Stationary MMD Points for Cubature.
CoRR, May, 2025
Nested Expectations with Kernel Quadrature.
CoRR, February, 2025
(De)-regularized Maximum Mean Discrepancy Gradient Flow.
CoRR, 2024
Conditional Bayesian Quadrature.
Proceedings of the Uncertainty in Artificial Intelligence, 2024
Conformal Counterfactual Inference under Hidden Confounding.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
PanoViT: Vision Transformer for Room Layout Estimation from a Single Panoramic Image.
CoRR, 2022
Tractable Function-Space Variational Inference in Bayesian Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Probabilistic Bilevel Coreset Selection.
Proceedings of the International Conference on Machine Learning, 2022
Adv-Depth: Self-Supervised Monocular Depth Estimation With an Adversarial Loss.
IEEE Signal Process. Lett., 2021
Distortion-Aware Monocular Depth Estimation for Omnidirectional Images.
IEEE Signal Process. Lett., 2021
Efficient Neural Network Training via Forward and Backward Propagation Sparsification.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021