Faisal Mahmood
14 papers · 2021–2025 · 8 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (65)
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Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI
(7)
Learning Types · Deep Learning
(6)
Learning Types · Machine Learning
(6)
Healthcare & Medicine
(5)
Clinical
(5)
Computer Vision
(4)
Domain-Specific
(4)
Architectures
(3)
Application Areas
(2)
Learning Paradigms
(2)
Mathematics & Optimization
(1)
Core Methods
(1)
Keywords
whole slide image
(6)
multiple instance learning
(3)
computational pathology
(3)
medical imaging
(2)
histopathology image
(2)
multimodal learning
(2)
survival prediction
(2)
histology image
(2)
contrastive learning
(2)
self-supervised learning
(2)
whole slide imaging
(2)
vision transformer
(1)
knowledge editing
(1)
machine unlearning
(1)
zero-shot learning
(1)
unsupervised learning
(1)
language model
(1)
hierarchical learning
(1)
multimodal representation learning
(1)
gaussian mixture model
(1)
Papers
Automated Detection of BK Virus in H&E Whole-Slide Images Using Weakly-Supervised Deep Learning and Interpretable Morphological Biomarkers
MICCAI 2025
Composable Interventions for Language Models
ICLR 2025
Do Multiple Instance Learning Models Transfer?
ICML 2025
MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning
AACL 2025
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
NeurIPS 2024
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction
CVPR 2024
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology
CVPR 2024
Multimodal Prototyping for cancer survival prediction
ICML 2024
Multistain Pretraining for Slide Representation Learning in Pathology
ECCV 2024
Transcriptomics-guided Slide Representation Learning in Computational Pathology
CVPR 2024
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework
NeurIPS 2023
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images
CVPR 2023
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning
CVPR 2022
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images
ICCV 2021