Towards Causal Relationship in Indefinite Data: Baseline Model and New
Datasets

Towards Causal Relationship in Indefinite Data: Baseline Model and New Datasets

16 January 2024

Papers citing "Towards Causal Relationship in Indefinite Data: Baseline Model and New Datasets"

19 / 19 papers shown

Title
SSL Framework for Causal Inconsistency between Structures and Representations Hang Chen Xinyu Yang Keqing Du Wenya Wang 81 2 0 03 Jan 2025
High Fidelity Image Counterfactuals with Probabilistic Causal Models Fabio De Sousa Ribeiro Tian Xia M. Monteiro Nick Pawlowski Ben Glocker DiffM 73 37 0 27 Jun 2023
Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting Shayan Shirahmad Gale Bagi Zahra Gharaee Oliver Schulte Mark Crowley OODD OOD 55 13 0 17 Feb 2023
Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering Yang Liu Guanbin Li Liang Lin LRM 79 83 0 26 Jul 2022
Amortized Inference for Causal Structure Learning Lars Lorch Scott Sussex Jonas Rothfuss Andreas Krause Bernhard Schölkopf CML 76 65 0 25 May 2022
Discovering Invariant Rationales for Graph Neural Networks Yingmin Wu Xiang Wang An Zhang Xiangnan He Tat-Seng Chua OOD AI4CE 151 231 0 30 Jan 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 738 9,267 0 28 Jan 2022
Weakly-Supervised Video Object Grounding via Causal Intervention Wei Wang Junyu Gao Changsheng Xu CML 70 20 0 01 Dec 2021
Causal affect prediction model using a facial image sequence Geesung Oh Euiseok Jeong Sejoon Lim CVBM 51 12 0 08 Jul 2021
Causal Hidden Markov Model for Time Series Disease Forecasting Jing Li Botong Wu Xinwei Sun Yizhou Wang CML OOD 42 26 0 30 Mar 2021
Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data Sindy Löwe David Madras R. Zemel Max Welling CML BDL AI4TS 90 131 0 18 Jun 2020
Gradient-Based Neural DAG Learning Sébastien Lachapelle P. Brouillard T. Deleu Simon Lacoste-Julien BDL CML 50 273 0 05 Jun 2019
DAG-GNN: DAG Structure Learning with Graph Neural Networks Yue Yu Jie Chen Tian Gao Mo Yu BDL CML GNN 67 485 0 22 Apr 2019
Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings Zhaoning Li Qi Li Xiaotian Zou Jiangtao Ren 30 119 0 16 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 115 2,957 0 26 Mar 2019
Causal Discovery from Heterogeneous/Nonstationary Data with Independent Changes Erdun Gao Kun Zhang Jiji Zhang Joseph Ramsey Ruben Sanchez-Romero Clark Glymour Bernhard Schölkopf 52 224 0 05 Mar 2019
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 140 1,716 0 02 Nov 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 426 20,089 0 30 Oct 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 219 7,989 0 22 May 2017