Reproducibility in Multiple Instance Learning: A Case For Algorithmic Unit Tests

27 October 2023

Papers citing "Reproducibility in Multiple Instance Learning: A Case For Algorithmic Unit Tests"

12 / 12 papers shown

Title
A Coreset Learning Reality Check Fred Lu Edward Raff James Holt 36 5 0 15 Jan 2023
Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization Weijia Zhang Xuanhui Zhang Hanwen Deng Min-Ling Zhang 52 22 0 25 Feb 2022
Bag Graph: Multiple Instance Learning using Bayesian Graph Neural Networks Soumyasundar Pal Antonios Valkanas Florence Regol Mark Coates SSL 56 17 0 22 Feb 2022
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification Zhucheng Shao Hao Bian Yang Chen Yifeng Wang Jian Zhang Xiangyang Ji Yongbing Zhang ViT MedIm 90 669 0 02 Jun 2021
mil-benchmarks: Standardized Evaluation of Deep Multiple-Instance Learning Techniques Daniel Grahn 18 2 0 04 May 2021
Accounting for Variance in Machine Learning Benchmarks Xavier Bouthillier Pierre Delaunay Mirko Bronzi Assya Trofimov Brennan Nichyporuk ... Dmitriy Serdyuk Tal Arbel C. Pal Gaël Varoquaux Pascal Vincent 88 151 0 01 Mar 2021
Modern Hopfield Networks and Attention for Immune Repertoire Classification Michael Widrich Bernhard Schafl Hubert Ramsauer Milena Pavlović Lukas Gruber ... Johannes Brandstetter G. K. Sandve Victor Greiff Sepp Hochreiter Günter Klambauer 231 118 0 16 Jul 2020
Are we done with ImageNet? Lucas Beyer Olivier J. Hénaff Alexander Kolesnikov Xiaohua Zhai Aaron van den Oord VLM 116 400 0 12 Jun 2020
A Step Toward Quantifying Independently Reproducible Machine Learning Research Edward Raff 38 131 0 14 Sep 2019
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches Maurizio Ferrari Dacrema Paolo Cremonesi Dietmar Jannach 48 584 0 16 Jul 2019
Multiple instance learning with graph neural networks Ming Tu Jing Huang Xiaodong He Bowen Zhou 44 59 0 12 Jun 2019
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets Rotem Dror G. Baumer Marina Bogomolov Roi Reichart 55 77 0 27 Sep 2017