| Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images | Jun 23, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Using machine learning techniques to predict hospital admission at the emergency department | Jun 23, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Feature Attributions and Counterfactual Explanations Can Be Manipulated | Jun 23, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Not all users are the same: Providing personalized explanations for sequential decision making problems | Jun 23, 2021 | AllClustering | —Unverified | 0 |
| Games in the Time of COVID-19: Promoting Mechanism Design for Pandemic Response | Jun 23, 2021 | Decision Making | —Unverified | 0 |
| IQ-Learn: Inverse soft-Q Learning for Imitation | Jun 23, 2021 | Atari GamesContinuous Control | CodeCode Available | 1 |
| Machine learning for risk assessment in gender-based crime | Jun 22, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Algorithmic Recourse in Partially and Fully Confounded Settings Through Bounding Counterfactual Effects | Jun 22, 2021 | counterfactualDecision Making | —Unverified | 0 |
| Trust It or Not: Confidence-Guided Automatic Radiology Report Generation | Jun 21, 2021 | Decision MakingImage Captioning | —Unverified | 0 |
| Decadal Forecasts with ResDMD: a Residual DMD Neural Network | Jun 21, 2021 | Decision Making | —Unverified | 0 |
| More Causes Less Effect: Destructive Interference in Decision Making | Jun 20, 2021 | Decision Making | —Unverified | 0 |
| Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia for Human Personality Profiling | Jun 20, 2021 | Decision Making | —Unverified | 0 |
| VLN BERT: A Recurrent Vision-and-Language BERT for Navigation | Jun 19, 2021 | Decision MakingDecoder | —Unverified | 0 |
| Tree-Like Decision Distillation | Jun 19, 2021 | Decision MakingKnowledge Distillation | —Unverified | 0 |
| High-level Features for Resource Economy and Fast Learning in Skill Transfer | Jun 18, 2021 | Decision Making | —Unverified | 0 |
| Goal-Directed Planning by Reinforcement Learning and Active Inference | Jun 18, 2021 | Bayesian InferenceDecision Making | —Unverified | 0 |
| NoiseGrad: Enhancing Explanations by Introducing Stochasticity to Model Weights | Jun 18, 2021 | Decision Making | CodeCode Available | 1 |
| Evaluating the Robustness of Bayesian Neural Networks Against Different Types of Attacks | Jun 17, 2021 | Decision Makingimage-classification | —Unverified | 0 |
| Importance measures derived from random forests: characterisation and extension | Jun 17, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Robust Model-based Face Reconstruction through Weakly-Supervised Outlier Segmentation | Jun 17, 2021 | 3D Face ReconstructionDecision Making | CodeCode Available | 1 |
| A Fair and Ethical Healthcare Artificial Intelligence System for Monitoring Driver Behavior and Preventing Road Accidents | Jun 16, 2021 | Decision MakingEthics | —Unverified | 0 |
| Probabilistic DAG Search | Jun 16, 2021 | Decision Makingfeature selection | —Unverified | 0 |
| Predictive Modeling of Hospital Readmission: Challenges and Solutions | Jun 16, 2021 | Decision MakingPrediction | —Unverified | 0 |
| Lorenz System State Stability Identification using Neural Networks | Jun 16, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Toward Affective XAI: Facial Affect Analysis for Understanding Explainable Human-AI Interactions | Jun 16, 2021 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| X-MAN: Explaining multiple sources of anomalies in video | Jun 16, 2021 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Robust Reinforcement Learning Under Minimax Regret for Green Security | Jun 15, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control | Jun 15, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Online Learning with Uncertain Feedback Graphs | Jun 15, 2021 | Decision Making | —Unverified | 0 |
| Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response Systems | Jun 15, 2021 | Decision MakingManagement | CodeCode Available | 0 |
| Interpretable Self-supervised Multi-task Learning for COVID-19 Information Retrieval and Extraction | Jun 15, 2021 | ArticlesDecision Making | —Unverified | 0 |
| Bandit Modeling of Map Selection in Counter-Strike: Global Offensive | Jun 14, 2021 | Decision Making | —Unverified | 0 |
| Controlling Neural Networks with Rule Representations | Jun 14, 2021 | Decision Making | CodeCode Available | 1 |
| Decision making under uncertainty for deploying battery storage as a non-wire alternative in distribution networks | Jun 14, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Variational Causal Networks: Approximate Bayesian Inference over Causal Structures | Jun 14, 2021 | Bayesian InferenceCausal Inference | CodeCode Available | 1 |
| Security Analysis of Camera-LiDAR Fusion Against Black-Box Attacks on Autonomous Vehicles | Jun 13, 2021 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Post-hoc loss-calibration for Bayesian neural networks | Jun 13, 2021 | Decision MakingDiversity | —Unverified | 0 |
| Quantifying the Conceptual Error in Dimensionality Reduction | Jun 12, 2021 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| Explaining the Deep Natural Language Processing by Mining Textual Interpretable Features | Jun 12, 2021 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| DeepMMSA: A Novel Multimodal Deep Learning Method for Non-small Cell Lung Cancer Survival Analysis | Jun 12, 2021 | Decision MakingMultimodal Deep Learning | —Unverified | 0 |
| A3C-S: Automated Agent Accelerator Co-Search towards Efficient Deep Reinforcement Learning | Jun 11, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning to Play General-Sum Games Against Multiple Boundedly Rational Agents | Jun 10, 2021 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| A modular framework for object-based saccadic decisions in dynamic scenes | Jun 10, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Thompson Sampling with a Mixture Prior | Jun 10, 2021 | Decision MakingMulti-Task Learning | —Unverified | 0 |
| Fast and More Powerful Selective Inference for Sparse High-order Interaction Model | Jun 9, 2021 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Cooperative Online Learning with Feedback Graphs | Jun 9, 2021 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback | Jun 9, 2021 | Decision MakingScheduling | —Unverified | 0 |
| Geospatial Reasoning with Shapefiles for Supporting Policy Decisions | Jun 9, 2021 | Decision Making | —Unverified | 0 |
| Information Avoidance and Overvaluation in Sequential Decision Making under Epistemic Constraints | Jun 9, 2021 | Decision MakingManagement | —Unverified | 0 |
| Recommending Multiple Criteria Decision Analysis Methods with A New Taxonomy-based Decision Support System | Jun 8, 2021 | Decision Making | —Unverified | 0 |