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Recent advancements in transfer learning have made it a promising approach for domain adaptation via transfer of learned representations.
K-svd: An algorithm for designing overcomplete dictionaries for sparse representation
M. Aharon, M. Elad, and A. Bruckstein · 2006
Earlier work this paper cites.
Measuring invariances in deep networks
Ian Goodfellow, Honglak Lee, Quoc V. Le, Andrew Saxe, and Andrew Y. Ng · 2009
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A survey on transfer learning
S. J. Pan and Q. Yang · 2010
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Unsupervised feature learning and deep learning: A review and new perspectives
Yoshua Bengio, Aaron C. Courville, and Pascal Vincent · 2012
Earlier work this paper cites.
Crafting adversarial input sequences for recurrent neural networks
Nicolas Papernot, Patrick D. McDaniel, Ananthram Swami, and Richard E. Harang · 2016
Cited alongside, same era.
Moleculenet: A benchmark for molecular machine learning
Zhenqin Wu, Bharath Ramsundar, Evan N. Feinberg, Joseph Gomes, Caleb Geniesse, Aneesh S. Pappu, Karl Leswing, and Vijay S. Pande · 2017
Cited alongside, same era.
BERT: pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
Cited alongside, same era.
Adversarial reprogramming of neural networks
Gamaleldin F. Elsayed, Ian Goodfellow, and Jascha Sohl-Dickstein · 2019
Cited alongside, same era.
Adversarial reprogramming of sequence classification neural networks
Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, and Farinaz Koushanfar · 2019
Later among the works it cites.
Anne Lauscher, Olga Majewska, Leonardo F. R. Ribeiro, Iryna Gurevych, Nikolai Rozanov, and Goran Glavaš · 2020
Closest in time.
Transfer learning without knowing: Reprogramming black-box machine learning models with scarce data and limited resources
Yun-Yun Tsai, Pin-Yu Chen, and Tsung-Yi Ho · 2020
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Accelerating antimicrobial discovery with controllable deep generative models and molecular dynamics
Payel Das, Tom Sercu, Kahini Wadhawan, Inkit Padhi, Sebastian Gehrmann, Flaviu Cipcigan, Vijil Chenthamarakshan, Hendrik Strobelt, Cicero dos Santos, Pin-Yu Chen, et al · 2020
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