Generalization Bounds For Unsupervised and Semi-Supervised Learning With Autoencoders

4 February 2019

Papers citing "Generalization Bounds For Unsupervised and Semi-Supervised Learning With Autoencoders"

8 / 8 papers shown

Title
uaMix-MAE: Efficient Tuning of Pretrained Audio Transformers with Unsupervised Audio Mixtures Afrina Tabassum Dung N. Tran Trung D. Q. Dang Ismini Lourentzou K. Koishida 50 0 0 14 Mar 2024
Unsupervised Optimisation of GNNs for Node Clustering Will Leeney Ryan McConville 37 0 0 12 Feb 2024
CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders A. Fuller K. Millard James R. Green 29 60 0 01 Nov 2023
Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget Johannes Lehner Benedikt Alkin Andreas Fürst Elisabeth Rumetshofer Lukas Miklautz Sepp Hochreiter 29 18 0 20 Apr 2023
Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning Mayee F. Chen Daniel Y. Fu A. Narayan Michael Zhang Zhao Song Kayvon Fatahalian Christopher Ré SSL 32 48 0 15 Apr 2022
On PAC-Bayesian reconstruction guarantees for VAEs Badr-Eddine Chérief-Abdellatif Yuyang Shi Arnaud Doucet Benjamin Guedj DRL 53 17 0 23 Feb 2022
Unsupervised learning of anomalous diffusion data Gorka Muñoz-Gil Guillem Guigo i Corominas M. Lewenstein DiffM 25 17 0 07 Aug 2021
Target-Embedding Autoencoders for Supervised Representation Learning Daniel Jarrett M. Schaar OOD 16 15 0 23 Jan 2020