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

1,863 papers · page 14 of 19 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2020

Conquering the CNN Over-Parameterization Dilemma: A Volterra Filtering Approach for Action Recognition ↗Siddharth Roheda, Hamid Krim6 citations
Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach ↗Jun Wang, Hefu Zhang, Qi Liu et al.6 citations
Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data ↗Kyoung-Woon On, Eun-Sol Kim, Yu‐Jung Heo et al.6 citations
DRAGON-V: Detection and Recognition of Airplane Goals with Navigational Visualization ↗Christabel Wayllace, Sunwoo Ha, Yuchen Han et al.6 citations
Deep Bayesian Nonparametric Learning of Rules and Plans from Demonstrations with a Learned Automaton Prior ↗Brandon Araki, Kiran Vodrahalli, Thomas Leech et al.6 citations
Developments in Multi-Agent Fair Allocation ↗Haris Aziz6 citations
Differentiable Grammars for Videos ↗AJ Piergiovanni, Anelia Angelova, Michael S. Ryoo6 citations
Discovery News: A Generic Framework for Financial News Recommendation ↗Chong Wang, Lisa Kim, Grace Bang et al.6 citations
Efficient Algorithms for Generating Provably Near-Optimal Cluster Descriptors for Explainability ↗Prathyush Sambaturu, Aparna Gupta, Ian A. K. Davidson et al.6 citations
Electing Successive Committees: Complexity and Algorithms ↗Robert Bredereck, Andrzej Kaczmarczyk, Rolf Niedermeier6 citations
Embedding Compression with Isotropic Iterative Quantization ↗Siyu Liao, Jie Chen, Yanzhi Wang et al.6 citations
Empirical Bounds on Linear Regions of Deep Rectifier Networks ↗Thiago Serra, Srikumar Ramalingam6 citations
End-to-End Bootstrapping Neural Network for Entity Set Expansion ↗Lingyong Yan, Xianpei Han, Ben He et al.6 citations
Expectation-Aware Planning: A Unifying Framework for Synthesizing and Executing Self-Explaining Plans for Human-Aware Planning ↗Sarath Sreedharan, Tathagata Chakraborti, Christian Muise et al.6 citations
FPETS: Fully Parallel End-to-End Text-to-Speech System ↗Dabiao Ma, Zhiba Su, Wenxuan Wang et al.6 citations
Fair Procedures for Fair Stable Marriage Outcomes ↗Nikolaos Tziavelis, Ioannis G. Giannakopoulos, Rune Quist Johansen et al.6 citations
HLHLp: Quantized Neural Networks Training for Reaching Flat Minima in Loss Surface ↗Sungho Shin, Jin-Hwan Park, Yoonho Boo et al.6 citations
Hierarchical Attention Network with Pairwise Loss for Chinese Zero Pronoun Resolution ↗Peiqin Lin, Meng Yang6 citations
Hierarchical Knowledge Squeezed Adversarial Network Compression ↗Peng Li, Chang Shu, Yuan Xie et al.6 citations
How Machine Learning Is Improving U.S. Navy Customer Support ↗Michael Powell, Jamison A Rotz, Kevin Dermit O'Malley6 citations
Improved PAC-Bayesian Bounds for Linear Regression ↗Vera Shalaeva, Alireza Fakhrizadeh Esfahani, Pascal Germain et al.6 citations
Improving Policies via Search in Cooperative Partially Observable Games ↗Adam K. Lerer, Hengyuan Hu, Jakob Foerster et al.6 citations
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks ↗Pavan Kapanipathi, Veronika Thost, Siva Sankalp Patel et al.6 citations
Iterative Delegations in Liquid Democracy with Restricted Preferences ↗Bruno Escoffier, Hugo Gilbert, Adèle Pass-Lanneau6 citations
LGML: Logic Guided Machine Learning (Student Abstract) ↗Joseph Scott, Maysum Panju, Vijay Ganesh6 citations
Learning Multi-Level Dependencies for Robust Word Recognition ↗Zhiwei Wang, Hui Liu, Jiliang Tang et al.6 citations
Learning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments ↗Lyujian Lu, Saad Elbeleidy, Lauren Zoe Baker et al.6 citations
Learning Weighted Model Integration Distributions ↗Paolo Morettin, Samuel Kolb, Stefano Teso et al.6 citations
Learning to Auto Weight: Entirely Data-Driven and Highly Efficient Weighting Framework ↗Zhenmao Li, Yichao Wu, Ken Chen et al.6 citations
Learning to Crawl ↗Utkarsh Upadhyay, Róbert Busa‐Fekete, Wojciech Kotłowski et al.6 citations
Learning to Follow Directions in Street View ↗Karl Moritz Hermann, Mateusz Malinowski, Piotr Mirowski et al.6 citations
Let's Learn Their Language? A Case for Planning with Automata-Network Languages from Model Checking ↗Jörg Hoffmann, Holger Hermanns, Michaela Klauck et al.6 citations
