← Keywords

causal inference

1619 papers

Explore in graph

Also known as

ITE IDA SCM CI CATE

Co-occurring keywords

causal discovery (459) structural causal model (182) treatment effect (134) graphical model (863) counterfactual reasoning (224) representation learning (6174) observational datum (109) domain generalization (1517) causal effect (107) causal graph (137)

Papers

CaM-Gen: Causally Aware Metric-Guided Text Generation ACL 2022
Partial Counterfactual Identification from Observational and Experimental Data ICML 2022
Interactive rank testing by betting CLEAR 2022
C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image CVPR 2022
Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction AAAI 2022
From Actions to Programs as Abstract Actual Causes AAAI 2022
Causal Transformer for Estimating Counterfactual Outcomes ICML 2022
Contextual Debiasing for Visual Recognition With Causal Mechanisms CVPR 2022
Visual Abductive Reasoning CVPR 2022
EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval CVPR 2022
Bayesian Inference and Partial Identification in Multi-Treatment Causal Inference with Unobserved Confounding AISTATS 2022
Show, Deconfound and Tell: Image Captioning With Causal Inference CVPR 2022
Partial disentanglement for domain adaptation ICML 2022
Disentangling Whether from When in a Neural Mixture Cure Model for Failure Time Data AISTATS 2022
Variance Minimization in the Wasserstein Space for Invariant Causal Prediction AISTATS 2022
Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge AISTATS 2022
Causally motivated shortcut removal using auxiliary labels AISTATS 2022
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings MIDL 2022
De-Bias for Generative Extraction in Unified NER Task ACL 2022
Debiasing Event Understanding for Visual Commonsense Tasks ACL 2022
CausalQA: A Benchmark for Causal Question Answering COLING 2022
Neural score matching for high-dimensional causal inference AISTATS 2022
Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation NIPS 2022
Temporally Disentangled Representation Learning NIPS 2022
Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure NIPS 2022