Using Multiple Instance Learning to Build Multimodal Representations

11 December 2022

Papers citing "Using Multiple Instance Learning to Build Multimodal Representations"

7 / 7 papers shown

Title
Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in Mammography Yuexi Du John Onofrey Nicha Dvornek VLM 35 0 0 26 Sep 2024
PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning Qifeng Zhou Wenliang Zhong Yuzhi Guo Michael Xiao Hehuan Ma Junzhou Huang 28 8 0 13 Mar 2024
Medical Vision Language Pretraining: A survey Prashant Shrestha Sanskar Amgain Bidur Khanal Cristian A. Linte Binod Bhattarai VLM 27 14 0 11 Dec 2023
Sample-Specific Debiasing for Better Image-Text Models Peiqi Wang Yingcheng Liu Ching-Yun Ko W. Wells Seth Berkowitz Steven Horng Polina Golland SSL MedIm 12 1 0 25 Apr 2023
Joint Learning of Localized Representations from Medical Images and Reports Philipp Muller Georgios Kaissis Cong Zou Daniel Munich 129 79 0 06 Dec 2021
PySBD: Pragmatic Sentence Boundary Disambiguation Nipun Sadvilkar Mark Neumann 38 76 0 19 Oct 2020
Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning Oren Z. Kraus Lei Jimmy Ba B. Frey 143 390 0 17 Nov 2015