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Histology, Diffusion Models, Learning Representations, Diffusion based…
Histology
Unsupervised/Self-Supervised
Contrastive Learning
Cancer Grade Stratification
Region Classification in Adult human brain cortex
Disease Detection and Classification
Pretext Tasks
Task Agnostic
Autoencoding
Pathology Agnostic
Flipping
Rotation
Domain Prediction
Real/ Fake Prediction
Pathology Specific
Magnification level
Stain Prediction
Diffusion Models
Utilizing Representations
Attribute manipulation
Natural Image classification
From time-dependent representations
Optimal Representation Search
Reinforcement Learning Based
Exhaustive
Generation of Histopathological Images
Capture Intricate Cellular Details
High Fidelity Natural Image Generation
Learning Representations
Modelling Approaches
Transformers
QKV Attention Mechanism
Masked Autoencoders (MAE)
TransUnet (Conventional Autoencoding)
Histology
Self Distillation
HIPT
Diffusion based Artifact Restoration
Flexibility of Constraint Generation
Unsupervised Inpainting (Repaint)
Inpainiting Histological Artifacts
Guided Generation
Non-blind JPEG Restoration
DDRM