De-biasing generative models using counterfactual methods S Bhat, J Jiang, O Pooladzandi, G Pottie arXiv preprint arXiv:2207.01575, 2022 | 6 | 2022 |
Towards Composable Distributions of Latent Space Augmentations O Pooladzandi, J Jiang, S Bhat, G Pottie arXiv preprint arXiv:2303.03462, 2023 | 1 | 2023 |
Causal Structural Hypothesis Testing and Data Generation Models SG Bhat, O Pooladzandi, J Jiang, G Pottie NeurIPS 2022 Workshop on Synthetic Data for Empowering ML Research, 0 | 1* | |
PureEBM: Universal Poison Purification via Mid-Run Dynamics of Energy-Based Models O Pooladzandi, J Jiang, S Bhat, G Pottie arXiv preprint arXiv:2405.19376, 2024 | | 2024 |
PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics S Bhat, J Jiang, O Pooladzandi, A Branch, G Pottie arXiv preprint arXiv:2405.18627, 2024 | | 2024 |
Robust Modeling through Causal Priors and Data Purification in Machine Learning SG Bhat UCLA, 2024 | | 2024 |
Causal Structural Hypothesis Testing and Data Generation Models J Jiang, O Pooladzandi, S Bhat, G Pottie arXiv preprint arXiv:2210.11275, 2022 | | 2022 |
Min Kao Autonomous Robot Tour Guide AJ Toth, SG Bhat, CA Treadway, AS Abdelwahed, SC Leach | | 2017 |
Speaker Verification W2021 214A Project S Bhat, P Chan | | |
Parallel Double Cart Pole 239AS Project Report S2021 S Gessow, S Bhat, YC Hung, V Gyuloglyan | | |