Proceedings of the AAAI Conference on Artificial Intelligence 2020: all accepted papers

1,863 papers · page 12 of 19 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2020

Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers ↗Masoumeh Soflaei, Hongyu Guo, Ali Al-Bashabsheh et al.10 citations
Associative Variational Auto-Encoder with Distributed Latent Spaces and Associators ↗Dae Ung Jo, Byeong‐Ju Lee, Jongwon Choi et al.10 citations
Attention-over-Attention Field-Aware Factorization Machine ↗Zhibo Wang, Jinxin Ma, Yongquan Zhang et al.10 citations
Automated Spectral Kernel Learning ↗Jian Li, Yong Liu, Weiping Wang10 citations
BAR — A Reinforcement Learning Agent for Bounding-Box Automated Refinement ↗Morgane Ayle, Jimmy Tekli, Julia El Zini et al.10 citations
CAiRE: An End-to-End Empathetic Chatbot ↗Zhaojiang Lin, Peng Xu, Genta Indra Winata et al.10 citations
Causal Transfer for Imitation Learning and Decision Making under Sensor-Shift ↗Jalal Etesami, Philipp Geiger10 citations
Clouseau: Generating Communication Protocols from Commitments ↗Munindar P. Singh, Amit K. Chopra10 citations
Dynamic Embedding on Textual Networks via a Gaussian Process ↗Pengyu Cheng, Yitong Li, Xinyuan Zhang et al.10 citations
End-to-End Thorough Body Perception for Person Search ↗Kun Tian, Houjing Huang, Yun Ye et al.10 citations
Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification ↗Mozhi Zhang, Yoshinari Fujinuma, Jordan Lee Boyd-Graber10 citations
FACT: Fused Attention for Clothing Transfer with Generative Adversarial Networks ↗Yicheng Zhang, Lei Li, Li Song et al.10 citations
GRACE: Generating Summary Reports Automatically for Cognitive Assistance in Emergency Response ↗M Arif Rahman, Sarah Masud Preum, Ronald D. Williams et al.10 citations
General Partial Label Learning via Dual Bipartite Graph Autoencoder ↗Brian Chen, Bo Wu, Alireza Zareian et al.10 citations
Grammar Filtering for Syntax-Guided Synthesis ↗Kairo Morton, William T. Hallahan, Elven Shum et al.10 citations
Graph Representations for Higher-Order Logic and Theorem Proving ↗Aditya Paliwal, Sarah M. Loos, Markus N. Rabe et al.10 citations
Graph-Based Transformer with Cross-Candidate Verification for Semantic Parsing ↗Bo Shao, Yeyun Gong, Weizhen Qi et al.10 citations
HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-Based Inference ↗Dingding Chen, Yanchen Deng, Ziyu Chen et al.10 citations
Idle Time Optimization for Target Assignment and Path Finding in Sortation Centers ↗Ngai Meng Kou, Cheng Peng, Hang Ma et al.10 citations
Incentivized Exploration for Multi-Armed Bandits under Reward Drift ↗Zhiyuan Liu, Huazheng Wang, Fan Shen et al.10 citations
Information-Theoretic Understanding of Population Risk Improvement with Model Compression ↗Yuheng Bu, Weihao Gao, Shaofeng Zou et al.10 citations
Layerwise Sparse Coding for Pruned Deep Neural Networks with Extreme Compression Ratio ↗Xiao Liu, Wenbin Li, Jing Huo et al.10 citations
Learning Conceptual-Contextual Embeddings for Medical Text ↗Xiao Zhang, Dejing Dou, Ji Yi Wu10 citations
Learning the Value of Teamwork to Form Efficient Teams ↗Ryan Beal, Narayan Changder, Timothy J. Norman et al.10 citations
Learning to Transfer: Unsupervised Domain Translation via Meta-Learning ↗Jianxin Lin, Yijun Wang, Zhibo Chen et al.10 citations
Long-Term Loop Closure Detection through Visual-Spatial Information Preserving Multi-Order Graph Matching ↗Peng Gao, Hao Zhang10 citations
Maximum Margin Multi-Dimensional Classification ↗Bin-Bin Jia, Min-Ling Zhang10 citations
Merging Weak and Active Supervision for Semantic Parsing ↗Ansong Ni, Pengcheng Yin, Graham Neubig10 citations
Midas: Microcluster-Based Detector of Anomalies in Edge Streams ↗Siddharth Bhatia, Bryan Hooi, Minji Yoon et al.10 citations
MixedAD: A Scalable Algorithm for Detecting Mixed Anomalies in Attributed Graphs ↗Mengxiao Zhu, Haogang Zhu10 citations
Neural Approximate Dynamic Programming for On-Demand Ride-Pooling ↗Sanket Shah, Meghna Lowalekar, Pradeep Reddy Varakantham10 citations
On Measuring and Mitigating Biased Inferences of Word Embeddings ↗Sunipa Dev, Tao Li, Jeff M. Phillips et al.10 citations
On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning ↗Aritra Dutta, El Houcine Bergou, Ahmed M. Abdelmoniem et al.10 citations
