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

1,863 papers · page 17 of 19 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2020

Improving Semantic Parsing Using Statistical Word Sense Disambiguation (Student Abstract) ↗Ritwik Bose, Siddharth Vashishtha, James F. Allen2 citations
Improving the Robustness of Wasserstein Embedding by Adversarial PAC-Bayesian Learning ↗Daizong Ding, Mi Zhang, Xudong Pan et al.2 citations
Infinite ShapeOdds: Nonparametric Bayesian Models for Shape Representations ↗Wei W. Xing, Shireen Elhabian, Robert M. Kirby et al.2 citations
Infinity Learning: Learning Markov Chains from Aggregate Steady-State Observations ↗Jianfei Gao, Mohamed A. Zahran, Amit Sheoran et al.2 citations
Iterative Learning for Reliable Underwater Link Adaptation (Student Abstract) ↗JungHun Byun, Yong-Ho Cho, Taeho Im et al.2 citations
LearnIt: On-Demand Rapid Customization for Event-Event Relation Extraction ↗Bonan Min, Manaj Srivastava, Haoling Qiu et al.2 citations
Learning End-to-End Scene Flow by Distilling Single Tasks Knowledge ↗Filippo Aleotti, Matteo Poggi, Fabio Tosi et al.2 citations
Learning Higher-Order Programs through Predicate Invention ↗Andrew Cropper, Rolf Morel, Stephen Muggleton2 citations
Light Multi-Segment Activation for Model Compression ↗Zhenhui Xu, Guolin Ke, Jia Zhang et al.2 citations
Link Prediction between Group Entities in Knowledge Graphs (Student Abstract) ↗Jialin Su, Yuanzhuo Wang, Xiaolong Jin et al.2 citations
Logics for Sizes with Union or Intersection ↗Caleb Kisby, Saúl A. Blanco, Alex Kruckman et al.2 citations
Mask & Focus: Conversation Modelling by Learning Concepts ↗Gaurav Shankar Pandey, Dinesh Raghu, Sachindra Joshi2 citations
Message Passing Attention Networks for Document Understanding ↗Giannis Nikolentzos, Antoine J.‐P. Tixier, Michalis Vazirgiannis2 citations
Model AI Assignments 2020 ↗Todd William Neller, Stephen Keeley, Michael Guerzhoy et al.2 citations
Modeling Probabilistic Commitments for Maintenance Is Inherently Harder than for Achievement ↗Qi Zhang, Edmund H. Durfee, Satinder Pal Singh2 citations
Modelling Sentence Pairs via Reinforcement Learning: An Actor-Critic Approach to Learn the Irrelevant Words ↗Mahtab Ahmed, Robert E. Mercer2 citations
Modelling a Conversational Agent with Complex Emotional Intelligence ↗Billal Belainine, Fatiha Sadat, Hakim Lounis2 citations
Modelling and Solving Online Optimisation Problems ↗Alexander Ek, María García de la Banda, Andreas Schutt et al.2 citations
Multi-Agent Pattern Formation with Deep Reinforcement Learning (Student Abstract) ↗Elhadji Amadou Oury Diallo, Toshiharu Sugawara2 citations
Multi-Agent/Robot Deep Reinforcement Learning with Macro-Actions (Student Abstract) ↗Yuchen Xiao, Joshua Hoffman, Tian Xia et al.2 citations
Multi-Speaker Video Dialog with Frame-Level Temporal Localization ↗Qiang Wang, Jiang Pin, Zhiyi Guo et al.2 citations
Novel Is Not Always Better: On the Relation between Novelty and Dominance Pruning ↗Joschka Groß, Álvaro Torralba, Maximilian Fickert2 citations
ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems ↗Philippe Wenk, Gabriele Abbati, Michael A. Osborne et al.2 citations
On the Problem of Covering a 3-D Terrain ↗Eduard Eiben, Isuru S. Godage, Iyad A. Kanj et al.2 citations
People Do Not Just Plan,They Plan to Plan ↗Mark K. Ho, David Lynn Abel, Jonathan D. Cohen et al.2 citations
Preventing Arbitrage from Collusion When Eliciting Probabilities ↗Rupert Freeman, David M. Pennock, Dominik Peters et al.2 citations
Probabilistic Super Resolution for Mineral Spectroscopy ↗Alberto Candela, David Ray Thompson, David S. Wettergreen et al.2 citations
PulseSatellite: A Tool Using Human-AI Feedback Loops for Satellite Image Analysis in Humanitarian Contexts ↗Tomaz Logar, Joseph Aylett-Bullock, Edoardo Nemni et al.2 citations
Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise ↗Albert Akhriev, Jakub Mareček, Andrea Simonetto2 citations
Query Answering with Guarded Existential Rules under Stable Model Semantics ↗Hai Wan, Guohui Xiao, Chenglin Wang et al.2 citations
Query-Driven Multi-Instance Learning ↗Yen‐Chi Hsu, Cheng-Yao Hong, Ming‐Sui Lee et al.2 citations
Ranking and Rating Rankings and Ratings ↗Jingyan Wang, Nihar B. Shah2 citations
