Contrastive Learning Inverts the Data Generating Process

Contrastive Learning Inverts the Data Generating Process

17 February 2021

Roland S. Zimmermann

Steffen Schneider

Matthias Bethge

Wieland Brendel

Papers citing "Contrastive Learning Inverts the Data Generating Process"

4 / 4 papers shown

Title
Platonic Grounding for Efficient Multimodal Language Models Moulik Choraria Xinbo Wu Akhil Bhimaraju Nitesh Sekhar Yue Wu Xu Zhang Prateek Singhal L. Varshney 44 52 0 27 Apr 2025
Negate or Embrace: On How Misalignment Shapes Multimodal Representation Learning Yichao Cai Yuhang Liu Erdun Gao T. Jiang Zhen Zhang Anton van den Hengel J. Shi 34 0 0 14 Apr 2025
Weakly-Supervised Disentanglement Without Compromises Francesco Locatello Ben Poole Gunnar Rätsch Bernhard Schölkopf Olivier Bachem Michael Tschannen CoGe OOD DRL 146 280 0 07 Feb 2020
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 163 269 0 25 Jan 2020