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Learning to See before Learning to Act: Visual Pre-training
We find that pre-training on vision tasks significantly improves generalization and sample efficiency for learning to manipulate objects.
computer-vision transfer-learning robotics affordance
NLP Research Highlights — Issue #1
First quarterly issue of the natural language processing (NLP) Research Highlights series.
natural-language-processing highlights summaries text-to-text-transformer
GradCAM for the BreaKHis Dataset
An NBDev package for fine-tuning ResNets to visualize gradient-weighted class activation for the BreaKHis dataset.
medical-imaging computer-vision transfer-learning tutorial
Multi-scale Attributed Node Embedding
The reference implementation of "Multi-scale Attributed Node Embedding".
node-classification node-embedding network-embedding deep-learning
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