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

2,330 papers · page 8 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service ↗Majid Raeis, Ali Tizghadam, Alberto Leon‐Garcia28 citations
SAT-based Decision Tree Learning for Large Data Sets ↗André Schidler, Stefan Szeider28 citations
Symbolic Variable Elimination for Discrete and Continuous Graphical Models ↗Scott Sanner, Ehsan Abbasnejad28 citations
Why Do Attributes Propagate in Graph Convolutional Neural Networks? ↗Liang Yang, Chuan Wang, Junhua Gu et al.28 citations
A Novel Visual Interpretability for Deep Neural Networks by Optimizing Activation Maps with Perturbation ↗Qinglong Zhang, Lu Rao, Yu-Bin Yang27 citations
Activity Image-to-Video Retrieval by Disentangling Appearance and Motion ↗Liu Liu, Jiangtong Li, Li Niu et al.27 citations
Context-Aware Graph Convolution Network for Target Re-identification ↗Deyi Ji, Haoran Wang, Hanzhe Hu et al.27 citations
Faster Depth-Adaptive Transformers ↗Yijin Liu, Fandong Meng, Jie Zhou et al.27 citations
Finding Sparse Structures for Domain Specific Neural Machine Translation ↗Jianze Liang, Chengqi Zhao, Mingxuan Wang et al.27 citations
Global Climate Model Tracking Using Geospatial Neighborhoods ↗Scott McQuade, Claire Monteleoni27 citations
Learning SVM Classifiers with Indefinite Kernels ↗Suicheng Gu, Yuhong Guo27 citations
Model Learning and Real-Time Tracking Using Multi-Resolution Surfel Maps ↗Jörg Stückler, Sven Behnke27 citations
Online Optimal Control with Affine Constraints ↗Yingying Li, Subhro Das, Na Li27 citations
PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos ↗Tianyu Luan, Yali Wang, Junhao Zhang et al.27 citations
Paragraph-level Commonsense Transformers with Recurrent Memory ↗Saadia Gabriel, Chandra Bhagavatula, Vered Shwartz et al.27 citations
Predictive Adversarial Learning from Positive and Unlabeled Data ↗Wenpeng Hu, Ran Le, Bing Liu et al.27 citations
Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains (Demo) ↗Yixiao Lan, Yuan Liu, Boyang Li et al.27 citations
RadarMath: An Intelligent Tutoring System for Math Education ↗Yu Lu, Yang Pian, Penghe Chen et al.27 citations
Slimmable Generative Adversarial Networks ↗Liang Hou, Zehuan Yuan, Lei Huang et al.27 citations
Sparse Principal Component Analysis with Constraints ↗Mihajlo Grbovic, Christopher R. Dance, Slobodan Vučetić27 citations
Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 ↗Alexander Rodríguez, Nikhil Muralidhar, Bijaya Adhikari et al.27 citations
Storage Fit Learning with Feature Evolvable Streams ↗Bojian Hou, Yu-Hu Yan, Peng Zhao et al.27 citations
The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean Circuits ↗Marcelo Arenas, Pablo Barceló, Leopoldo Bertossi et al.27 citations
Towards Fully Automated Manga Translation ↗Ryota Hinami, Shonosuke Ishiwatari, Kazuhiko Yasuda et al.27 citations
A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering ↗Ibrahim Abdelaziz, Srinivas Ravishankar, Pavan Kapanipathi et al.26 citations
An Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment Analysis ↗Yan Zhou, Fuqing Zhu, Pu Song et al.26 citations
Binaural Audio-Visual Localization ↗Xinyi Wu, Zhenyao Wu, Lili Ju et al.26 citations
Cooperative Virtual Power Plant Formation Using Scoring Rules ↗Valentin Robu, Ramachandra Kota, Georgios Chalkiadakis et al.26 citations
DocParser: Hierarchical Document Structure Parsing from Renderings ↗Johannes Rausch, Octavio Martinez, Fabian Bissig et al.26 citations
Ethically Compliant Sequential Decision Making ↗Justin Svegliato, Samer B. Nashed, Shlomo Zilberstein B26 citations
Fact-Enhanced Synthetic News Generation ↗Kai Shu, Yichuan Li, Kaize Ding et al.26 citations
Fractal Autoencoders for Feature Selection ↗Xinxing Wu, Qiang Cheng26 citations
Gene Regulatory Network Inference using 3D Convolutional Neural Network ↗Yue Bo Fan, Xiuli Ma26 citations
I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting ↗Jiahua Dong, Yang Cong, Gan Sun et al.26 citations
Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning ↗Binbin Xie, Jinsong Su, Yubin Ge et al.26 citations
Interpreting Neural Networks as Quantitative Argumentation Frameworks ↗Nico Potyka26 citations
Lexically Constrained Neural Machine Translation with Explicit Alignment Guidance ↗GuanHua Chen, Yun Chen, Victor O. K. Li26 citations
MangaGAN: Unpaired Photo-to-Manga Translation Based on The Methodology of Manga Drawing ↗Hao Su, Jianwei Niu, Xuefeng Liu et al.26 citations
Partially Non-Autoregressive Image Captioning ↗Zhengcong Fei26 citations
Power up! Robust Graph Convolutional Network via Graph Powering ↗Ming Jin, Heng Chang, Wenwu Zhu et al.26 citations
Pre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images ↗Kristian Kersting, Zhao Xu, Mirwaes Wahabzada et al.26 citations
Robust PDF Document Conversion using Recurrent Neural Networks ↗Nikolaos Livathinos, Cèsar Berrospi, Maksym Lysak et al.26 citations
SPARQL Query Containment Under SHI Axioms ↗Melisachew Wudage Chekol, Jérôme Euzenat, Pierre Genevès et al.26 citations
Search Algorithms for m Best Solutions for Graphical Models ↗Rina Dechter, Natalia Flerova, Radu Marinescu26 citations
Tailoring Embedding Function to Heterogeneous Few-Shot Tasks by Global and Local Feature Adaptors ↗Su Lu, Han-Jia Ye, De‐Chuan Zhan26 citations
Towards a Unifying Framework for Formal Theories of Novelty ↗Terrance E. Boult, Przemyslaw A. Grabowicz, Derek S. Prijatelj et al.26 citations
Uncovering Latent Biases in Text: Method and Application to Peer Review ↗Emaad Manzoor, Nihar B. Shah26 citations
Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes ↗Xinyuan Zhang, Ruiyi Zhang, Manzil Zaheer et al.26 citations
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders ↗Yicheng Zou, Jun Lin, Lujun Zhao et al.26 citations
Advice-Guided Reinforcement Learning in a non-Markovian Environment ↗Daniel Neider, Jean-Raphaël Gaglione, Ivan Gavran et al.25 citations
Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning ↗Christos Markos, James J. Q. Yu, Richard Yi Da Xu25 citations
Class-Incremental Instance Segmentation via Multi-Teacher Networks ↗Yanan Gu, Cheng Dan Deng, Kun Wei25 citations
Differentiable Inductive Logic Programming for Structured Examples ↗Hikaru Shindo, Masaaki Nishino, Akihiro Yamamoto25 citations
HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks ↗Yuanyuan Chen, Boyang Li, Han Yu et al.25 citations
Hypothesis Disparity Regularized Mutual Information Maximization ↗Qicheng Lao, Xiang Jiang, Mohammad Havaei25 citations
Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning ↗Chunpu Xu, Min Yang, Chengming Li et al.25 citations
Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control ↗Yu-Wei Chao, Jimei Yang, Weifeng Chen et al.25 citations
On the Importance of Word Order Information in Cross-lingual Sequence Labeling ↗Zihan Liu, Genta Indra Winata, Samuel Cahyawijaya et al.25 citations
Ontological Smoothing for Relation Extraction with Minimal Supervision ↗Congle Zhang, Raphael Hoffmann, Daniel S. Weld25 citations
PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning ↗Huaxi Huang, Junjie Zhang, Jian Zhang et al.25 citations
Reinforced History Backtracking for Conversational Question Answering ↗Minghui Qiu, Xinjing Huang, Cen Chen et al.25 citations
Sample Bounded Distributed Reinforcement Learning for Decentralized POMDPs ↗Bikramjit Banerjee, Jeremy Lyle, Landon Kraemer et al.25 citations
Structured Co-reference Graph Attention for Video-grounded Dialogue ↗Junyeong Kim, Sunjae Yoon, Dahyun Kim et al.25 citations
Teaching Introductory Artificial Intelligence through Java-Based Games ↗Amy McGovern, Zachery Tidwel, Derek Rushing25 citations
UAG: Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks ↗Boyuan Feng, Yuke Wang, Yufei Ding25 citations
Understanding Decoupled and Early Weight Decay ↗Johan Björck, Kilian Q. Weinberger, Carla Pedro Gomes25 citations
Winning Lottery Tickets in Deep Generative Models ↗Neha Kalibhat, Yogesh Balaji, Soheil Feizi25 citations
(Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge GraphsJena D. Hwang, Chandra Bhagavatula, Ronan Joseph Le Bras et al.24 citations · our summary
Adversarial Partial Multi-Label Learning with Label Disambiguation ↗Yan Yan, Yuhong Guo24 citations
Adversarial Robustness through Disentangled Representations ↗Shuo Yang, Tianyu Guo, Yunhe Wang et al.24 citations
An Analysis of Approval-Based Committee Rules for 2D-Euclidean Elections ↗Michał Tomasz Godziszewski, P. Batko, Piotr Skowron et al.24 citations
Augmented Partial Mutual Learning with Frame Masking for Video Captioning ↗Ke Lin, Zhuoxin Gan, Liwei Wang24 citations
Building Interpretable Interaction Trees for Deep NLP Models ↗Die Zhang, Hao Zhang, Huilin Zhou et al.24 citations
Colorization by Matrix Completion ↗Shusen Wang, Zhihua Zhang24 citations
Congestion Games with Agent Failures ↗Reshef Meir, Moshe Tennenholtz, Yoram Bachrach et al.24 citations
Decision Support for Agent Populations in Uncertain and Congested Environments ↗Pradeep Reddy Varakantham, Shih-Fen Cheng, Geoff Gordon et al.24 citations
Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption ↗Xu Sun, Zhiyuan Zhang, Xuancheng Ren et al.24 citations
Generalized Monte-Carlo Tree Search Extensions for General Game Playing ↗Hilmar Finnsson24 citations
Inverse Reinforcement Learning with Natural Language Goals ↗Li Zhou, Kevin Small24 citations
Justicia: A Stochastic SAT Approach to Formally Verify Fairness ↗Bishwamittra Ghosh, Debabrota Basu, Kuldeep S. Meel24 citations
Knowledge-Enhanced Top-K Recommendation in Poincaré Ball ↗Chen Ma, Liheng Ma, Yingxue Zhang et al.24 citations
Learning Generalized Relational Heuristic Networks for Model-Agnostic Planning ↗Rushang Karia, Siddharth Srivastava24 citations
Learning to Copy Coherent Knowledge for Response Generation ↗Jiaqi Bai, Ze Yang, Xinnian Liang et al.24 citations
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning ↗Elad Amrani, Rami Ben‐Ari, Daniel Rotman et al.24 citations
Project RISE: Recognizing Industrial Smoke Emissions ↗Yen-Chia Hsu, Ting-Hao Huang, Ting-Yao Hu et al.24 citations
Provable Benefits of Overparameterization in Model Compression: From Double Descent to Pruning Neural Networks ↗Xiangyu Chang, Yingcong Li, Samet Oymak et al.24 citations
Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images ↗Huisi Wu, Jiasheng Liu, Wei Wang et al.24 citations
Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective ↗Dongjie Wang, Pengyang Wang, Kunpeng Liu et al.24 citations
Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation ↗Kai Wang, Zhene Zou, Qilin Deng et al.24 citations
Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective ↗Chao Xue, Xiaoxing Wang, Junchi Yan et al.24 citations
SALNet: Semi-supervised Few-Shot Text Classification with Attention-based Lexicon Construction ↗Ju-Hyoung Lee, Sang‐Ki Ko, Yo-Sub Han24 citations
Search-Based Path Planning with Homotopy Class Constraints in 3D ↗Subhrajit Bhattacharya, Maxim A. Likhachev, Vijay Kumar24 citations
Self-Supervised Attention-Aware Reinforcement Learning ↗Haiping Wu, Khimya Khetarpal, Doina Precup24 citations
Sketch Generation with Drawing Process Guided by Vector Flow and Grayscale ↗Zhengyan Tong, Xuanhong Chen, Bingbing Ni et al.24 citations
Stability and Generalization of Decentralized Stochastic Gradient Descent ↗Tao Sun, Dongsheng Li, Bao Wang24 citations
Stable Adversarial Learning under Distributional Shifts ↗Jiashuo Liu, Zheyan Shen, Peng Cui et al.24 citations
Stylized Dialogue Response Generation Using Stylized Unpaired Texts ↗Yinhe Zheng, Zikai Chen, Rongsheng Zhang et al.24 citations
Temporal Segmentation of Fine-gained Semantic Action: A Motion-Centered Figure Skating Dataset ↗Shenglan Liu, Aibin Zhang, Yunheng Li et al.24 citations
Towards Feature Space Adversarial Attack by Style Perturbation ↗Qiuling Xu, Guanhong Tao, Siyuan Cheng et al.24 citations
A Hybrid Bandit Framework for Diversified Recommendation ↗Qinxu Ding, Yong Liu, Chunyan Miao et al.23 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