Beyond Accuracy: Statistical Measures and Benchmark for Evaluation of
Representation from Self-Supervised Learning

Beyond Accuracy: Statistical Measures and Benchmark for Evaluation of Representation from Self-Supervised Learning

2 December 2023

Shentong Mo

Papers citing "Beyond Accuracy: Statistical Measures and Benchmark for Evaluation of Representation from Self-Supervised Learning"

7 / 7 papers shown

Title
DiffGAP: A Lightweight Diffusion Module in Contrastive Space for Bridging Cross-Model Gap Shentong Mo Zehua Chen Fan Bao Jun-Jie Zhu DiffM 50 0 0 15 Mar 2025
GMML is All you Need Sara Atito Muhammad Awais J. Kittler ViT VLM 46 18 0 30 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021
Contrastive Quantization with Code Memory for Unsupervised Image Retrieval Jinpeng Wang Ziyun Zeng Bin Chen Tao Dai Shutao Xia MQ 36 45 0 11 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,785 0 29 Apr 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 181 687 0 22 Apr 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,198 0 01 Sep 2014