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counterfactual

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Showing 801–850 of 2765 papers

TitleStatusHype
Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business ProcessesCode0
Mitigating attribute amplification in counterfactual image generation—0
Counterfactual contrastive learning: robust representations via causal image synthesisCode1
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment—0
Identity-aware Dual-constraint Network for Cloth-Changing Person Re-identification—0
Fast Inference of Removal-Based Node InfluenceCode0
Imputation of Counterfactual Outcomes when the Errors are Predictable—0
People Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior: Insights from Cognitive Science for Explainable AICode0
Action Reimagined: Text-to-Pose Video Editing for Dynamic Human Actions—0
Counterfactual Reasoning with Knowledge Graph EmbeddingsCode0
Structure Your Data: Towards Semantic Graph CounterfactualsCode0
Robust Emotion Recognition in Context Debiasing—0
Towards Multimodal Sentiment Analysis Debiasing via Bias Purification—0
WatChat: Explaining perplexing programs by debugging mental modelsCode0
RL-CFR: Improving Action Abstraction for Imperfect Information Extensive-Form Games with Reinforcement Learning—0
Why Online Reinforcement Learning is Causal—0
Sample size planning for conditional counterfactual mean estimation with a K-armed randomized experiment—0
RouteExplainer: An Explanation Framework for Vehicle Routing ProblemCode1
Verified Training for Counterfactual Explanation Robustness under Data Shift—0
Causal Prototype-inspired Contrast Adaptation for Unsupervised Domain Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery—0
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door AdjustmentCode0
From Noise to Signal: Unveiling Treatment Effects from Digital Health Data through Pharmacology-Informed Neural-SDE—0
Doubly Abductive Counterfactual Inference for Text-based Image EditingCode1
GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional ConnectivityCode0
Self-Supervised Representation Learning with Meta Comprehensive Regularization—0
A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual ExplanationsCode0
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal InferenceCode0
Even-Ifs From If-Onlys: Are the Best Semi-Factual Explanations Found Using Counterfactuals As Guides?Code0
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised LearningCode1
Longitudinal Counterfactuals: Constraints and Opportunities—0
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems—0
AKEW: Assessing Knowledge Editing in the WildCode0
Decompose-and-Compose: A Compositional Approach to Mitigating Spurious CorrelationCode0
Applications of 0-1 Neural Networks in Prescription and Prediction—0
How to Understand "Support"? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding—0
Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect EstimatorsCode0
Cause and Effect: Can Large Language Models Truly Understand Causality?—0
Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic ResponseCode0
Repeated Contracting with Multiple Non-Myopic Agents: Policy Regret and Limited Liability—0
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations—0
Introducing User Feedback-based Counterfactual Explanations (UFCE)Code0
Impact of Physical Activity on Quality of Life During Pregnancy: A Causal ML Approach—0
Unmasking Dementia Detection by Masking Input Gradients: A JSM Approach to Model Interpretability and Precision—0
Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models—0
Counterfactual Generation with Identifiability GuaranteesCode0
Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented CalibrationCode0
On the Arrow of Inference—0
Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models—0
Reimagining Anomalies: What If Anomalies Were Normal?—0
Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought ReasoningCode1
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