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pro vyhledávání: '"P. Mangat"'
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 defi
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
Most US school districts draw geographic "attendance zones" to assign children to schools based on their home address, a process that can codify existing neighborhood racial/ethnic and socioeconomic status (SES) segregation in schools. Redrawing boun
Externí odkaz:
http://arxiv.org/abs/2408.12572
Autor:
Mukherjee, Subhabrata, Gamble, Paul, Ausin, Markel Sanz, Kant, Neel, Aggarwal, Kriti, Manjunath, Neha, Datta, Debajyoti, Liu, Zhengliang, Ding, Jiayuan, Busacca, Sophia, Bianco, Cezanne, Sharma, Swapnil, Lasko, Rae, Voisard, Michelle, Harneja, Sanchay, Filippova, Darya, Meixiong, Gerry, Cha, Kevin, Youssefi, Amir, Buvanesh, Meyhaa, Weingram, Howard, Bierman-Lytle, Sebastian, Mangat, Harpreet Singh, Parikh, Kim, Godil, Saad, Miller, Alex
We develop Polaris, the first safety-focused LLM constellation for real-time patient-AI healthcare conversations. Unlike prior LLM works in healthcare focusing on tasks like question answering, our work specifically focuses on long multi-turn voice c
Externí odkaz:
http://arxiv.org/abs/2403.13313
Nitrogen vacancy (NV) centers in diamonds have been explored for realizing a wide range of sensing applications in the last decade due to their unique quantum properties. Here we realize a compact and portable magnetometer with an ensemble of NV cent
Externí odkaz:
http://arxiv.org/abs/2402.15748
We present a method for mapping Reddit communities that accounts for temporal shifts, using quantitative and qualitative analyses of clustering techniques to produce high-quality, stable, and meaningful maps for researchers, journalists and casual Re
Externí odkaz:
http://arxiv.org/abs/2309.14259
We present DABS (Database of Accreting Binary Simulations), an open-access database of modelled Low Mass X-ray Binaries (LMXBs). DABS has been created using evolutionary tracks of neutron star and black hole LMXBs, spanning a large set of initial con
Externí odkaz:
http://arxiv.org/abs/2212.03032
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In order to ensure safe autonomous driving, precise information about the conditions in and around the vehicle must be available. Accordingly, the monitoring of occupants and objects inside the vehicle is crucial. In the state-of-the-art, single or m
Externí odkaz:
http://arxiv.org/abs/2205.01515
In this work, we study the effect of differential rotation, finite temperature and strangeness on the quasi stationary sequences of hyper massive neutron stars (HMNS). We generate constant rest mass sequences of differentially rotating and uniformly
Externí odkaz:
http://arxiv.org/abs/2204.01778