Refining Tournament Solutions via Margin of Victory ↗Markus Brill, Ulrike Schmidt-Kraepelin, Warut Suksompong2 citations
Regret Minimisation in Multi-Armed Bandits Using Bounded Arm Memory ↗Arghya Roy Chaudhuri, Shivaram Kalyanakrishnan2 citations
Reinforcement Learning When All Actions Are Not Always Available ↗Yash Chandak, Georgios Theocharous, Blossom Metevier et al.2 citations
Representing Closed Transformation Paths in Encoded Network Latent Space ↗Marissa Connor, Christopher J. Rozell2 citations
Sanity Checks for Saliency Metrics ↗Richard Tomsett, Daniel Harborne, Supriyo Chakraborty et al.2 citations
Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding ↗Oren Barkan, Noam Razin, Itzik Malkiel et al.2 citations
Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms ↗Xitong Zhang, He Zhu, Jiayu Zhou2 citations
Solving Sequential Text Classification as Board-Game Playing ↗Qian Chen, Fuli Feng, Lijie Wen et al.2 citations
Synthetic Depth Transfer for Monocular 3D Object Pose Estimation in the Wild ↗Yueying Kao, Weiming Li, Qiang Wang et al.2 citations
Task Scoping for Efficient Planning in Open Worlds (Student Abstract) ↗Nishanth Kumar, Michael Fishman, Natasha Danas et al.2 citations
Third-Person Imitation Learning via Image Difference and Variational Discriminator Bottleneck (Student Abstract) ↗Chong Wen Jiang, Zongzhang Zhang, Zixuan Chen et al.2 citations
Towards Accurate Low Bit-Width Quantization with Multiple Phase Adaptations ↗Zhaoyi Yan, Yemin Shi, Yaowei Wang et al.2 citations
Towards Consistent Variational Auto-Encoding (Student Abstract) ↗Yijing Liu, Shu‐Yu Lin, Ronald Clark2 citations
Travel Time Prediction on Un-Monitored Roads: A Spatial Factorization Machine Based Approach (Student Abstract) ↗LI Li-le, Wei Liu2 citations
Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology ↗Gözde Gül Şahin, Iryna Gurevych2 citations
Using Approximation within Constraint Programming to Solve the Parallel Machine Scheduling Problem with Additional Unit Resources ↗Arthur Godet, Xavier Lorca, Emmanuel Hébrard et al.2 citations
VECA: A Method for Detecting Overfitting in Neural Networks (Student Abstract) ↗Liangzhu Ge, Yuexian Hou, Yaju Jiang et al.2 citations
Verb Class Induction with Partial Supervision ↗Daniel Peterson, Susan Windisch Brown, Martha Stone Palmer2 citations
3D Shape Completion with Multi-View Consistent Inference ↗Tao Hu, Zhizhong Han, Matthias Zwicker1 citation
A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems ↗Moumita Choudhury, Saaduddin Mahmud, Md. Mosaddek Khan1 citation
Action Graphs for Goal Recognition Problems with Inaccurate Initial States (Student Abstract) ↗Helen Harman, Pieter Simoens1 citation
Active Learning in the Geometric Block Model ↗Eli Chien, Antonia Maria Tulino, Jaime Llorca1 citation
Adabot: Fault-Tolerant Java Decompiler (Student Abstract) ↗Zhiming Li, Qing Wu, Kun Qian1 citation
Aggregated Gradient Langevin Dynamics ↗Chao Zhang, Jiahao Xie, Zebang Shen et al.1 citation
Analysis of Parliamentary Debate Transcripts Using Community-Based Graphical Approaches (Student Abstract) ↗Anjali Bhavan, Mohit Sharma, Ramit Sawhney et al.1 citation
Answering Conjunctive Queries with Inequalities in DL-Liteℛ ↗Gianluca Cima, Maurizio Lenzerini B, Antonella Poggi1 citation
Associating Natural Language Comment and Source Code Entities ↗Sheena Panthaplackel, Milos Gligoric, Raymond J. Mooney et al.1 citation
Automatic Verification of Liveness Properties in the Situation Calculus ↗Jian Li, Yongmei Liu1 citation
BattleNet: Capturing Advantageous Battlefield in RTS Games (Student Abstract) ↗Donghyeon Lee, Man-Je Kim, Chang Wook Ahn1 citation
Bounding Regret in Empirical Games ↗Steven Jecmen, Arunesh Sinha, Zun Li et al.1 citation
Cakewalk Sampling ↗Uri Patish, Shimon Ullman1 citation
Cancer Treatment Classification with Electronic Medical Health Records (Student Abstract) ↗Jiaming Zeng, Imon Banerjee, Michael F. Gensheimer et al.1 citation
Coding in the Liberal Arts through Natural Language Processing and Machine Learning ↗Ursula Wolz, Jennifer Wilson1 citation
Combating False Negatives in Adversarial Imitation Learning (Student Abstract) ↗Konrad Żołna, Chitwan Saharia, Léonard Boussioux et al.1 citation
Constrained Self-Supervised Clustering for Discovering New Intents (Student Abstract) ↗Ting-En Lin, Hua Xu, Hanlei Zhang1 citation
