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06/26/2023
A Flyweight CNN with Adaptive Decoder for Schistosoma mansoni Egg Detection
Schistosomiasis mansoni is an endemic parasitic disease in more than sev...
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06/29/2022
Teach me how to Interpolate a Myriad of Embeddings
Mixup refers to interpolation-based data augmentation, originally motiva...
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04/25/2022
Which Discriminator for Cooperative Text Generation?
Language models generate texts by successively predicting probability di...
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01/28/2022
Generative Cooperative Networks for Natural Language Generation
Generative Adversarial Networks (GANs) have known a tremendous success f...
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10/25/2021
Generating artificial texts as substitution or complement of training data
The quality of artificially generated texts has considerably improved wi...
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09/28/2021
Generating texts under constraint through discriminator-guided MCTS
Large pre-trained language models (LM) based on Transformers allow to ge...
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06/09/2021
It Takes Two to Tango: Mixup for Deep Metric Learning
Metric learning involves learning a discriminative representation such t...
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03/29/2021
AlignMix: Improving representation by interpolating aligned features
Mixup is a powerful data augmentation method that interpolates between t...
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11/10/2020