Proportional Belief Merging ↗Adrian Haret, Martin Lackner, Andreas Pfandler et al.10 citations
Ranking-Based Semantics for Sets of Attacking Arguments ↗Bruno Yun, Srdjan Vesic A, Madalina Croitoru A10 citations
Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness ↗Huijie Feng, Chunpeng Wu, Guoyang Chen et al.10 citations
Restricted Domains of Dichotomous Preferences with Possibly Incomplete Information ↗Zoi Terzopoulou, Alexander Karpov, Svetlana Obraztsova10 citations
Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation ↗Alexander Levine, Soheil Feizi10 citations
SPSTracker: Sub-Peak Suppression of Response Map for Robust Object Tracking ↗Qintao Hu, Lijun Zhou, Xiaoxiao Wang et al.10 citations
Side Information Dependence as a Regularizer for Analyzing Human Brain Conditions across Cognitive Experiments ↗Shuo Zhou, Wenwen Li, Christopher Richard Cox et al.10 citations
The HSIC Bottleneck: Deep Learning without Back-Propagation ↗Wan-Duo Kurt Ma, John P. Lewis, Willem Bastiaan Kleijn10 citations
The Unreasonable Effectiveness of Inverse Reinforcement Learning in Advancing Cancer Research ↗John Kalantari, Heidi Nelson, Nicholas Chia10 citations
UCF-STAR: A Large Scale Still Image Dataset for Understanding Human Actions ↗Marjaneh Safaei, Pooyan Balouchian, Hassan Foroosh10 citations
URNet: User-Resizable Residual Networks with Conditional Gating Module ↗Sangho Lee, Simyung Chang, Nojun Kwak10 citations
Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces ↗Takamasa Okudono, Masaki Waga, Taro Sekiyama et al.10 citations
A Framework for Engineering Human/Agent Teaming Systems ↗Rick Evertsz, John Thangarajah9 citations
A MaxSAT-Based Framework for Group Testing ↗Lorenzo Ciampiconi, Bishwamittra Ghosh, Jonathan Scarlett et al.9 citations
ALOHA: Artificial Learning of Human Attributes for Dialogue Agents ↗Aaron W. Li, Veronica Jiang, Steven Y. Feng et al.9 citations
An Efficient Explorative Sampling Considering the Generative Boundaries of Deep Generative Neural Networks ↗Giyoung Jeon, Haedong Jeong, Jaesik Choi9 citations
Beyond the Grounding Bottleneck: Datalog Techniques for Inference in Probabilistic Logic Programs ↗Efthymia Tsamoura, Víctor Gutiérrez-Basulto, Angelika Kimmig9 citations
CFGNN: Cross Flow Graph Neural Networks for Question Answering on Complex Tables ↗Xuanyu Zhang9 citations
Can Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer! ↗Cláudia Schulz, Damir Juric9 citations
Capsule Routing via Variational Bayes ↗Fabio De Sousa Ribeiro, Georgios Leontidis, Stefanos Kollias9 citations
Capturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding ↗Zhixing Tian, Yuanzhe Zhang, Xinwei Feng et al.9 citations
Conditional Generative Neural Decoding with Structured CNN Feature Prediction ↗Changde Du, Changying Du, Lijie Huang et al.9 citations
Contiguous Cake Cutting: Hardness Results and Approximation Algorithms ↗Paul W. Goldberg, Alexandros Hollender, Warut Suksompong9 citations
Convergence of Opinion Diffusion is PSPACE-Complete ↗Dmitry V. Chistikov, Grzegorz Lisowski, Mike Paterson et al.9 citations
D2D-LSTM: LSTM-Based Path Prediction of Content Diffusion Tree in Device-to-Device Social Networks ↗Heng Zhang, Xiaofei Wang, Jiawen Chen et al.9 citations
Defending with Shared Resources on a Network ↗Minming Li, Long Tran-Thanh, Xiaowei Wu9 citations
Dynamic Control of Probabilistic Simple Temporal Networks ↗Michael Gao, Lindsay Popowski, Jim Boerkoel9 citations
EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response ↗Sarah Masud Preum, Sile Shu, Homa Alemzadeh et al.9 citations
Enhancing Natural Language Inference Using New and Expanded Training Data Sets and New Learning Models ↗Arindam Mitra, Ishan Shrivastava, Chitta R. Baral9 citations
Favorite-Candidate Voting for Eliminating the Least Popular Candidate in a Metric Space ↗Xujin Chen, Minming Li, Chenhao Wang9 citations
Fixed-Horizon Temporal Difference Methods for Stable Reinforcement Learning ↗Kristopher De Asis, Alan Chan, Silviu Pitis et al.9 citations
Forgetting an Argument ↗Ringo Baumann, Dov M. Gabbay, Odinaldo Rodrigues9 citations
GDFace: Gated Deformation for Multi-View Face Image Synthesis ↗Xuemiao Xu, Keke Li, Cheng Xu et al.9 citations
