Deep Multi-Modal Structural Equations For Causal Effect Estimation With
Unstructured Proxies

Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies

18 March 2022

Shachi Deshpande

Dhruv Sreenivas

Volodymyr Kuleshov

Papers citing "Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies"

11 / 11 papers shown

Title
Causal Prompt Calibration Guided Segment Anything Model for Open-Vocabulary Multi-Entity Segmentation Wenwen Qiang Jianqi Zhang Jingyao Wang Changwen Zheng VLM 37 0 0 10 May 2025
Recovering Latent Confounders from High-dimensional Proxy Variables Nathan Mankovich Homer Durand Emiliano Díaz Gherardo Varando Gustau Camps-Valls 22 0 0 21 Mar 2024
Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors Wasu Top Piriyakulkij Yingheng Wang Volodymyr Kuleshov DiffM 37 1 0 05 Jan 2024
Diffusion Models With Learned Adaptive Noise S. Sahoo Aaron Gokaslan Christopher De Sa Volodymyr Kuleshov DiffM 34 8 0 20 Dec 2023
ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation Yangyi Chen Xingyao Wang Manling Li Derek Hoiem Heng Ji 30 11 0 22 Nov 2023
Calibrated and Conformal Propensity Scores for Causal Effect Estimation Shachi Deshpande Volodymyr Kuleshov CML 16 1 0 01 Jun 2023
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources Suraj Rajendran Weishen Pan M. Sabuncu Yong Chen Jiayu Zhou Fei Wang 54 14 0 10 May 2023
Estimating Causal Effects using a Multi-task Deep Ensemble Ziyang Jiang Zhuoran Hou Yi-Ling Liu Yiman Ren Keyu Li David Carlson CML 24 6 0 26 Jan 2023
Deep Causal Learning: Representation, Discovery and Inference Zizhen Deng Xiaolong Zheng Hu Tian D. Zeng CML BDL 36 11 0 07 Nov 2022
Towards Principled Causal Effect Estimation by Deep Identifiable Models Pengzhou (Abel) Wu Kenji Fukumizu BDL OOD CML 27 3 0 30 Sep 2021
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 229 719 0 12 May 2016