Reverse Engineering Self-Supervised Learning

24 May 2023

Papers citing "Reverse Engineering Self-Supervised Learning"

9 / 9 papers shown

Title
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Amin Karimi Monsefi Mengxi Zhou Nastaran Karimi Monsefi Ser-Nam Lim Wei-Lun Chao R. Ramnath 21 1 0 16 Sep 2024
DetailCLIP: Detail-Oriented CLIP for Fine-Grained Tasks Amin Karimi Monsefi Kishore Prakash Sailaja Ali Alilooee Ser-Nam Lim R. Ramnath VLM 25 6 0 10 Sep 2024
Splicing Up Your Predictions with RNA Contrastive Learning Phil Fradkin Ruian Shi Bo Wang Brendan Frey Leo J. Lee SSL 6 0 0 12 Oct 2023
KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation Haotian Li Lingzhi Wang Yuliang Wei Richard Y. D. Xu Bailing Wang Bailing Wang 27 2 0 26 Sep 2023
What Do Self-Supervised Vision Transformers Learn? Namuk Park Wonjae Kim Byeongho Heo Taekyung Kim Sangdoo Yun SSL 62 76 1 01 May 2023
Improving Self-Supervised Learning by Characterizing Idealized Representations Yann Dubois Tatsunori Hashimoto Stefano Ermon Percy Liang SSL 51 40 0 13 Sep 2022
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors Ravid Shwartz-Ziv Micah Goldblum Hossein Souri Sanyam Kapoor Chen Zhu Yann LeCun A. Wilson UQCV BDL 51 43 0 20 May 2022
Nearest Class-Center Simplification through Intermediate Layers Ido Ben-Shaul S. Dekel 27 26 0 21 Jan 2022
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding V. Papyan Yaniv Romano Michael Elad 48 283 0 27 Jul 2016