Zobrazeno 1 - 10
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pro vyhledávání: '"A. Pfister"'
We create two German-only decoder models, LL\"aMmlein 120M and 1B, transparently from scratch and publish them, along with the training data, for the German NLP research community to use. The model training involved several key steps, including exten
Externí odkaz:
http://arxiv.org/abs/2411.11171
Autor:
Pfister, Albrecht, Scheiderer, Claus
In 1888, Hilbert proved that every nonnegative quartic form $f=f(x,y,z)$ with real coefficients is a sum of three squares of quadratic forms. His proof was ahead of its time and used advanced methods from topology and algebraic geometry. In a 2012 pa
Externí odkaz:
http://arxiv.org/abs/2411.08479
Quantum low-density parity-check (LDPC) codes are a promising family of quantum error-correcting codes for fault tolerant quantum computing with low overhead. Decoding quantum LDPC codes on quantum erasure channels has received more attention recentl
Externí odkaz:
http://arxiv.org/abs/2411.08177
Autor:
Pfister, Ulrich, Wendland, Daniel, Hornung, Florian, Engel, Lena, Hüging, Hendrik, Herzog, Elias, Vijayan, Ponraj, Joos, Raphael, Jung, Erik, Jetter, Michael, Portalupi, Simone L., Pernice, Wolfram H. P., Michler, Peter
Photonic integrated circuits find ubiquitous use in various technologies, from communication, to computing and sensing, and therefore play a crucial role in the quantum technology counterparts. Several systems are currently under investigation, each
Externí odkaz:
http://arxiv.org/abs/2411.05647
Vision Language Models (VLMs) have been successful at many chart comprehension tasks that require attending to both the images of charts and their accompanying textual descriptions. However, it is not well established how VLM performance profiles map
Externí odkaz:
http://arxiv.org/abs/2411.00257
Social relation reasoning aims to identify relation categories such as friends, spouses, and colleagues from images. While current methods adopt the paradigm of training a dedicated network end-to-end using labeled image data, they are limited in ter
Externí odkaz:
http://arxiv.org/abs/2410.21411
Autor:
Kim, Junsik, Shi, Zhiyi, Jeong, Davin, Knittel, Johannes, Yang, Helen Y., Song, Yonghyun, Li, Wanhua, Li, Yicong, Ben-Yosef, Dalit, Needleman, Daniel, Pfister, Hanspeter
In clinical In-Vitro Fertilization (IVF), identifying the most viable embryo for transfer is important to increasing the likelihood of a successful pregnancy. Traditionally, this process involves embryologists manually assessing embryos' static morph
Externí odkaz:
http://arxiv.org/abs/2410.15581
Many existing interpretation methods are based on Partial Dependence (PD) functions that, for a pre-trained machine learning model, capture how a subset of the features affects the predictions by averaging over the remaining features. Notable methods
Externí odkaz:
http://arxiv.org/abs/2410.13448
Observational genome-wide association studies are now widely used for causal inference in genetic epidemiology. To maintain privacy, such data is often only publicly available as summary statistics, and often studies for the endogenous covariates and
Externí odkaz:
http://arxiv.org/abs/2410.12300
Autor:
Xu, Wenda, Han, Rujun, Wang, Zifeng, Le, Long T., Madeka, Dhruv, Li, Lei, Wang, William Yang, Agarwal, Rishabh, Lee, Chen-Yu, Pfister, Tomas
Recent advances in knowledge distillation (KD) have enabled smaller student models to approach the performance of larger teacher models. However, popular methods such as supervised KD and on-policy KD, are adversely impacted by the knowledge gaps bet
Externí odkaz:
http://arxiv.org/abs/2410.11325