Zobrazeno 1 - 10
of 867
pro vyhledávání: '"P Gontier"'
Autor:
Bahdanau, Dzmitry, Gontier, Nicolas, Huang, Gabriel, Kamalloo, Ehsan, Pardinas, Rafael, Piché, Alex, Scholak, Torsten, Shliazhko, Oleh, Tremblay, Jordan Prince, Ghanem, Karam, Parikh, Soham, Tiwari, Mitul, Vohra, Quaizar
We present TapeAgents, an agent framework built around a granular, structured log tape of the agent session that also plays the role of the session's resumable state. In TapeAgents we leverage tapes to facilitate all stages of the LLM Agent developme
Externí odkaz:
http://arxiv.org/abs/2412.08445
Autor:
Arefin, Md Rifat, Subbaraj, Gopeshh, Gontier, Nicolas, LeCun, Yann, Rish, Irina, Shwartz-Ziv, Ravid, Pal, Christopher
Decoder-only Transformers often struggle with complex reasoning tasks, particularly arithmetic reasoning requiring multiple sequential operations. In this work, we identify representation collapse in the model's intermediate layers as a key factor li
Externí odkaz:
http://arxiv.org/abs/2411.02344
Publikováno v:
"Modeling the spatial distributions of macro base stations with homogeneous density: Theory and application to real networks," in Proc. of the European Cooperation in Science and Technology (EURO-COST CA20120 TD (22) 0174), Feb. 2022
Stochastic geometry is a highly studied field in telecommunications as in many other scientific fields. In the last ten years in particular, theoretical knowledge has evolved a lot, whether for the calculation of metrics to characterize interference,
Externí odkaz:
http://arxiv.org/abs/2409.05468
Autor:
Robert, Florian, Calovoulos, Alexia, Facq, Laurent, Decoeur, Fanny, Gontier, Etienne, Grosset, Christophe F., de Senneville, Baudouin Denis
Accurately segmenting and individualizing cells in SEM images is a highly promising technique for elucidating tissue architecture in oncology. While current AI-based methods are effective, errors persist, necessitating time-consuming manual correctio
Externí odkaz:
http://arxiv.org/abs/2407.15817
Autor:
Gontier, Quentin, Wiame, Charles, Wiart, Joe, Horlin, François, Tsigros, Christo, Oestges, Claude, De Doncker, Philippe
This paper introduces a new mathematical framework for dynamic beamforming-based cellular networks, grounded in stochastic geometry. The framework is used to study the electromagnetic field exposure (EMFE) of active and idle users as a function of th
Externí odkaz:
http://arxiv.org/abs/2405.01190
Autor:
Gontier, Quentin, Wiame, Charles, Horlin, François, Tsigros, Christo, Oestges, Claude, De Doncker, Philippe
This paper focuses on the meta distribution of electromagnetic field exposure (EMFE) experienced by a passive user in a cellular network implementing dynamic beamforming. The meta distribution serves as a valuable tool for extracting fine-grained ins
Externí odkaz:
http://arxiv.org/abs/2404.12757
We study one- and two-dimensional periodic tight-binding models under the presence of a potential that grows to infinity in one direction, hence preventing the particles to escape in this direction (the soft wall). We prove that a spectral flow appea
Externí odkaz:
http://arxiv.org/abs/2403.02462
Autor:
Gontier, Quentin, Wiame, Charles, Wiart, Joe, Horlin, François, Tsigros, Christo, Oestges, Claude, De Doncker, Philippe
Existing studies analyzing electromagnetic field (EMFE) in wireless networks have primarily considered downlink communications. In the uplink, the EMFE caused by the user's smartphone is usually the only considered source of radiation, thereby ignori
Externí odkaz:
http://arxiv.org/abs/2312.08978
We review thermodynamic limits and scaling limits of electronic structure models for condensed matter. We discuss several mathematical ways to implement these limits in three models of increasing chemical complexity and mathematical difficulty: (1) T
Externí odkaz:
http://arxiv.org/abs/2309.05118
Publikováno v:
Nonlinearity 38 (2025), no. 1, 015002
In this paper we consider stationary states of the SSH model for infinite polyacetylene chains that are homoclinic or heteroclinic connections between two-periodic dimerized states. We prove that such connections converge exponentially fast to the co
Externí odkaz:
http://arxiv.org/abs/2308.00145