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03/20/2023
NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models
In recent years, computational pathology has seen tremendous progress dr...
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02/03/2023
Improving Interpretability via Explicit Word Interaction Graph Layer
Recent NLP literature has seen growing interest in improving model inter...
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12/14/2021
CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations
We propose CLIP-Lite, an information efficient method for visual represe...
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10/29/2021
Estimating and Maximizing Mutual Information for Knowledge Distillation
In this work, we propose Mutual Information Maximization Knowledge Disti...
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03/19/2021
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification
In recent years, the availability of digitized Whole Slide Images (WSIs)...
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09/04/2019
Self-Attentive Adversarial Stain Normalization
Hematoxylin and Eosin (H&E) stained Whole Slide Images (WSIs) are utiliz...
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08/08/2019