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Found 3 papers, 2 papers with code
Robust Embeddings Via Distributions
Despite recent monumental advances in the field, many Natural Language Processing (NLP) models still struggle to perform adequately on noisy domains.
Sum-of-Squares Polynomial Flow
Triangular map is a recent construct in probability theory that allows one to transform any source probability density function to any target density function.
Progressive Memory Banks for Incremental Domain Adaptation
The memory bank provides a natural way of IDA: when adapting our model to a new domain, we progressively add new slots to the memory bank, which increases the number of parameters, and thus the model capacity.
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