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counterfactual

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TitleStatusHype
Vinoground: Scrutinizing LMMs over Dense Temporal Reasoning with Short VideosCode1
Reasoning Elicitation in Language Models via Counterfactual Feedback—0
Explainable Earth Surface Forecasting under Extreme EventsCode1
Learning Personalized Treatment Decisions in Precision Medicine: Disentangling Treatment Assignment Bias in Counterfactual Outcome Prediction and Biomarker IdentificationCode0
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"Code2
What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless SystemsCode0
Mitigating Propensity Bias of Large Language Models for Recommender Systems—0
Ads Supply Personalization via Doubly Robust Learning—0
Counterfactual Evaluation of Ads Ranking Models through Domain Adaptation—0
Good Data Is All Imitation Learning Needs—0
CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning—0
Topic-aware Causal Intervention for Counterfactual Detection—0
Linking in Style: Understanding learned features in deep learning modelsCode0
Counterfactual Token Generation in Large Language ModelsCode1
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting FrameworkCode0
SocialCircle+: Learning the Angle-based Conditioned Interaction Representation for Pedestrian Trajectory PredictionCode2
Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading ComprehensionCode0
Mining Causality: AI-Assisted Search for Instrumental Variables—0
Reference Points, Risk-Taking Behavior, and Competitive Outcomes in Sequential Settings—0
Counterfactual Explanations for Clustering Models—0
The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual ExplanationsCode0
DifFaiRec: Generative Fair Recommender with Conditional Diffusion Model—0
SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness CalibrationCode0
THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language ModelsCode0
Offline Reinforcement Learning for Learning to Dispatch for Job Shop SchedulingCode0
Robust image representations with counterfactual contrastive learningCode1
SFR-RAG: Towards Contextually Faithful LLMs—0
Enhancing RL Safety with Counterfactual LLM ReasoningCode1
Structural counterfactual analysis in macroeconomics: theory and inference—0
A Simpler Alternative to Variational Regularized Counterfactual Risk Minimization—0
Proximal Ranking Policy Optimization for Practical Safety in Counterfactual Learning to Rank—0
On the limits of agency in agent-based modelsCode4
TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations for Time-Series Classification—0
Interactive Counterfactual Exploration of Algorithmic Harms in Recommender Systems—0
Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modelingCode1
Latent 3D Brain MRI Counterfactual—0
CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact DisentanglementCode0
Debiasing Text Safety Classifiers through a Fairness-Aware EnsembleCode0
Explainable AI for computational pathology identifies model limitations and tissue biomarkersCode1
Distribution Regression Difference-In-Differences—0
Counterfactual Fairness by Combining Factual and Counterfactual PredictionsCode0
Price effects and pass-through of a VAT increase on restaurants in Germany: causal evidence for the first months and a mega sports event—0
Assessing the Impact of Upselling in Online Fantasy Sports—0
A Counterfactual Explanation Framework for Retrieval Models—0
Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD DetectionCode1
See or Guess: Counterfactually Regularized Image CaptioningCode1
Measuring the Reliability of Causal Probing Methods: Tradeoffs, Limitations, and the Plight of Nullifying Interventions—0
Ensuring Equitable Financial Decisions: Leveraging Counterfactual Fairness and Deep Learning for Bias—0
Evaluating Stability of Unreflective Alignment—0
Using LLMs for Explaining Sets of Counterfactual Examples to Final UsersCode0
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