Proceedings of the AAAI Conference on Artificial Intelligence 2022: all accepted papers
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- Mutual Understanding in Human-Machine Teaming ↗Rohan Paleja4 citations
- Neural Interferometry: Image Reconstruction from Astronomical Interferometers Using Transformer-Conditioned Neural Fields ↗Benjamin Wu, Chao Liu, Benjamin Eckart et al.4 citations
- Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video ↗Jinseok Bae, Ho‐Jun Jang, Cheol-Hui Min et al.4 citations
- On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations ↗Li-Chung Lin, Cheng-Hung Liu, Chih‐Ming Chen et al.4 citations
- Optimization for Classical Machine Learning Problems on the GPU ↗Sören Laue, Mark Blacher, Joachim Giesen4 citations
- Panini-Net: GAN Prior Based Degradation-Aware Feature Interpolation for Face Restoration ↗Yinhuai Wang, Yujie Hu, Jian Zhang4 citations
- Planning with Biological Neurons and Synapses ↗Francesco d’Amore, Daniel Mitropolsky, Pierluigi Crescenzi et al.4 citations
- Planning with Participation Constraints ↗Hanrui Zhang, Yu Cheng, Vincent Conitzer4 citations
- PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space ↗Shiyao Yan, Zequn Zhang, Xian Sun et al.4 citations
- Predicting the Influence of Fake and Real News Spreaders (Student Abstract) ↗Amy Zhang, Aaron Brookhouse, Daniel Hammer et al.4 citations
- Pretrained Cost Model for Distributed Constraint Optimization Problems ↗Yanchen Deng, Shufeng Kong, Bo An4 citations
- ReX: An Efficient Approach to Reducing Memory Cost in Image Classification ↗Xuwei Qian, Renlong Hang, Qingshan Liu4 citations
- Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms ↗Runpeng Yu, Hong Ping Zhu, Kaican Li et al.4 citations
- Reinforcement Learning Explainability via Model Transforms (Student Abstract) ↗Mira Finkelstein, Lucy Liu, Yoav Kolumbus et al.4 citations
- Reinforcement Learning for Datacenter Congestion Control ↗Chen Tessler, Yuval Shpigelman, Gal Dalal et al.4 citations
- SCIR-Net: Structured Color Image Representation Based 3D Object Detection Network from Point Clouds ↗Qingdong He, Hao Zeng, Yi Zeng et al.4 citations
- SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models ↗Zhen Lin, Lucas M. Glass, Michael Brandon Westover et al.4 citations
- Self-Supervised Enhancement of Latent Discovery in GANs ↗Adarsh Kappiyath, Silpa Vadakkeeveetil Sreelatha, S. Sumitra4 citations
- Semantic Feature Discovery with Code Mining and Semantic Type Detection ↗Kavitha Srinivas, Takaaki Tateishi, Daniel Karl I. Weidele et al.4 citations
- Sharp Analysis of Random Fourier Features in Classification ↗Li Zhu4 citations
- Smart Out-of-Home Advertising Using Artificial Intelligence and GIS Data ↗Nader Nader, Rafael Alexandrou, Iasonas Iasonas et al.4 citations
- Spectral DefocusCam: Compressive Hyperspectral Imaging from Defocus Measurements ↗Georgia Channing4 citations
- Split Moves for Monte-Carlo Tree Search ↗Jakub Kowalski, Maksymilian Mika, Wojciech Pawlik et al.4 citations
- TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning ↗Yuzhou Chen, Yuliya Marchetti, Elena Sizikova et al.4 citations
- The Complexity of Subelection Isomorphism Problems ↗Piotr Faliszewski, Krzysztof Sornat, Stanisław Szufa4 citations
- The Price of Selfishness: Conjunctive Query Entailment for ALCSelf Is 2EXPTIME-Hard ↗Bartosz Bednarczyk, Sebastian Rudolph4 citations
- Towards Debiasing DNN Models from Spurious Feature Influence ↗Mengnan Du, Ruixiang Tang, Weijie Fu et al.4 citations
- Towards Fully Sparse Training: Information Restoration with Spatial Similarity ↗Weixiang Xu, Xiangyu He, Ke Cheng et al.4 citations
- Truth-Tracking via Approval Voting: Size Matters ↗Tahar Allouche, Jérôme Lang, Florian Yger4 citations
- Unsupervised Learning of Compositional Scene Representations from Multiple Unspecified Viewpoints ↗Jinyang Yuan, Bin Li, Xiangyang Xue4 citations
- VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization ↗Minghui Chen, Wen Cheng, Feng Zheng et al.4 citations
- VeNAS: Versatile Negotiating Agent Strategy via Deep Reinforcement Learning (Student Abstract) ↗Toki Takahashi, Ryota Higa, Katsuhide Fujita et al.4 citations
- A Distributional Framework for Risk-Sensitive End-to-End Planning in Continuous MDPs ↗Noah Patton, Jihwan Jeong, Mike Gimelfarb et al.3 citations
