Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations

von HaoChen, Jeff Z.
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 35 of 50 (2023)

Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss

von HaoChen, Jeff Z.
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 7 of 36 (2022)

Amortized Proximal Optimization

von Bae, Juhan
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 12 of 50 (2023)

Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation

von Shen, Kendrick
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 24 of 33 (2023)