Corpus Wide Argument Mining—A Working Solution ↗Liat Ein‐Dor, Eyal Shnarch, Lena Dankin et al.1 citation
Correcting Predictions for Approximate Bayesian Inference ↗Tomasz Kuśmierczyk, Joseph Sakaya, Arto Klami A1 citation
Deep Ranking for Style-Aware Room Recommendations (Student Abstract) ↗İlkay Yıldız, Esra Ataer-Cansızoğlu, Hantian Liu et al.1 citation
Determining the Possibility of Transfer Learning in Deep Reinforcement Learning Using Grad-CAM (Student Abstract) ↗Ho-Taek Joo, Kyung-Joong Kim1 citation
Deterministic Value-Policy Gradients ↗Qingpeng Cai, Ling Pan, Pingzhong Tang1 citation
Developing a Machine Learning Tool for Dynamic Cancer Treatment Strategies ↗Jiaming Zeng1 citation
Distance-Based Equilibria in Normal-Form Games ↗Erman Acar, Reshef Meir1 citation
Does Speech Enhancement of Publicly Available Data Help Build Robust Speech Recognition Systems? (Student Abstract) ↗Bhavya Ghai, Buvana Ramanan, Klaus D. Mueller1 citation
Efficiently Enumerating Substrings with Statistically Significant Frequencies of Locally Optimal Occurrences in Gigantic String ↗Atsuyoshi Nakamura, Ichigaku Takigawa, Hiroshi Mamitsuka1 citation
Embedding Convolution Neural Network-Based Defect Finder for Deployed Vision Inspector in Manufacturing Company Frontec ↗Kyoung Jun Lee, Jun Woo Kwon, Soo‐Hong Min et al.1 citation
Embedding High-Level Knowledge into DQNs to Learn Faster and More Safely ↗Zihang Gao, Fangzhen Lin, Yi Zhou et al.1 citation
Emergence of Writing Systems through Multi-Agent Cooperation (Student Abstract) ↗Shresth Verma, Joydip Dhar1 citation
Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA ↗Badri N. Patro, Anupriy, Vinay P. Namboodiri1 citation
FairyTED: A Fair Rating Predictor for TED Talk Data ↗Rupam Acharyya, Shouman Das, Ankani Chattoraj et al.1 citation
Functionality Discovery and Prediction of Physical Objects ↗Lei Ji, Botian Shi, Xianglin Guo et al.1 citation
Gamma-Nets: Generalizing Value Estimation over Timescale ↗Craig Sherstan, Shibhansh Dohare, James MacGlashan et al.1 citation
Generalize Sentence Representation with Self-Inference ↗Kai-Chou Yang, Hung‐Yu Kao1 citation
Generative Adversarial Imitation Learning from Failed Experiences (Student Abstract) ↗Jiacheng Zhu, Jiahao Lin, Meng Wang et al.1 citation
Guided Weak Supervision for Action Recognition with Scarce Data to Assess Skills of Children with Autism ↗Prashant Pandey, Prathosh AP, Manu Kohli et al.1 citation
HDK: Toward High-Performance Deep-Learning-Based Kirchhoff Analysis ↗Xinying Wang, Olamide Timothy Tawose, Feng Yan et al.1 citation
Harnessing GANs for Zero-Shot Learning of New Classes in Visual Speech Recognition ↗Yaman Kumar, Dhruva Sahrawat, Shubham Maheshwari et al.1 citation
Hierarchical Modes Exploring in Generative Adversarial Networks ↗Mengxiao Hu, Jinlong Li, HU Mao-lin et al.1 citation
How Should an Agent Practice? ↗Janarthanan Rajendran, Richard L. Lewis, Vivek Veeriah et al.1 citation
Human Synthesis and Scene Compositing ↗Mihai Zanfir, Elisabeta Oneaţă, Alin-Ionut Popa et al.1 citation
Identifiability from a Combination of Observations and Experiments ↗Sanghack Lee, Juan D. Correa, Elias Bareinboim1 citation
Incremental Multi-Domain Learning with Network Latent Tensor Factorization ↗Adrian Bulat, Jean Kossaifi, Georgios Tzimiropoulos et al.1 citation
Integrating Overlapping Datasets Using Bivariate Causal Discovery ↗Anish Dhir, Ciarán M. Lee1 citation
Iterative Data Programming for Expanding Text Classification Corpora ↗Neil Mallinar, Abhishek Shah, Tin Kam Ho et al.1 citation
Just Add Functions: A Neural-Symbolic Language Model ↗David Demeter, Doug Downey1 citation
LatRec: Recognizing Goals in Latent Space (Student Abstract) ↗Leonardo Amado, Felipe Rech Meneguzzi1 citation
Leakage-Robust Classifier via Mask-Enhanced Training (Student Abstract) ↗Damian Stachura, Christopher Galias, Konrad Żołna1 citation
Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees ↗Maria-Florina Balcan, Tüomas Sandholm, Ellen Vitercik1 citation
Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting ↗Ralph Abboud, İsmail İlkan Ceylan, Thomas Lukasiewicz1 citation

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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