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searching for Domain adaptation 25 found (33 total)

alternate case: domain adaptation

Object detection (1,106 words) [view diff] exact match in snippet view article find links to article

the domain gap between training and test data, many unsupervised domain adaptation approaches have been proposed. A simple and straightforward solution
Cache language model (1,067 words) [view diff] exact match in snippet view article find links to article
in a feed-forward neural language model (FN-LM) to achieve rapid domain adaptation. Artificial intelligence History of natural language processing History
Emotion recognition in conversation (801 words) [view diff] exact match in snippet view article find links to article
S2CID 52932143. Abdelwahab, Mohammed; Busso, Carlos (March 2005). "Supervised domain adaptation for emotion recognition from speech". IEEE Transactions on Speech
Selection bias (2,191 words) [view diff] exact match in snippet view article find links to article
ISBN 978-3-540-87986-2. S2CID 842488. Cortes, Corinna; Mohri, Mehryar (2014). "Domain adaptation and sample bias correction theory and algorithm for regression" (PDF)
Concept drift (2,896 words) [view diff] case mismatch in snippet view article find links to article
PDF[permanent dead link] Jiang, J. (2008). "A Literature Survey on Domain Adaptation of Statistical Classifiers" (PDF). School of Computing and Information
Sampling bias (2,877 words) [view diff] exact match in snippet view article find links to article
ISBN 978-3-540-87986-2. S2CID 842488. Cortes C, Mohri M (2014). "Domain adaptation and sample bias correction theory and algorithm for regression" (PDF)
Fréchet inception distance (1,114 words) [view diff] exact match in snippet view article find links to article
distribution, it is inadequate for evaluating the quality of generators in domain adaptation setups, or in zero-shot generation. Finally, while FID is more consistent
Named-entity recognition (2,841 words) [view diff] case mismatch in snippet view article find links to article
147–155). Association for Computational Linguistics. "Frustratingly Easy Domain Adaptation" (PDF). Archived from the original (PDF) on 2010-06-13. Retrieved
Manifold alignment (1,246 words) [view diff] case mismatch in snippet view article find links to article
[permanent dead link] Wang, Chang; Sridhar Mahadevan (2011). Heterogeneous Domain Adaptation using Manifold Alignment (PDF). The 22nd International Joint Conference
Variational autoencoder (2,975 words) [view diff] exact match in snippet view article find links to article
Wei-Ning; Zhang, Yu; Glass, James (December 2017). "Unsupervised domain adaptation for robust speech recognition via variational autoencoder-based data
Question answering (3,394 words) [view diff] exact match in snippet view article find links to article
question answering with generative question answering and supports the domain adaptation[clarification needed] of the underlying[clarification needed] language
Hybrid machine translation (552 words) [view diff] exact match in snippet view article find links to article
domain-specific applications, and has the same difficulties with domain adaptation as many statistical machine translation systems. This approach involves
Monocular vision (1,785 words) [view diff] case mismatch in snippet view article find links to article
"Real-Time Monocular Depth Estimation using Synthetic Data with Domain Adaptation" (PDF). Proc. Computer Vision and Pattern Recognition. IEEE. pp. 1–8
Brown clustering (1,198 words) [view diff] exact match in snippet view article find links to article
modeling. The method has been successfully used to improve parsing, domain adaptation, and named entity recognition. Jurafsky and Martin give the example
Statistical model validation (1,577 words) [view diff] case mismatch in snippet view article find links to article
Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation". Proceedings of the Thirty-First International Joint Conference on
Bernhard Schölkopf (1,953 words) [view diff] exact match in snippet view article find links to article
2017 – via Vimeo. K. Zhang, B. Schölkopf, K. Muandet, and Z. Wang. Domain adaptation under target and conditional shift. In S. Dasgupta and D. McAllester
Deepset (1,129 words) [view diff] no match in snippet view article find links to article
models and an arbitrary number of prediction heads. FARM supported domain-adaptation and finetuning of these models with advanced options, for example
List of datasets for machine-learning research (13,264 words) [view diff] case mismatch in snippet view article find links to article
Applications, Workshop ECML-PKDD. 2012. Marquez, Ivan Garrido. "A Domain Adaptation Method for Text Classification based on Self-adjusted Training Approach
The MICCAI Society (2,015 words) [view diff] case mismatch in snippet view article find links to article
Intelligence in Medical Image Computing (iMIMIC), the Workshop on Domain Adaptation and Representation Transfer (DART), the International Workshop on
Knowledge distillation (1,723 words) [view diff] exact match in snippet view article find links to article
Ryo; Yamaguchi, Yoshikazu; Masataki, Hirokazu; Aono, Yushi (2017). Domain adaptation of DNN acoustic models using knowledge distillation. IEEE International
ICPRAM (1,991 words) [view diff] case mismatch in snippet view article find links to article
Model Selection" Best Student Award: Xiaoyi Chen and Régis Lengellé. "Domain Adaptation Transfer Learning by SVM Subject to a Maximum-Mean-Discrepancy-like
Jun'ichi Tsujii (1,183 words) [view diff] case mismatch in snippet view article find links to article
S2CID 885002. Sagae, Kenji; Tsujii, Jun'ichi (2007). Dependency Parsing and Domain Adaptation with LR Models and Parser Ensembles. EMNLP-CoNLL. pp. 1044–1050. Ananiadou
Shai Ben-David (581 words) [view diff] exact match in snippet view article find links to article
Pages 151-175 Publisher Springer US Analysis of representations for domain adaptation Authors: Shai Ben-David, John Blitzer, Koby Crammer, Fernando Pereira
GPT-1 (1,064 words) [view diff] exact match in snippet view article find links to article
] while supplying an explicit setting for evaluating cross-genre domain adaptation. Lai, Guokun; Xie, Qizhe; Hanxiao, Liu; Yang, Yiming; Hovy, Eduard
Almaany (886 words) [view diff] case mismatch in snippet view article find links to article
ISBN 978-1-134-02019-5. Alrashdi, Reem; O'Keefe, Simon (8 December 2022). "Domain Adaptation for Arabic Crisis Response". Proceedings of the Seventh Arabic Natural