front-door adjustment

BiomedCCPL: Causal Conditional Prompt Learning for Biomedical Vision-Language Models CVPR 2026 Progressive Cross-Modal Causal Intervention for Long-Term Action Recognition CVPR 2026 Towards Ultrasound-based Reliable Disease Diagnosis Using Causal Inference AAAI 2026 Algorithmic syntactic causal identification CLeaR 2025 Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment AAAI 2025 CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation ICCV 2025 From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs ACL 2025 Towards Precise Embodied Dialogue Localization via Causality Guided Diffusion CVPR 2025 When Open-Vocabulary Visual Question Answering Meets Causal Adapter: Benchmark and Approach AAAI 2025 CaMIL: Causal Multiple Instance Learning for Whole Slide Image Classification AAAI 2024 Causal ATTention Multiple Instance Learning for Whole Slide Image Classification ACML 2024 Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder ICLR 2024 Causality Based Front-door Defense Against Backdoor Attack on Language Models ICML 2024 Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment AAAI 2024 CausVSR: Causality Inspired Visual Sentiment Recognition IJCAI 2024 Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs AAAI 2024 MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NeurIPS 2024 Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective NeurIPS 2024 Unified Covariate Adjustment for Causal Inference NeurIPS 2024 Adjustment and Alignment for Unbiased Open Set Domain Adaptation CVPR 2023 A Neural Mean Embedding Approach for Back-door and Front-door Adjustment ICLR 2023 Backdoor Defense via Deconfounded Representation Learning CVPR 2023 Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment NeurIPS 2023 Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge NeurIPS 2023 Knowledge Proxy Intervention for Deconfounded Video Question Answering ICCV 2023