Linguistic Fingerprints of Internet Censorship: The Case of Sina Weibo ↗Kei Yin Ng, Anna Feldman, Jing Peng6 citations
Localize, Assemble, and Predicate: Contextual Object Proposal Embedding for Visual Relation Detection ↗Ruihai Wu, Kehan Xu, Chenchen Liu et al.6 citations
Model Checking Temporal Epistemic Logic under Bounded Recall ↗Francesco Belardinelli, Alessio R. Lomuscio, Emily Yu6 citations
Model and Reinforcement Learning for Markov Games with Risk Preferences ↗Wenjie Huang, Viet Hai Pham, William B. Haskell6 citations
Monolingual Transfer Learning via Bilingual Translators for Style-Sensitive Paraphrase Generation ↗Tomoyuki Kajiwara, Biwa Miura, Yuki Arase6 citations
Multi-Point Semantic Representation for Intent Classification ↗Jinghan Zhang, Yuxiao Ye, Yue Zhang et al.6 citations
Multi-Question Learning for Visual Question Answering ↗Chenyi Lei, Lei Wu, Dong Liu et al.6 citations
New Efficient Multi-Spike Learning for Fast Processing and Robust Learning ↗Shenglan Li, Qiang Yu6 citations
Object-Oriented Dynamics Learning through Multi-Level Abstraction ↗Guangxiang Zhu, Jianhao Wang, Zhizhou Ren et al.6 citations
Online Evaluation of Audiences for Targeted Advertising via Bandit Experiments ↗Tong Geng, Xiliang Lin, Harikesh S. Nair6 citations
Optimal Margin Distribution Learning in Dynamic Environments ↗Teng Zhang, Peng Zhao, Hai Jin6 citations
Policy Search by Target Distribution Learning for Continuous Control ↗Chuheng Zhang, Yuanqi Li, Jian Li6 citations
Reinforcement Learning with Non-Markovian Rewards ↗Maor Gaon, Ronen I. Brafman6 citations
Revisiting Online Quantum State Learning ↗Feidiao Yang, Jiaqing Jiang, Jialin Zhang et al.6 citations
Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract) ↗Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang et al.6 citations
Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold ↗Shengxi Li, Zeyang Yu, Min Xiang et al.6 citations
Stochastic Online Learning with Probabilistic Graph Feedback ↗Shuai Li, Wei Chen, Zheng Wen et al.6 citations
Strategyproof Mechanisms for Friends and Enemies Games ↗Michele Flammini, Bojana Kodric, Giovanna Varricchio6 citations
Task and Motion Planning Is PSPACE-Complete ↗William Vega-Brown, Nicholas Roy6 citations
TemPEST: Soft Template-Based Personalized EDM Subject Generation through Collaborative Summarization ↗Yu-Hsiu Chen, Pin‐Yu Chen, Hong-Han Shuai et al.6 citations
The Effectiveness of Peer Prediction in Long-Term Forecasting ↗Debmalya Mandal, Radanović Goran, David Parkes6 citations
The St. Petersburg Paradox: A Fresh Algorithmic Perspective ↗Ardavan Salehi Nobandegani, Thomas R. Shultz6 citations
The Surprising Power of Hiding Information in Facility Location ↗Safwan Hossain, Evi Micha, Nisarg Shah6 citations
Towards Minimal Supervision BERT-Based Grammar Error Correction (Student Abstract) ↗Yiyuan Li, Antonios Anastasopoulos, Alan W. Black6 citations
Translation-Based Matching Adversarial Network for Cross-Lingual Natural Language Inference ↗Kunxun Qi, Jianfeng Du6 citations
What Is It You Really Want of Me? Generalized Reward Learning with Biased Beliefs about Domain Dynamics ↗Ze Gong, Yu Zhang6 citations
A Cardinal Improvement to Pseudo-Boolean Solving ↗Jan Elffers, Jakob Nordström5 citations
A Simultaneous Discover-Identify Approach to Causal Inference in Linear Models ↗Chi Zhang, Bryant Chen, Judea Pearl5 citations
A System for Medical Information Extraction and Verification from Unstructured Text ↗Damir Juric, Giorgos Stoilos, André Melo et al.5 citations
Accelerating Ranking in E-Commerce Search Engines through Contextual Factor Selection ↗Anxiang Zeng, Han Yu, Qing Da et al.5 citations
Adapting to Smoothness: A More Universal Algorithm for Online Convex Optimization ↗Guanghui Wang, Shiyin Lu, Yao Hu et al.5 citations
Causally Denoise Word Embeddings Using Half-Sibling Regression ↗Zekun Yang, Tianlin Liu5 citations
Commonsense Knowledge Base Completion with Structural and Semantic Context ↗Chaitanya Malaviya, Chandra Bhagavatula, Antoine Bosselut et al.5 citations
Computing Superior Counter-Examples for Conformant Planning ↗Xiaodi Zhang, Alban Grastien, Enrico Scala5 citations
