The Topological BERT: Transforming Attention into Topology for Natural Language Processing

Autor: Perez, Ilan, Reinauer, Raphael

In recent years, the introduction of the Transformer models sparked a revolution in natural language processing (NLP). BERT was one of the first text encoders using only the attention mechanism without any recurrent parts to achieve state-of-the-art

Externí odkaz: http://arxiv.org/abs/2206.15195

Misidentification of free school tunas in the AOTTP database: Issues to identify fish-attractive seamounts

Autor: Akia, Sosthène, Perez, Ilan, Guéry, Loreleï, Gaertner, Daniel

Publikováno v: Fisheries Research (0165-7836) (Elsevier BV), 2022-07, Vol. 251, P. 106324 (7p.)
Marine Biology
Marine Biology, 2022, 251, pp.106324. ⟨10.1016/j.fishres.2022.106324⟩
Fisheries Research

Several studies have shown that the school type at release can significantly influence the amplitude of the movements of a tagged fish. In particular, it has been shown that seamounts can have a retention effect on tuna, suggesting that their migrati

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2a50a6e137decda42f2316ffee310f2e
https://archimer.ifremer.fr/doc/00764/87632/

The Celtic Sea Through Time and Space: Ecosystem Modeling to Unravel Fishing and Climate Change Impacts on Food-Web Structure and Dynamics

Autor: Hernvann, P. Y., Gascuel, D., Gruss, A., Druon, J. N., Kopp, D., Perez, Ilan, Piroddi, C., Robert, M.

Publikováno v: Frontiers in Marine Science
Frontiers in Marine Science, 2020, 7, ⟨10.3389/fmars.2020.578717⟩
Frontiers in Marine Science, Frontiers Media, 2020, 7, ⟨10.3389/fmars.2020.578717⟩
Frontiers In Marine Science (2296-7745) (Frontiers Media SA), 2020-12, Vol. 7, P. 578717 (26p.)

International audience; Both trophic structure and biomass flow within marine food webs are influenced by the abiotic environment and anthropogenic stressors such as fishing. The abiotic environment has a large effect on species spatial distribution

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::3d7e119d8c6e04ece0346147d306a923
https://hal.science/hal-03136139/document

Le Balanced Harvest est-il une bonne idée ? Une approche par modélisation écosystémique pour reconstruire les pêcheries et la structure trophique en mer Celtique

Autor: Perez, Ilan

Publikováno v: Life Sciences [q-bio]. 2019

Balanced harvest has been suggested as a new paradigm of fisheries management in order to minimize the impacts of fisheries on marine ecosystems, by distributing the fishing pressure on all species and trophic levels, proportionally to the productivi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______2592::d5500c9b97a62b8f24721d02a07fb0de
https://dumas.ccsd.cnrs.fr/dumas-02619170/file/2019_ILAN_PEREZ_SHA.pdf