Causal Inference

Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder AAAI 2021 Counterfactual Generative Networks ICLR 2021 Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction CoNLL 2021 Counterfactual Invariance to Spurious Correlations in Text Classification NeurIPS 2021 Counterfactual Maximum Likelihood Estimation for Training Deep Networks NeurIPS 2021 Counterfactual Representation Learning with Balancing Weights AISTATS 2021 Counterfactual VQA: A Cause-Effect Look at Language Bias CVPR 2021 Counterfactual Zero-Shot and Open-Set Visual Recognition CVPR 2021 Cross-document Event Identity via Dense Annotation CoNLL 2021 Cumulants of Hawkes Processes are Robust to Observation Noise ICML 2021 DAGSurv: Directed Ayclic Graph Based Survival Analysis Using Deep Neural Networks ACML 2021 Debiasing Concept-based Explanations with Causal Analysis ICLR 2021 De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention ACL 2021 De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation ACL 2021 Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation NeurIPS 2021 Defining the Semantics of Abstract Argumentation Frameworks through Logic Programs and Partial Stable Models (Extended Abstract) IJCAI 2021 Dependency in DAG models with hidden variables UAI 2021 Dependent Multi-Task Learning with Causal Intervention for Image Captioning IJCAI 2021 Designing Transportable Experiments Under S-admissability AISTATS 2021 Detecting Alzheimer’s Disease Using Interactional and Acoustic Features from Spontaneous Speech Interspeech 2021 Detecting Contact-Induced Semantic Shifts: What Can Embedding-Based Methods Do in Practice? EMNLP 2021 Detecting Human-Object Relationships in Videos ICCV 2021 Dethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract) AAAI 2021 DiBS: Differentiable Bayesian Structure Learning NeurIPS 2021 Differentiable Causal Discovery Under Unmeasured Confounding AISTATS 2021