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Causal Inference

3310 directly classified papers

Papers per year

Papers

A Causal Framework for Decomposing Spurious Variations NIPS 2023
Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data NIPS 2023
Sharp Bounds for Generalized Causal Sensitivity Analysis NIPS 2023
Structure Learning with Adaptive Random Neighborhood Informed MCMC NIPS 2023
Causal Discovery from Subsampled Time Series with Proxy Variables NIPS 2023
Disentangled Wasserstein Autoencoder for T-Cell Receptor Engineering NIPS 2023
Directed Graphical Models and Causal Discovery for Zero-Inflated Data CLEAR 2023
Neural Microfacet Fields for Inverse Rendering ICCV 2023
Multiply Robust Federated Estimation of Targeted Average Treatment Effects NIPS 2023
Robust Causal Graph Representation Learning against Confounding Effects AAAI 2023
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective NIPS 2023
Generalizing Clinical Trials with Convex Hulls CLEAR 2023
Causal-DFQ: Causality Guided Data-Free Network Quantization ICCV 2023
iDAG: Invariant DAG Searching for Domain Generalization ICCV 2023
GeoFill: Reference-Based Image Inpainting With Better Geometric Understanding WACV 2023
Neural Implicit Representations for Physical Parameter Inference From a Single Video WACV 2023
Surface Normal Estimation From Optimized and Distributed Light Sources Using DNN-Based Photometric Stereo WACV 2023
Interventional Rationalization EMNLP 2023
Characterizing and Verifying Scientific Claims: Qualitative Causal Structure is All You Need EMNLP 2023
Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion EMNLP 2023
CR-COPEC: Causal Rationale of Corporate Performance Changes to learn from Financial Reports EMNLP 2023
Where are We in Event-centric Emotion Analysis? Bridging Emotion Role Labeling and Appraisal-based Approaches EMNLP 2023
VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights EMNLP 2023
Do Differences in Values Influence Disagreements in Online Discussions? EMNLP 2023
NewsSense: Reference-free Verification via Cross-document Comparison EMNLP 2023