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TitleStatusHype
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment AnalysisCode1
Shift in house price estimates during COVID-19 reveals effect of crisis on collective speculation—0
Learning Counterfactually Invariant PredictorsCode1
Alterfactual Explanations -- The Relevance of Irrelevance for Explaining AI Systems—0
CA-SpaceNet: Counterfactual Analysis for 6D Pose Estimation in SpaceCode1
Outcome-Guided Counterfactuals for Reinforcement Learning Agents from a Jointly Trained Generative Latent Space—0
CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGANCode1
Reinforced Path Reasoning for Counterfactual Explainable RecommendationCode1
A Query-Optimal Algorithm for Finding Counterfactuals—0
Hindsight Learning for MDPs with Exogenous InputsCode0
Causal Conceptions of Fairness and their Consequences—0
On the Relationship Between Counterfactual Explainer and Recommender—0
SCouT: Synthetic Counterfactuals via Spatiotemporal Transformers for Actionable Healthcare—0
BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval—0
CoSIm: Commonsense Reasoning for Counterfactual Scene ImaginationCode1
PoseGU: 3D Human Pose Estimation with Novel Human Pose Generator and Unbiased Learning—0
Device-Cloud Collaborative Recommendation via Meta Controller—0
Evaluating Human-like Explanations for Robot Actions in Reinforcement Learning Scenarios—0
Towards Counterfactual Image Manipulation via CLIPCode1
Robust Counterfactual Explanations for Tree-Based Ensembles—0
De-Biasing Generative Models using Counterfactual Methods—0
Counterfactually Measuring and Eliminating Social Bias in Vision-Language Pre-training ModelsCode0
Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning—0
The (de)biasing effect of GAN-based augmentation methods on skin lesion imagesCode1
Flexible text generation for counterfactual fairness probing—0
Reaching the End of Unbiasedness: Uncovering Implicit Limitations of Click-Based Learning to Rank—0
Intelligent Request Strategy Design in Recommender System—0
Explanation-based Counterfactual Retraining(XCR): A Calibration Method for Black-box Models—0
PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement LearningCode0
Plug and Play Counterfactual Text Generation for Model Robustness—0
Policy Learning with Asymmetric Counterfactual Utilities—0
Model-Based Imitation Learning Using Entropy Regularization of Model and Policy—0
Interpretable Deep Causal Learning for Moderation Effects—0
A Symbolic Approach for Counterfactual Explanations—0
The Power of Regularization in Solving Extensive-Form Games—0
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential EquationsCode1
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective—0
A Constructive GAN-based Approach to Exact Estimate Treatment Effect without Matching—0
Memory-Based Model Editing at ScaleCode1
Ask to Know More: Generating Counterfactual Explanations for Fake ClaimsCode1
Explaining Image Classifiers Using Contrastive Counterfactuals in Generative Latent Spaces—0
XAudit : A Theoretical Look at Auditing with Explanations—0
Comprehensive Fair Meta-learned Recommender SystemCode0
ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate RegretCode1
GRETEL: A unified framework for Graph Counterfactual Explanation EvaluationCode1
Improving Model Understanding and Trust with Counterfactual Explanations of Model Confidence—0
Sequential Counterfactual Decision-Making Under Confounded Reward—0
Use-Case-Grounded Simulations for Explanation Evaluation—0
Estimating the Effect of Team Hitting Strategies Using Counterfactual Virtual Simulation in Baseball—0
Estimating counterfactual treatment outcomes over time in complex multiagent scenarios—0
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