Concepedia

Heterogeneous transfer learning: recent developments, applications, and challenges

Siraj Khan, Pengshuai Yin, Yuxin Guo, Muhammad Asim, Ahmed A. Abd El‐Latif

Multimedia Tools and Applications · 2024 · 12 citations · 62 references

Concepts

ComputingComputer ScienceHeterogeneous ComputingMachine LearningDeep LearningDimensionality ReductionMeta-learningMulti-task LearningTransfer LearningTransfer Of LearningFeature TransferMulti-agent Transfer LearningRepresentation Learning For TransferTransductive Transfer LearningTransferable Representation Learning

References

62

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations

Computing, Computer Science, Data Mining +12

"Why Should I Trust You?"

Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin · 2016 · 15.2K citations

Computing, Computer Science, Data Science +11

Generative adversarial networks

Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza et al. · Communications of the ACM · 2020 · 13.6K citations · Full text

Computing, Computer Science, Computer Graphics +10

A Comprehensive Survey on Transfer Learning

Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan et al. · Proceedings of the IEEE · 2020 · 6.2K citations

Computing, Computer Science, Knowledge Transfer +5

A survey of transfer learning

Karl R. Weiss, Taghi M. Khoshgoftaar, Dingding Wang · Journal Of Big Data · 2016 · 6.2K citations · Full text

Computing, Computer Science, Data Mining +8