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Found 3 papers, 2 papers with code
Enhancing Instance-Level Image Classification with Set-Level Labels
Our experimental results demonstrate the effectiveness of our approach, showcasing improved classification performance compared to traditional single-instance label-based methods.
Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing
To scale up the computation of queries to large batches, we further propose an efficient batch-mode acquisition procedure, which aims to maximize a novel information measure defined through the acquisition function.
Evaluating and interpreting caption prediction for histopathology images
The automatic generation of captions from medical images can provide for an efficient way to annotate histopathology images with natural language descriptions.
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