan Liu, Yin Yang, Yi Yuan et al.4 citations
Incentivizing Truthfulness Through Audits in Strategic Classification ↗Andrew Estornell, Sanmay Das, Yevgeniy Vorobeychik4 citations
Integrated Optimization of Bipartite Matching and Its Stochastic Behavior: New Formulation and Approximation Algorithm via Min-cost Flow Optimization ↗Yuya Hikima, Yasunori Akagi, Hideaki Kim et al.4 citations
Integrating Pre-trained Model into Rule-based Dialogue Management ↗Jun Quan, Meng Yang, Qiang Gan et al.4 citations
Inverse Reinforcement Learning with Explicit Policy Estimates ↗Navyata Sanghvi, Shinnosuke Usami, Mohit Kumar Sharma et al.4 citations
Iterative Resource Allocation for Memory Intensive Parallel Search Algorithms on Clouds, Grids, and Shared Clusters ↗Alex S. Fukunaga, Akihiro Kishimoto, Adi Botea4 citations
Learning Branching Heuristics for Propositional Model Counting ↗Pashootan Vaezipoor, Gil Lederman, Yuhuai Wu et al.4 citations
Learning Rewards From Linguistic Feedback ↗Theodore R. Sumers, Mark K. Ho, Robert D. Hawkins et al.4 citations
Learning the Parameters of Bayesian Networks from Uncertain Data ↗Segev Wasserkrug, Radu Marinescu, Sergey Zeltyn et al.4 citations
Local Search for Diversified Top-k s-plex Search Problem (Student Abstract) ↗Jun Wu, Minghao Yin4 citations
Mining EL Bases with Adaptable Role Depth ↗Ricardo Guimarães, Ana Ozaki, Cosimo Persia et al.4 citations
Model-sharing Games: Analyzing Federated Learning Under Voluntary Participation ↗Kate Donahue, Jon M. Kleinberg4 citations
Multi-SpectroGAN: High-Diversity and High-Fidelity Spectrogram Generation with Adversarial Style Combination for Speech Synthesis ↗Sanghoon Lee, Hyun-Wook Yoon, Hyeong-Rae Noh et al.4 citations
Multi-Task Recurrent Modular Networks ↗Dongkuan Xu, Wei Xin Cheng, Xin Dong et al.4 citations
Multi-label Few-shot Learning with Semantic Inference (Student Abstract) ↗Zhen Wang, Yiqun Duan, Liu Liu et al.4 citations
Network Satisfaction for Symmetric Relation Algebras with a Flexible Atom ↗Manuel Bodirsky, Simon Knäuer4 citations
Neural Utility Functions ↗Porter Jenkins, Ahmad Farag, J. Stockton Jenkins et al.4 citations
OPRA: An Open-Source Online Preference Reporting and Aggregation System ↗Yiwei Chen, Jingwen Qian, Junming Wang et al.4 citations
On Scalar Embedding of Relative Positions in Attention Models ↗Junshuang Wu, Richong Zhang, Yongyi Mao et al.4 citations
On the Complexity of Finding Justifications for Collective Decisions ↗Arthur Boixel, Ronald de Haan4 citations
On the PTAS for Maximin Shares in an Indivisible Mixed Manna ↗Rucha Kulkarni, Ruta Mehta, Setareh Taki4 citations
Optimal Decision Trees for Nonlinear Metrics ↗Emir Demirović, Peter J. Stuckey4 citations
Pedestrian's Intention Recognition, Fusion of Handcrafted Features in a Deep Learning Approach ↗Omar Hamed, H. Joe Steinhauer4 citations
Policy Optimization as Online Learning with Mediator Feedback ↗Alberto Maria Metelli, Matteo Papini, Pierluca D’Oro et al.4 citations
Positions, Channels, and Layers: Fully Generalized Non-Local Network for Singer Identification ↗I-Yuan Kuo, Wen-Li Wei, Jen‐Chun Lin4 citations
Recursion in Abstract Argumentation is Hard — On the Complexity of Semantics Based on Weak Admissibility ↗Wolfgang Dvořák, Markus Ulbricht, Stefan Woltran4 citations
Relational Classification of Biological Cells in Microscopy Images ↗Ping Liu, Mustafa Bilgic4 citations
