Zobrazeno 1 - 10
of 10 070
pro vyhledávání: '"Janiak A"'
Autor:
Janiak, Jett, Karwowski, Jacek, Mangat, Chatrik Singh, Giglemiani, Giorgi, Petrova, Nora, Heimersheim, Stefan
We identify "stable regions" in the residual stream of Transformers, where the model's output remains insensitive to small activation changes, but exhibits high sensitivity at region boundaries. These regions emerge during training and become more de
Externí odkaz:
http://arxiv.org/abs/2409.17113
Sparse Auto-Encoders (SAEs) are commonly employed in mechanistic interpretability to decompose the residual stream into monosemantic SAE latents. Recent work demonstrates that perturbing a model's activations at an early layer results in a step-funct
Externí odkaz:
http://arxiv.org/abs/2409.15019
Autor:
Sokołowska, N., Guadilla, V., Mazzocchi, C., Ahmed, R., Borge, M., Cardella, G., Ciemny, A. A., Cosentino, L. G., De Filippo, E., Fedosseev, V., Fijałkowska, A., Fraile, L. M., Geraci, E., Giska, A., Gnoffo, B., Granados, C., Janas, Z., Janiak, Ł., Johnston, K., Kamiński, G., Korgul, A., Kubiela, A., Maiolino, C., Marsh, B., Martorana, N. S., Miernik, K., Molkanov, P., Ovejas, J. D., Pagano, E. V., Pirrone, S., Pomorski, M., Quynh, A. M., Riisager, K., Russo, A., Russotto, P., Świercz, A., Viñals, S., Wilkins, S., Pfützner, M.
The $\beta$ decay of one-neutron halo nucleus $^{11}$Be was investigated using the Warsaw Optical Time Projection Chamber (OTPC) detector to measure $\beta$-delayed charged particles. The results of two experiments are reported. In the first one, car
Externí odkaz:
http://arxiv.org/abs/2407.09846
Autor:
Palma, Raul, Janiak, Bogusz, de Sousa, Luís Moreira, Schleidt, Kathi, Řezník, Tomáš, van Egmond, Fenny, Leenaars, Johan, Moshou, Dimitrios, Mouazen, Abdul, Wilson, Peter, Medyckyj-Scott, David, Ritchie, Alistair, Yigini, Yusuf, Vargas, Ronald
Established in 2012 by members of the Food and Agriculture Organisation (FAO), the Global Soil Partnership (GSP) is a global network of stakeholders promoting sound land and soil management practices towards a sustainable world food system. However,
Externí odkaz:
http://arxiv.org/abs/2403.16778
In recent years, self-supervised learning has played a pivotal role in advancing machine learning by allowing models to acquire meaningful representations from unlabeled data. An intriguing research avenue involves developing self-supervised models w
Externí odkaz:
http://arxiv.org/abs/2310.18080
How do language models deal with the limited bandwidth of the residual stream? Prior work has suggested that some attention heads and MLP layers may perform a "memory management" role. That is, clearing residual stream directions set by earlier layer
Externí odkaz:
http://arxiv.org/abs/2310.07325
Autor:
Ke Xu, Robert Oestreich, Takin Haj Hassani Sohi, Mailis Lounasvuori, Jean G. A. Ruthes, Yunus Zorlu, Julia Michalski, Philipp Seiffert, Till Strothmann, Patrik Tholen, A. Ozgur Yazaydin, Markus Suta, Volker Presser, Tristan Petit, Christoph Janiak, Jens Beckmann, Jörn Schmedt auf der Günne, Gündoğ Yücesan
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-11 (2024)
Abstract Herein, we report polyphosphonate covalent organic frameworks (COFs) constructed via P-O-P linkages. The materials are synthesized via a single-step condensation reaction of the charge-assisted hydrogen-bonded organic framework, which is con
Externí odkaz:
https://doaj.org/article/a50751f066e04c74b41cabb0d8e44465
Autor:
Janiak, Andrew, author
Publikováno v:
The Enlightenment's Most Dangerous Woman : Émilie du Châtelet and the Making of Modern Philosophy, 2025.
Externí odkaz:
https://doi.org/10.1093/oso/9780197757987.003.0001
Autor:
Janiak, Andrew, author
Publikováno v:
The Enlightenment's Most Dangerous Woman : Émilie du Châtelet and the Making of Modern Philosophy, 2025.
Externí odkaz:
https://doi.org/10.1093/oso/9780197757987.003.0006