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pro vyhledávání: '"HALL, DAVID"'
Training language models currently requires pre-determining a fixed compute budget because the typical cosine learning rate schedule depends on the total number of steps. In contrast, the Warmup-Stable-Decay (WSD) schedule uses a constant learning ra
Externí odkaz:
http://arxiv.org/abs/2410.05192
Autor:
Skottfelt, Jesper, Wander, Matt, Cropper, Mark, Dryer, Ben, Hall, David J., Hayes, Richard, Kelman, Bradley, Kitching, Tom, Kohley, Ralf, Lagattuta, David, Lee-Payne, Zoe, Liebing, Patricia, Massey, Richard, McCracken, Henry Joy, Nakajima, Reiko, Nightingale, James
Due to the space radiation environment at L2, ESA's Euclid mission will be subject to a large amount of highly energetic particles over its lifetime. These particles can cause damage to the detectors by creating defects in the silicon lattice. These
Externí odkaz:
http://arxiv.org/abs/2407.01268
Neural fields provide a continuous scene representation of 3D geometry and appearance in a way which has great promise for robotics applications. One functionality that unlocks unique use-cases for neural fields in robotics is object 6-DoF registrati
Externí odkaz:
http://arxiv.org/abs/2404.18381
Autor:
Bolton, Elliot, Venigalla, Abhinav, Yasunaga, Michihiro, Hall, David, Xiong, Betty, Lee, Tony, Daneshjou, Roxana, Frankle, Jonathan, Liang, Percy, Carbin, Michael, Manning, Christopher D.
Models such as GPT-4 and Med-PaLM 2 have demonstrated impressive performance on a wide variety of biomedical NLP tasks. However, these models have hundreds of billions of parameters, are computationally expensive to run, require users to send their i
Externí odkaz:
http://arxiv.org/abs/2403.18421
Neural fields, coordinate-based neural networks, have recently gained popularity for implicitly representing a scene. In contrast to classical methods that are based on explicit representations such as point clouds, neural fields provide a continuous
Externí odkaz:
http://arxiv.org/abs/2402.09722