- A Goal-Driven Natural Language Interface for Creating Application Integration Workflows ↗Michelle Brachman, Christopher Bygrave, Tathagata Chakraborti et al.3 citations
- A Simulation-Based Evaluation Framework for Interactive AI Systems and Its Application ↗Maeda F. Hanafi, Yannis Katsis, Martín Santillán Cooper et al.3 citations
- A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce ↗Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar et al.3 citations
- A* Search and Bound-Sensitive Heuristics for Oversubscription Planning ↗Michael Katz, Emil Keyder3 citations
- ALLURE: A Multi-Modal Guided Environment for Helping Children Learn to Solve a Rubik’s Cube with Automatic Solving and Interactive Explanations ↗Kausik Lakkaraju, Thahimum Hassan, Vedant Khandelwal et al.3 citations
- Accelerating COVID-19 Research with Graph Mining and Transformer-Based Learning ↗Ilya Tyagin, Ankit Kulshrestha, Justin Sybrandt et al.3 citations
- Adaptive Image-to-Video Scene Graph Generation via Knowledge Reasoning and Adversarial Learning ↗Jin Chen, Xiaofeng Ji, Xinxiao Wu3 citations
- Algorithmic Bayesian Persuasion with Combinatorial Actions ↗Kaito Fujii, Shinsaku Sakaue3 citations
- An Axiomatic Approach to Revising Preferences ↗Adrian Haret, Johannes Peter Wallner3 citations
- An Experimental Design Approach for Regret Minimization in Logistic Bandits ↗Blake Mason, Kwang-Sung Jun, Lalit Jain3 citations
- An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks ↗Haedong Jeong, Jiyeon Han, Jaesik Choi3 citations
- Balancing the Spread of Two Opinions in Sparse Social Networks (Student Abstract) ↗Dušan Knop, Šimon Schierreich, Ondřej Suchý3 citations
- Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms ↗Zheyuan Ryan Shi, Zhiwei Steven Wu, Rayid Ghani et al.3 citations
- Better Parameter-Free Stochastic Optimization with ODE Updates for Coin-Betting ↗Keyi Chen, John C. Langford, Francesco Orabona3 citations
- BigCQ: Generating a Synthetic Set of Competency Questions Formalized into SPARQL-OWL (Student Abstract) ↗Dawid Wiśniewski, Jędrzej Potoniec, Agnieszka Ławrynowicz3 citations
- Boosting Active Learning via Improving Test Performance ↗Tianyang Wang, Xingjian Li, Pengkun Yang et al.3 citations
- Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech ↗Gaoussou Youssouf Kebe, Luke E. Richards, Edward Raff et al.3 citations
- Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs ↗Chunpai Wang, Daniel B. Neill, Feng Chen3 citations
- Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding ↗Ibrahim Abdelaziz, Julian Dolby, Jamie Patricia McCusker et al.3 citations
- Choices Are Not Independent: Stackelberg Security Games with Nested Quantal Response Models ↗Tien Mai, Arunesh Sinha3 citations
- Classical Planning with Avoid Conditions ↗Marcel Steinmetz, Jörg Hoffmann, Alisa Kovtunova et al.3 citations
- Convergence and Optimality of Policy Gradient Methods in Weakly Smooth Settings ↗Matthew S. Zhang, Murat A. Erdogdu, Animesh Garg3 citations
- DPCD: Discrete Principal Coordinate Descent for Binary Variable Problems ↗Huan Xiong3 citations
- DevianceNet: Learning to Predict Deviance from a Large-Scale Geo-Tagged Dataset ↗Jin-Hwi Park, Young-Jae Park, Junoh Lee et al.3 citations
- Discovering Interpretable Data-to-Sequence Generators ↗Boris Wiegand, Dietrich Klakow, Jilles Vreeken3 citations
- Distributed Randomized Sketching Kernel Learning ↗Rong Yin, Yong Liu, Dan Meng3 citations
- Dynamic Manifold Learning for Land Deformation Forecasting ↗Fan Zhou, Rongfan Li, Qiang Gao et al.3 citations
- Efficient Algorithms for General Isotone Optimization ↗Xiwen Wang, Jiaxi Ying, José Vinícius de Miranda Cardoso et al.3 citations
- Efficient Encoding of Cost Optimal Delete-Free Planning as SAT ↗Masood Feyzbakhsh Rankooh, Jussi Rintanen3 citations
- Efficient Vertex-Oriented Polytopic Projection for Web-Scale Applications ↗Rohan Ramanath, S. Sathiya Keerthi, Yao Pan et al.3 citations
- Enhancing Counterfactual Classification Performance via Self-Training ↗Ruijiang Gao, Max Biggs, Wei Sun et al.3 citations
- Error-Based Knockoffs Inference for Controlled Feature Selection ↗Xuebin Zhao, Hong Chen, Yingjie Wang et al.3 citations
- Explainable and Local Correction of Classification Models Using Decision Trees ↗Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi et al.3 citations
- Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents ↗Keerthiram Murugesan, Subhajit Chaudhury, Kartik Talamadupula3 citations
- Facilitating Human-Wildlife Cohabitation through Conflict Prediction ↗Susobhan Ghosh, Pradeep Reddy Varakantham, Aniket Bhatkhande et al.3 citations
- Fast and Data Efficient Reinforcement Learning from Pixels via Non-parametric Value Approximation ↗Alexander Long, Alan Blair, Herke van Hoof3 citations
- Faster Algorithms for Weak Backdoors ↗Serge Gaspers, Andrew Kaploun3 citations
- Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs ↗Fanchen Bu, Dong Eui Chang3 citations
- First Order Rewritability in Ontology-Mediated Querying in Horn Description Logics ↗David Toman, Grant Weddell3 citations
- Formal Semantics and Formally Verified Validation for Temporal Planning ↗Mohammad Abdulaziz, Lukas Koller3 citations
- Formula Synthesis in Propositional Dynamic Logic with Shuffle ↗Sophie Pinchinat, Sasha Rubin, François Schwarzentruber3 citations
- From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables ↗Krtin Kumar, Peyman Passban, Mehdi Rezagholizadeh et al.3 citations
- Geotagging Social Media Posts to Landmarks Using Hierarchical BERT (Student Abstract) ↗Menglin Li, Kwan Hui Lim3 citations
- Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes ↗Guillermo Infante, Anders Jönsson, Vicenç Gómez3 citations
- Gradient Temporal Difference with Momentum: Stability and Convergence ↗Rohan Deb, Shalabh Bhatnagar3 citations
- Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning ↗Thilini Cooray, Ngai Man Cheung3 citations
- I AM A.I. Gradient Descent – an Open-Source Digital Game for Inquiry-Based CLIL Learning ↗Carina Geldhauser, Andreas Daniel Matt, Christian Stussak3 citations
- Incorporating Item Frequency for Differentially Private Set Union ↗Ricardo Silva Carvalho, Ke Wang, Lovedeep Gondara3 citations
- Inference and Learning with Model Uncertainty in Probabilistic Logic Programs ↗Victor Verreet, Vincent Derkinderen, Pedro Zuidberg Dos Martires et al.3 citations
- Language Modelling via Learning to Rank ↗Arvid Frydenlund, Gagandeep Singh, Frank Rudzicz3 citations
- Latent Space Simulation for Carbon Capture Design Optimization ↗Brian R. Bartoldson, Rui Wang, Yucheng Fu et al.3 citations
- Learning Large DAGs by Combining Continuous Optimization and Feedback Arc Set Heuristics ↗Pierre Gillot, Pekka Parviainen3 citations
- Learning Mixture of Domain-Specific Experts via Disentangled Factors for Autonomous Driving ↗Inhan Kim, Joonyeong Lee, Daijin Kim3 citations
- Learning Parameterized Task Structure for Generalization to Unseen Entities ↗Anthony Liu, Sungryull Sohn, Mahdi Qazwini et al.3 citations
- Learning V1 Simple Cells with Vector Representation of Local Content and Matrix Representation of Local Motion ↗Ruiqi Gao, Jianwen Xie, Siyuan Huang et al.3 citations
- Learning to Transfer with von Neumann Conditional Divergence ↗Ammar Shaker, Shujian Yu, Daniel Oñoro-Rubio3 citations
- Local Differential Privacy for Belief Functions ↗Qiyu Li, Chunlai Zhou, Biao Qin et al.3 citations
- Memotion Analysis through the Lens of Joint Embedding (Student Abstract) ↗Nethra Gunti, Sathyanarayanan Ramamoorthy, Parth Patwa et al.3 citations
- Multimodal Adversarially Learned Inference with Factorized Discriminators ↗Wenxue Chen, Jianke Zhu3 citations
- Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning ↗Xiangrui Cai, Jinsheng Tao, Shichao Wang et al.3 citations
- On Paraconsistent Belief Revision in LP ↗Nicolas Schwind, Sébastien Konieczny, Ramón Pino Pérez3 citations
- On Semantic Cognition, Inductive Generalization, and Language Models ↗Kanishka Misra3 citations
- On Testing for Discrimination Using Causal Models ↗Hana Chockler, Joseph Yehuda Halpern3 citations
- PESTO: Switching Point Based Dynamic and Relative Positional Encoding for Code-Mixed Languages (Student Abstract) ↗Mohsin Ali, Sai Teja Kandukuri, Sumanth Manduru et al.3 citations
- PaintTeR: Automatic Extraction of Text Spans for Generating Art-Centered Questions ↗Sujatha Das Gollapalli, See-Kiong Ng, Ying Kiat Tham et al.3 citations
- Partial Wasserstein Covering ↗Keisuke Kawano, Satoshi Koide, Keisuke Otaki3 citations
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