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TitleStatusHype
BiasEdit: Debiasing Stereotyped Language Models via Model EditingCode1
POPGym Arcade: Parallel Pixelated POMDPsCode1
RobustX: Robust Counterfactual Explanations Made EasyCode1
Reevaluating Policy Gradient Methods for Imperfect-Information GamesCode1
Explaining 3D Computed Tomography Classifiers with CounterfactualsCode1
RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval DefectsCode1
Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal RecommendationsCode1
MECD+: Unlocking Event-Level Causal Graph Discovery for Video ReasoningCode1
FedCFA: Alleviating Simpson's Paradox in Model Aggregation with Counterfactual Federated LearningCode1
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNACode1
Language Models as Causal Effect GeneratorsCode1
Gumbel Counterfactual Generation From Language ModelsCode1
BIFRÖST: 3D-Aware Image compositing with Language InstructionsCode1
Reflection-Bench: probing AI intelligence with reflectionCode1
Counterfactual Generative Modeling with Variational Causal InferenceCode1
TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAECode1
Counterfactual Causal Inference in Natural Language with Large Language ModelsCode1
Entering Real Social World! Benchmarking the Social Intelligence of Large Language Models from a First-person PerspectiveCode1
Refining Counterfactual Explanations With Joint-Distribution-Informed Shapley Towards Actionable MinimalityCode1
Vinoground: Scrutinizing LMMs over Dense Temporal Reasoning with Short VideosCode1
Explainable Earth Surface Forecasting under Extreme EventsCode1
Counterfactual Token Generation in Large Language ModelsCode1
Robust image representations with counterfactual contrastive learningCode1
Enhancing RL Safety with Counterfactual LLM ReasoningCode1
Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modelingCode1
Explainable AI for computational pathology identifies model limitations and tissue biomarkersCode1
Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD DetectionCode1
See or Guess: Counterfactually Regularized Image CaptioningCode1
GPU-Accelerated Counterfactual Regret MinimizationCode1
GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language ModelsCode1
Deep Generative Classification of Blood Cell MorphologyCode1
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion AutoencoderCode1
Through the Looking Glass, and what Horn Clause Programs Found ThereCode1
Modality-Balanced Learning for Multimedia RecommendationCode1
MiranDa: Mimicking the Learning Processes of Human Doctors to Achieve Causal Inference for Medication RecommendationCode1
Rethinking Fair Graph Neural Networks from Re-balancingCode1
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent CommunitiesCode1
CELLO: Causal Evaluation of Large Vision-Language ModelsCode1
IG2: Integrated Gradient on Iterative Gradient Path for Feature AttributionCode1
VLind-Bench: Measuring Language Priors in Large Vision-Language ModelsCode1
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in VideosCode1
Causal Estimation of Memorisation ProfilesCode1
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question AnsweringCode1
Multi-Aspect Controllable Text Generation with Disentangled Counterfactual AugmentationCode1
Causal Action Influence Aware Counterfactual Data AugmentationCode1
CausalConceptTS: Causal Attributions for Time Series Classification using High Fidelity Diffusion ModelsCode1
Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic ModelsCode1
Graph Neural Networks for Vulnerability Detection: A Counterfactual ExplanationCode1
Minimizing Weighted Counterfactual Regret with Optimistic Online Mirror DescentCode1
Disentangling ID and Modality Effects for Session-based RecommendationCode1
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