Representative Proxy Voting ↗Elliot Anshelevich, Zack Fitzsimmons, Rohit Vaish et al.4 citations
Representing the Unification of Text Featurization using a Context-Free Grammar ↗Doruk Kilitcioglu, Serdar Kadıoğlu4 citations
Satisfiability and Algorithms for Non-uniform Random k-SAT ↗Oleksii Omelchenko, Andreĭ A. Bulatov4 citations
Scalable Partial Explainability in Neural Networks via Flexible Activation Functions (Student Abstract) ↗Schyler C. Sun, Chen Li, Zhuangkun Wei et al.4 citations
Screening for Depressed Individuals by Using Multimodal Social Media Data ↗Paulo Mann, Aline Paes, Elton Hiroshi Matsushima4 citations
SecDD: Efficient and Secure Method for Remotely Training Neural Networks (Student Abstract) ↗Ilia Sucholutsky, Matthias Schonlau4 citations
Semantics-Aware Inferential Network for Natural Language Understanding ↗Shuiliang Zhang, Hai Zhao, Junru Zhou et al.4 citations
Stochastic Bandits with Graph Feedback in Non-Stationary Environments ↗Shiyin Lu, Yao Hu, Lijun Zhang4 citations
Stochastic Graphical Bandits with Adversarial Corruptions ↗Shiyin Lu, Guanghui Wang, Lijun Zhang4 citations
Strategic Advice Provision in Repeated Human-Agent Interactions ↗Amos Azaria, Zinovi Rabinovich, Sarit Kraus et al.4 citations
Submodel Decomposition Bounds for Influence Diagrams ↗Junkyu Lee, Radu Marinescu, Rina Dechter4 citations
Submodular Span, with Applications to Conditional Data Summarization ↗Lilly Kumari, Jeff Bilmes4 citations
Teaching Machines to Learn by Metaphors ↗Omer Levy, Shaul Markovitch4 citations
Text Embedding Bank for Detailed Image Paragraph Captioning ↗Arjun Gupta, Zengming Shen, Thomas S. Huang4 citations
The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective ↗Naman Goel, Alfonso Amayuelas, Amit Deshpande et al.4 citations
The Sample Complexity of Teaching by Reinforcement on Q-Learning ↗Xuezhou Zhang, Shubham Bharti, Yuzhe Ma et al.4 citations
Topology Distance: A Topology-Based Approach for Evaluating Generative Adversarial Networks ↗Danijela Horak, Simiao Yu, Gholamreza Salimi‐Khorshidi4 citations
Unsupervised Learning of Discourse Structures using a Tree Autoencoder ↗Patrick Huber, Giuseppe Carenini4 citations
Unsupervised Model Adaptation for Continual Semantic Segmentation ↗Serban Stan, Mohammad Ghomi Rostami4 citations
Using Unsupervised Learning for Data-driven Procurement Demand Aggregation ↗Eran Shaham, Adam Westerski, Rajaraman Kanagasabai et al.4 citations
VEGA: a Virtual Environment for Exploring Gender Bias vs. Accuracy Trade-offs in AI Translation Services ↗Mariana Bernagozzi, Biplav Srivastava, Francesca Rossi et al.4 citations
Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation ↗Sunghyun Park, Kangyeol Kim, Junsoo Lee et al.4 citations
Visual Relation Detection using Hybrid Analogical Learning ↗Kezhen Chen, Ken Forbus4 citations
What's the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is Difficult ↗‪Avishai Zagoury‬‏, Einat Minkov, Idan Szpektor et al.4 citations
A Complexity-theoretic Analysis of Green Pickup-and-Delivery Problems ↗Xing Tan, Jimmy Xiangji Huang3 citations
A Double Phases Generation Network for Yes or No Question Generation (Student Abstract) ↗Jiayuan Xie, Feng Chen, Yi Cai et al.3 citations
A Novel Mountain Driving Unity Simulated Environment for Autonomous Vehicles ↗Xiaohu Li, Zehong Cao, Quan Bai3 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