Faisal Mahmood
15 papers · 2021–2025 · 9 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (7)
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Conference Polyglot
(8)
🧭
Keyword Pioneer
🔥
Unstoppable
(5)
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Prolific Year
(6)
💎
Century Club
(14)
❓
The Questioner
🗃️
Keyword Collector
(59)
Conferences
CVPR (5)
ICML (2)
NIPS (2)
AACL (1)
ECCV (1)
ICCV (1)
ICLR (1)
IJCNLP (1)
MICCAI (1)
Top co-authors
Keywords
whole slide image
(4)
computational pathology
(3)
self-supervised learning
(2)
semantic textual similarity
(2)
counterfactual reasoning
(2)
contrastive learning
(2)
survival prediction
(2)
histology image
(2)
medical imaging
(2)
clinical decision support
(2)
histopathology image
(2)
whole slide imaging
(2)
multiple instance learning
(2)
gene expression
(1)
model selection
(1)
multi-modal learning
(1)
bias detection
(1)
vision transformer
(1)
representation learning
(1)
multimodal learning
(1)
Papers
MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning
AACL 2025
MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning
IJCNLP 2025
Do Multiple Instance Learning Models Transfer?
ICML 2025
Composable Interventions for Language Models
ICLR 2025
Automated Detection of BK Virus in H&E Whole-Slide Images Using Weakly-Supervised Deep Learning and Interpretable Morphological Biomarkers
MICCAI 2025
Multimodal Prototyping for cancer survival prediction
ICML 2024
Multistain Pretraining for Slide Representation Learning in Pathology
ECCV 2024
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
NIPS 2024
Transcriptomics-guided Slide Representation Learning in Computational Pathology
CVPR 2024
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology
CVPR 2024
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction
CVPR 2024
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework
NIPS 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