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10/14/2022
Data-Limited Tissue Segmentation using Inpainting-Based Self-Supervised Learning
Although supervised learning has enabled high performance for image segm...
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04/21/2022
Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction
Unrolled neural networks have enabled state-of-the-art reconstruction pe...
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01/07/2022
Data-Efficient Information Extraction from Form-Like Documents
Automating information extraction from form-like documents at scale is a...
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11/03/2020
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
State-of-the-art natural language understanding classification models fo...
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10/05/2020
Self-training Improves Pre-training for Natural Language Understanding
Unsupervised pre-training has led to much recent progress in natural lan...
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06/27/2020