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pro vyhledávání: '"Yoo, Jason"'
Autor:
Yoo, Jason, He, Yingchen, Naderiparizi, Saeid, Green, Dylan, van de Ven, Gido M., Pleiss, Geoff, Wood, Frank
This work demonstrates that training autoregressive video diffusion models from a single, continuous video stream is not only possible but remarkably can also be competitive with standard offline training approaches given the same number of gradient
Externí odkaz:
http://arxiv.org/abs/2406.04814
In online continual learning, a neural network incrementally learns from a non-i.i.d. data stream. Nearly all online continual learning methods employ experience replay to simultaneously prevent catastrophic forgetting and underfitting on past data.
Externí odkaz:
http://arxiv.org/abs/2402.09542
Publikováno v:
J. Phys. Chem. Lett. 2023 14 (32), 7241-7248
Single-molecule photoluminescence (PL) spectroscopy of semiconductor nanocrystals (NCs) reveals the nature of exciton-phonon interactions in NCs. Understanding the narrow line shapes at low temperatures and the significant broadening as temperature i
Externí odkaz:
http://arxiv.org/abs/2212.06323
Autor:
Yoo, Jason, Wood, Frank
Associative memory plays an important role in human intelligence and its mechanisms have been linked to attention in machine learning. While the machine learning community's interest in associative memories has recently been rekindled, most work has
Externí odkaz:
http://arxiv.org/abs/2205.09930
Autor:
deQuilettes, Dane W., Yoo, Jason Jungwan, Brenes, Roberto, Kosasih, Felix Utama, Laitz, Madeleine, Dou, Benjia Dak, Graham, Daniel J., Ho, Kevin, Shin, Seong Sik, Ducati, Caterina, Bawendi, Moungi, Bulović, Vladimir
The ability to reduce energy loss at semiconductor surfaces through passivation or surface field engineering has become an essential step in the manufacturing of efficient photovoltaic (PV) and optoelectronic devices. Similarly, surface modification
Externí odkaz:
http://arxiv.org/abs/2204.07642
Autor:
Dou, Benjia Dak, deQuilettes, Dane W., Laitz, Madeleine, Brenes, Roberto, Wang, Lili, Wassweiler, Ella L, Swartwout, Richard, Yoo, Jason J., Sponseller, Melany, Hartono, Noor Titan Putri, Sun, Shijing, Buonassisi, Tonio, Bawendi, Moungi G, Bulovic, Vladimir
State-of-the-art metal halide perovskite-based photovoltaics often employ organic ammonium salts, AX, as a surface passivator, where A is a large organic cation and X is a halide. These surface treatments passivate the perovskite by forming layered p
Externí odkaz:
http://arxiv.org/abs/2203.05904
There are currently many barriers that prevent non-experts from exploiting machine learning solutions ranging from the lack of intuition on statistical learning techniques to the trickiness of hyperparameter tuning. Such barriers have led to an explo
Externí odkaz:
http://arxiv.org/abs/2012.05390
Akademický článek
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Akademický článek
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Autor:
Olmstead, Dell, Wayne, Patrick, Simons, Dylan, Monje, Ignacio Trueba, Yoo, Jason Hoon, Kumar, Sanjay, Truman, C. Randall, Vorobieff, Peter
We consider two cases of interaction between a planar shock and a cylindrical density interface. In the first case (planar normal shock), the axis of the gas cylinder is parallel to the shock front, and baroclinic vorticity deposited by the shock is
Externí odkaz:
http://arxiv.org/abs/1701.00032