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pro vyhledávání: '"Kim, Donghu"'
Autor:
Lee, Hojoon, Hwang, Dongyoon, Kim, Donghu, Kim, Hyunseung, Tai, Jun Jet, Subramanian, Kaushik, Wurman, Peter R., Choo, Jaegul, Stone, Peter, Seno, Takuma
Recent advances in CV and NLP have been largely driven by scaling up the number of network parameters, despite traditional theories suggesting that larger networks are prone to overfitting. These large networks avoid overfitting by integrating compon
Externí odkaz:
http://arxiv.org/abs/2410.09754
Recently, various pre-training methods have been introduced in vision-based Reinforcement Learning (RL). However, their generalization ability remains unclear due to evaluations being limited to in-distribution environments and non-unified experiment
Externí odkaz:
http://arxiv.org/abs/2406.06037
Unsupervised skill discovery is a learning paradigm that aims to acquire diverse behaviors without explicit rewards. However, it faces challenges in learning complex behaviors and often leads to learning unsafe or undesirable behaviors. For instance,
Externí odkaz:
http://arxiv.org/abs/2406.00324
Autor:
Lee, Hojoon, Cho, Hyeonseo, Kim, Hyunseung, Kim, Donghu, Min, Dugki, Choo, Jaegul, Lyle, Clare
This study investigates the loss of generalization ability in neural networks, revisiting warm-starting experiments from Ash & Adams. Our empirical analysis reveals that common methods designed to enhance plasticity by maintaining trainability provid
Externí odkaz:
http://arxiv.org/abs/2406.02596
Akademický článek
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Akademický článek
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Autor:
Kim, Donghun
Doctor of Philosophy
Entomology
Yoonseong Park
Tick salivary secretion is crucial for survival and for successful feeding. Tick saliva includes excretory water/ions and bioactive components for compromising the hosts' immune responses,
Entomology
Yoonseong Park
Tick salivary secretion is crucial for survival and for successful feeding. Tick saliva includes excretory water/ions and bioactive components for compromising the hosts' immune responses,
Externí odkaz:
http://hdl.handle.net/2097/32691
Publikováno v:
2013 International SoC Design Conference (ISOCC); 2013, p392-393, 2p
Thesis: Ph. D., Massachusetts Institute of Technology, Department of Materials Science and Engineering, 2015.
This electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Co
This electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Co
Externí odkaz:
http://hdl.handle.net/1721.1/101458