Gradient Method for Continuous Influence Maximization with Budget-Saving Considerations ↗Wei Chen, Weizhong Zhang, Haoyu Zhao9 citations
Hidden Trigger Backdoor Attacks ↗Aniruddha Saha, Akshayvarun Subramanya, Hamed Pirsiavash9 citations
Hypernym Detection Using Strict Partial Order Networks ↗Sarthak Dash, Md. Faisal Mahbub Chowdhury, Alfio Gliozzo et al.9 citations
Image-Adaptive GAN Based Reconstruction ↗Shady Abu-Hussein, Tom Tirer, Raja Giryes9 citations
Improved Algorithms for Conservative Exploration in Bandits ↗Evrard Garcelon, Mohammad Ghavamzadeh, Alessandro Lazaric et al.9 citations
Instance-Wise Dynamic Sensor Selection for Human Activity Recognition ↗Xiaodong Yang, Yiqiang Chen, Hanchao Yu et al.9 citations
Invariant Representations through Adversarial Forgetting ↗Ayush Jaiswal, Daniel Moyer, Greg Ver Steeg et al.9 citations
Keyphrase Generation for Scientific Articles Using GANs (Student Abstract) ↗Avinash Swaminathan, Raj Kuwar Gupta, Haimin Zhang et al.9 citations
Learning Student Networks with Few Data ↗Shumin Kong, Tianyu Guo, Shan You et al.9 citations
Learning with Unsure Responses ↗Kunihiro Takeoka, Yuyang Dong, Masafumi Oyamada9 citations
Leveraging BERT with Mixup for Sentence Classification (Student Abstract) ↗Amit Jindal, Dwaraknath Gnaneshwar, Ramit Sawhney et al.9 citations
Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning ↗Tianyi Wang, Yating Zhang, Xiaozhong Liu et al.9 citations
Model-Based Diagnosis with Uncertain Observations ↗Dean Cazes, Meir Kalech9 citations
Open Domain Event Text Generation ↗Zihao Fu, Lidong Bing, Wai Pang Lam9 citations
Optimal Attack against Autoregressive Models by Manipulating the Environment ↗Yiding Chen, Xiaojin Zhu9 citations
Preserving Ordinal Consensus: Towards Feature Selection for Unlabeled Data ↗Jun Feng Guo, Heng Chang, Wenwu Zhu9 citations
Privacy Enhanced Multimodal Neural Representations for Emotion Recognition ↗Mimansa Jaiswal, Emily Mower Provost9 citations
Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization ↗Wanli Shi, Bin Gu, Xiang Li et al.9 citations
Question-Driven Purchasing Propensity Analysis for Recommendation ↗Long Chen, Ziyu Guan, Qibin Xu et al.9 citations
Scalable Methods for Computing State Similarity in Deterministic Markov Decision Processes ↗Pablo Samuel Castro9 citations
Spatial-Temporal Gaussian Scale Mixture Modeling for Foreground Estimation ↗Qian Ning, Weisheng Dong, Fangfang Wu et al.9 citations
Temporal Pyramid Recurrent Neural Network ↗Qianli Ma, Zhenxi Lin, Enhuan Chen et al.9 citations
Understanding the Disharmony between Weight Normalization Family and Weight Decay ↗Xiang Li, Shuo Chen, Jian Xin Yang9 citations
A Knowledge Transfer Framework for Differentially Private Sparse Learning ↗Lingxiao Wang, Quanquan Gu8 citations
A New Burrows Wheeler Transform Markov Distance ↗Edward Raff, Charles Nicholas, Mark McLean8 citations
A Recurrent Model for Collective Entity Linking with Adaptive Features ↗Xiaoling Zhou, Yukai Miao, Wei Wang et al.8 citations
An Annotated Corpus of Reference Resolution for Interpreting Common GroundingTakuma Udagawa, Akiko Aizawa8 citations · our summary
An Automatic Shoplifting Detection from Surveillance Videos (Student Abstract) ↗U-Ju Gim, Jaejun Lee, Jeong-Hun Kim et al.8 citations
An Objective for Hierarchical Clustering in Euclidean Space and Its Connection to Bisecting K-means ↗Yuyan Wang, Benjamin Moseley8 citations
Approval-Based Apportionment ↗Markus Brill, Paul Gölz, Dominik Peters et al.8 citations
Beyond Trees: Analysis and Convergence of Belief Propagation in Graphs with Multiple Cycles ↗Roie Zivan, Omer Lev, Rotem Galiki8 citations
Biologically Inspired Sleep Algorithm for Reducing Catastrophic Forgetting in Neural Networks ↗Timothy Tadros, Giri P. Krishnan, Ramyaa Ramyaa et al.8 citations
Bridging Maximum Likelihood and Adversarial Learning via α-Divergence ↗Miaoyun Zhao, Yulai Cong, Shuyang Dai et al.8 citations
COBRA: Context-Aware Bernoulli Neural Networks for Reputation Assessment ↗Leonit Zeynalvand, Tie Luo, Jie Zhang8 citations

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📰 Proceedings of the AAAI Conference on Artificial Intelligence 2020: all accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2020: all accepted papers