Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308241982> ?p ?o ?g. }
Showing items 1 to 58 of
58
with 100 items per page.
- W4308241982 abstract "Recognizing and telling similar objects apart is even hard for human beings. In this paper, we show that there is a phenomenon of class interference with all deep neural networks. Class interference represents the learning difficulty in data, and it constitutes the largest percentage of generalization errors by deep networks. To understand class interference, we propose cross-class tests, class ego directions and interference models. We show how to use these definitions to study minima flatness and class interference of a trained model. We also show how to detect class interference during training through label dancing pattern and class dancing notes." @default.
- W4308241982 created "2022-11-09" @default.
- W4308241982 creator A5006027178 @default.
- W4308241982 creator A5038852619 @default.
- W4308241982 creator A5050876115 @default.
- W4308241982 date "2022-10-31" @default.
- W4308241982 modified "2023-09-27" @default.
- W4308241982 title "Class Interference of Deep Neural Networks" @default.
- W4308241982 doi "https://doi.org/10.48550/arxiv.2211.01370" @default.
- W4308241982 hasPublicationYear "2022" @default.
- W4308241982 type Work @default.
- W4308241982 citedByCount "0" @default.
- W4308241982 crossrefType "posted-content" @default.
- W4308241982 hasAuthorship W4308241982A5006027178 @default.
- W4308241982 hasAuthorship W4308241982A5038852619 @default.
- W4308241982 hasAuthorship W4308241982A5050876115 @default.
- W4308241982 hasBestOaLocation W43082419821 @default.
- W4308241982 hasConcept C108583219 @default.
- W4308241982 hasConcept C127162648 @default.
- W4308241982 hasConcept C134306372 @default.
- W4308241982 hasConcept C154945302 @default.
- W4308241982 hasConcept C177148314 @default.
- W4308241982 hasConcept C2777212361 @default.
- W4308241982 hasConcept C2984842247 @default.
- W4308241982 hasConcept C32022120 @default.
- W4308241982 hasConcept C33923547 @default.
- W4308241982 hasConcept C41008148 @default.
- W4308241982 hasConcept C50644808 @default.
- W4308241982 hasConcept C76155785 @default.
- W4308241982 hasConceptScore W4308241982C108583219 @default.
- W4308241982 hasConceptScore W4308241982C127162648 @default.
- W4308241982 hasConceptScore W4308241982C134306372 @default.
- W4308241982 hasConceptScore W4308241982C154945302 @default.
- W4308241982 hasConceptScore W4308241982C177148314 @default.
- W4308241982 hasConceptScore W4308241982C2777212361 @default.
- W4308241982 hasConceptScore W4308241982C2984842247 @default.
- W4308241982 hasConceptScore W4308241982C32022120 @default.
- W4308241982 hasConceptScore W4308241982C33923547 @default.
- W4308241982 hasConceptScore W4308241982C41008148 @default.
- W4308241982 hasConceptScore W4308241982C50644808 @default.
- W4308241982 hasConceptScore W4308241982C76155785 @default.
- W4308241982 hasLocation W43082419821 @default.
- W4308241982 hasLocation W43082419822 @default.
- W4308241982 hasOpenAccess W4308241982 @default.
- W4308241982 hasPrimaryLocation W43082419821 @default.
- W4308241982 hasRelatedWork W2279398222 @default.
- W4308241982 hasRelatedWork W2620920084 @default.
- W4308241982 hasRelatedWork W2791691546 @default.
- W4308241982 hasRelatedWork W2915754718 @default.
- W4308241982 hasRelatedWork W2950066684 @default.
- W4308241982 hasRelatedWork W3139644427 @default.
- W4308241982 hasRelatedWork W4298388782 @default.
- W4308241982 hasRelatedWork W4299822940 @default.
- W4308241982 hasRelatedWork W4362496596 @default.
- W4308241982 hasRelatedWork W1829305295 @default.
- W4308241982 isParatext "false" @default.
- W4308241982 isRetracted "false" @default.
- W4308241982 workType "article" @default.