Weakly Supervised Representation Learning with Sparse Perturbations

von Ahuja, Kartik
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 21 of 50 (2023)

CAN SUBNETWORK STRUCTURE BE THE KEY TO OUT-OF-DISTRIBUTION GENERALIZATION?

von ZHANG, DINGHUAI
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 16 of 16 (2022)

CONDITIONALLY INDEPENDENT DATA GENERATION

von Ahuja, Kartik
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (37. : 2021 : Online) 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) ; Part 3 of 3 (2022)

Adversarial Feature Desensitization

von Bashivan, Pouya
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 13 of 36 (2022)

Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization

von Ahuja, Kartik
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 5 of 36 (2022)