 Learning Optimal Features via Partial InvarianceAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Causal Balancing for Domain GeneralizationInternational Conference on Learning Representations (ICLR), 2022 |
 Out-of-distribution Generalization in the Presence of Nuisance-Induced
Spurious CorrelationsInternational Conference on Learning Representations (ICLR), 2021 |
 Improved and efficient inter-vehicle distance estimation using road
gradients of both ego and target vehiclesInternational Conference on Autonomic and Autonomous Systems (ICAAS), 2021 |
 Domain Generalization: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |
 Regularizing towards Causal Invariance: Linear Models with ProxiesInternational Conference on Machine Learning (ICML), 2021 |
 Model-Based Domain GeneralizationNeural Information Processing Systems (NeurIPS), 2021 |