DNNs as Layers of Cooperating Classifiers ↗Marelie Hattingh Davel, Marthinus Wilhelmus Theunissen, Arnold Pretorius et al.5 citations
Deep Message Passing on Sets ↗Yifeng Shi, Junier B. Oliva, Marc Niethammer5 citations
DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets ↗Yonghyun Jeong, Hyun‐Jin Choi, Byoungjip Kim et al.5 citations
Detecting Semantic Anomalies ↗Faruk Ahmed, Aaron C. Courville5 citations
Distill BERT to Traditional Models in Chinese Machine Reading Comprehension (Student Abstract) ↗Xingkai Ren, Ronghua Shi, Fangfang Li5 citations
Dynamic Sampling Network for Semantic Segmentation ↗Bin Fu, Junjun He, Zhengfu Zhang et al.5 citations
ESAS: Towards Practical and Explainable Short Answer Scoring (Student Abstract) ↗Palak Goenka, Mehak Piplani, Ramit Sawhney et al.5 citations
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization ↗Wataru Hirota, Yoshihiko Suhara, Behzad Golshan et al.5 citations
Experimental Design for Optimization of Orthogonal Projection Pursuit Models ↗Mojmír Mutný, Johannes Kirschner, Andreas Krause5 citations
Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition ↗Yiyi Zhang, Li Niu, Ziqi Pan et al.5 citations
Exponential Family Graph Embeddings ↗Abdulkadir Çelikkanat, Fragkiskos D. Malliaros5 citations
Fatigue-Aware Bandits for Dependent Click Models ↗Junyu Cao, Wei Sun, Zuo‐Jun Max Shen et al.5 citations
Feature Variance Regularization: A Simple Way to Improve the Generalizability of Neural Networks ↗Ranran Huang, Hanbo Sun, Ji Liu et al.5 citations
Fragmentation Coagulation Based Mixed Membership Stochastic Blockmodel ↗Yu Zheng, Xuhui Fan, Marcin Pietrasik et al.5 citations
Fully Convolutional Network for Consistent Voxel-Wise Correspondence ↗Yungeng Zhang, Yuru Pei, Yuke Guo et al.5 citations
Generating Engaging Promotional Videos for E-commerce Platforms (Student Abstract) ↗Chang Liu, Han Yu, Dong Yi et al.5 citations
Generating Well-Formed Answers by Machine Reading with Stochastic Selector Networks ↗Bin Bi, Chen Wu, Ming Yan et al.5 citations
Gradient Boosts the Approximate Vanishing Ideal ↗Hiroshi Kera, Yoshihiko Hasegawa5 citations
Graph-Based Decoding Model for Functional Alignment of Unaligned fMRI Data ↗Weida Li, Mingxia Liu, Fang Chen et al.5 citations
Guiding CDCL SAT Search via Random Exploration amid Conflict Depression ↗Md Solimul Chowdhury, Martin Müller, Jia You5 citations
I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance (Student Abstract) ↗Qi Yang, Aleksandr Farseev, Filchenkov Andrey5 citations
Implicit Coordination Using FOND Planning ↗Thorsten Engesser, Tim Miller5 citations
Incremental Symmetry Breaking Constraints for Graph Search Problems ↗Avraham Itzhakov, Michael Codish5 citations
Indirect Stochastic Gradient Quantization and Its Application in Distributed Deep Learning ↗Afshin Abdi, Faramarz Fekri5 citations
Interactive Learning with Proactive Cognition Enhancement for Crowd Workers ↗Jing Zhang, Huihui Helen Wang, Shunmei Meng et al.5 citations
Interactive Neural Network: Leveraging Part-of-Speech Window for Aspect Term Extraction (Student Abstract) ↗Da Yin, Xiuyu Wu, Baobao Chang5 citations
Interpretable and Differentially Private Predictions ↗Frederik Harder, Matthias Bauer, Mijung Park5 citations
IntroVNMT: An Introspective Model for Variational Neural Machine Translation ↗Xin Sheng, Linli Xu, Junliang Guo et al.5 citations
Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns ↗YooJung Choi, Golnoosh Farnadi, Behrouz Babaki et al.5 citations
Learning to Interactively Learn and Assist ↗Mark P. Woodward, Chelsea Finn, Karol Hausman5 citations
Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation ↗Xiaocheng Feng, Yawei Sun, Bing Qin et al.5 citations
Manipulating Districts to Win Elections: Fine-Grained Complexity ↗Eduard Eiben, Fedor V. Fomin, Fahad Panolan et al.5 citations
Minecraft as a Platform for Project-Based Learning in AI ↗Sameer Kumar Singh5 citations
Multi-Channel Convolutional Neural Networks with Adversarial Training for Few-Shot Relation Classification (Student Abstract) ↗Yuxiang Xie, Hua Xu, Congcong Yang et al.5 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