FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3120994036> ?p ?o ?g. }

• W3120994036 abstract "Continual learning usually assumes the incoming data are fully labeled, which might not be applicable in real applications. In this work, we consider semi-supervised continual learning (SSCL) that incrementally learns from partially labeled data. Observing that existing continual learning methods lack the ability to continually exploit the unlabeled data, we propose deep Online Replay with Discriminator Consistency (ORDisCo) to interdependently learn a classifier with a conditional generative adversarial network (GAN), which continually passes the learned data distribution to the classifier. In particular, ORDisCo replays data sampled from the conditional generator to the classifier in an online manner, exploiting unlabeled data in a time- and storage-efficient way. Further, to explicitly overcome the catastrophic forgetting of unlabeled data, we selectively stabilize parameters of the discriminator that are important for discriminating the pairs of old unlabeled data and their pseudo-labels predicted by the classifier. We extensively evaluate ORDisCo on various semi-supervised learning benchmark datasets for SSCL, and show that ORDisCo achieves significant performance improvement on SVHN, CIFAR10 and Tiny-ImageNet, compared to strong baselines." @default.
• W3120994036 created "2021-01-18" @default.
• W3120994036 creator A5003713785 @default.
• W3120994036 creator A5003882618 @default.
• W3120994036 creator A5051184139 @default.
• W3120994036 creator A5069599527 @default.
• W3120994036 creator A5072905534 @default.
• W3120994036 creator A5077862962 @default.
• W3120994036 date "2021-01-02" @default.
• W3120994036 modified "2023-09-25" @default.
• W3120994036 title "ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-supervised Continual Learning" @default.
• W3120994036 cites W1490414702 @default.
• W3120994036 cites W2099471712 @default.
• W3120994036 cites W2125389028 @default.
• W3120994036 cites W2173520492 @default.
• W3120994036 cites W2187089797 @default.
• W3120994036 cites W2335728318 @default.
• W3120994036 cites W2548275288 @default.
• W3120994036 cites W2560647685 @default.
• W3120994036 cites W2590822257 @default.
• W3120994036 cites W2592691248 @default.
• W3120994036 cites W2737492962 @default.
• W3120994036 cites W2788388592 @default.
• W3120994036 cites W2884282566 @default.
• W3120994036 cites W2891707612 @default.
• W3120994036 cites W2901287800 @default.
• W3120994036 cites W2909869271 @default.
• W3120994036 cites W2925426609 @default.
• W3120994036 cites W2948734064 @default.
• W3120994036 cites W2954929116 @default.
• W3120994036 cites W2963373786 @default.
• W3120994036 cites W2963558289 @default.
• W3120994036 cites W2963559848 @default.
• W3120994036 cites W2963588172 @default.
• W3120994036 cites W2963956526 @default.
• W3120994036 cites W2964159205 @default.
• W3120994036 cites W2964189064 @default.
• W3120994036 cites W2964218010 @default.
• W3120994036 cites W2970502342 @default.
• W3120994036 cites W2970505118 @default.
• W3120994036 cites W2979805229 @default.
• W3120994036 cites W2982410595 @default.
• W3120994036 cites W2995893150 @default.
• W3120994036 cites W3006799261 @default.
• W3120994036 cites W3100156920 @default.
• W3120994036 cites W3105913416 @default.
• W3120994036 cites W3118608800 @default.
• W3120994036 hasPublicationYear "2021" @default.
• W3120994036 type Work @default.
• W3120994036 sameAs 3120994036 @default.
• W3120994036 citedByCount "0" @default.
• W3120994036 crossrefType "posted-content" @default.
• W3120994036 hasAuthorship W3120994036A5003713785 @default.
• W3120994036 hasAuthorship W3120994036A5003882618 @default.
• W3120994036 hasAuthorship W3120994036A5051184139 @default.
• W3120994036 hasAuthorship W3120994036A5069599527 @default.
• W3120994036 hasAuthorship W3120994036A5072905534 @default.
• W3120994036 hasAuthorship W3120994036A5077862962 @default.
• W3120994036 hasConcept C119857082 @default.
• W3120994036 hasConcept C136389625 @default.
• W3120994036 hasConcept C138885662 @default.
• W3120994036 hasConcept C154945302 @default.
• W3120994036 hasConcept C165696696 @default.
• W3120994036 hasConcept C2776145971 @default.
• W3120994036 hasConcept C2779803651 @default.
• W3120994036 hasConcept C38652104 @default.
• W3120994036 hasConcept C41008148 @default.
• W3120994036 hasConcept C41895202 @default.
• W3120994036 hasConcept C46686674 @default.
• W3120994036 hasConcept C50644808 @default.
• W3120994036 hasConcept C58973888 @default.
• W3120994036 hasConcept C7149132 @default.
• W3120994036 hasConcept C76155785 @default.
• W3120994036 hasConcept C94915269 @default.
• W3120994036 hasConcept C95623464 @default.
• W3120994036 hasConceptScore W3120994036C119857082 @default.
• W3120994036 hasConceptScore W3120994036C136389625 @default.
• W3120994036 hasConceptScore W3120994036C138885662 @default.
• W3120994036 hasConceptScore W3120994036C154945302 @default.
• W3120994036 hasConceptScore W3120994036C165696696 @default.
• W3120994036 hasConceptScore W3120994036C2776145971 @default.
• W3120994036 hasConceptScore W3120994036C2779803651 @default.
• W3120994036 hasConceptScore W3120994036C38652104 @default.
• W3120994036 hasConceptScore W3120994036C41008148 @default.
• W3120994036 hasConceptScore W3120994036C41895202 @default.
• W3120994036 hasConceptScore W3120994036C46686674 @default.
• W3120994036 hasConceptScore W3120994036C50644808 @default.
• W3120994036 hasConceptScore W3120994036C58973888 @default.
• W3120994036 hasConceptScore W3120994036C7149132 @default.
• W3120994036 hasConceptScore W3120994036C76155785 @default.
• W3120994036 hasConceptScore W3120994036C94915269 @default.
• W3120994036 hasConceptScore W3120994036C95623464 @default.
• W3120994036 hasLocation W31209940361 @default.
• W3120994036 hasOpenAccess W3120994036 @default.
• W3120994036 hasPrimaryLocation W31209940361 @default.
• W3120994036 hasRelatedWork W1975196881 @default.
• W3120994036 hasRelatedWork W2033505180 @default.
• W3120994036 hasRelatedWork W2077516191 @default.
• W3120994036 hasRelatedWork W2079545927 @default.
• W3120994036 hasRelatedWork W2160338239 @default.

• next