GMML is All you Need

GMML is All you Need

International Conference on Information Photonics (ICIP), 2022

30 May 2022

ArXiv (abs)PDF HTML Github (14★)

Papers citing "GMML is All you Need"

11 / 11 papers shown

Title
Investigating Self-Supervised Methods for Label-Efficient Learning S. Nandam Sara Atito Zhenhua Feng Josef Kittler Muhammad Awais VLM 150 2 0 25 Jun 2024
Pseudo Labelling for Enhanced Masked Autoencoders S. Nandam Sara Atito Zhenhua Feng Josef Kittler Muhammad Awais 149 1 0 25 Jun 2024
DailyMAE: Towards Pretraining Masked Autoencoders in One Day Jiantao Wu Shentong Mo Sara Atito Zhenhua Feng Josef Kittler Muhammad Awais 198 4 0 31 Mar 2024
Review of multimodal machine learning approaches in healthcare "Felix H. Krones Umar Marikkar Guy Parsons Adam Szmul Adam Mahdi 320 83 0 04 Feb 2024
Beyond Accuracy: Statistical Measures and Benchmark for Evaluation of Representation from Self-Supervised Learning Jiantao Wu Shentong Mo Sara Atito Josef Kittler Zhenhua Feng Muhammad Awais SSL 159 3 0 02 Dec 2023
LT-ViT: A Vision Transformer for multi-label Chest X-ray classificationInternational Conference on Information Photonics (ICIP), 2023 Umar Marikkar Sara Atito Muhammad Awais Adam Mahdi MedIm ViT 164 9 0 13 Nov 2023
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding Jiantao Wu Shentong Mo Muhammad Awais Sara Atito Zhenhua Feng J. Kittler VLM 184 4 0 22 Aug 2023
ASiT: Local-Global Audio Spectrogram vIsion Transformer for Event ClassificationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Sara Atito Muhammad Awais Wenwu Wang Mark D. Plumbley J. Kittler ViT 178 19 0 23 Nov 2022
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation ModelInternational Conference on Information Photonics (ICIP), 2022 Syed Muhammad Anwar Abhijeet Parida Sara Atito Muhammad Awais G. Nino Josef Kitler M. Linguraru ViT SSL OOD 167 8 0 23 Nov 2022
SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality Classification from MRI Sara Atito Syed Muhammad Anwar Muhammad Awais Josef Kitler ViT MedIm 224 14 0 29 Aug 2022
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 1.2K 4,626 0 17 Jun 2020