Search Results - "German, I. I."

Continual lifelong learning with neural networks: A review by Parisi, German I., Kemker, Ronald, Part, Jose L., Kanan, Christopher, Wermter, Stefan

“…Humans and animals have the ability to continually acquire, fine-tune, and transfer knowledge and skills throughout their lifespan. This ability, referred to…”
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Lifelong learning of human actions with deep neural network self-organization by Parisi, German I., Tani, Jun, Weber, Cornelius, Wermter, Stefan

“…Lifelong learning is fundamental in autonomous robotics for the acquisition and fine-tuning of knowledge through experience. However, conventional deep neural…”
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Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization by Parisi, German I, Tani, Jun, Weber, Cornelius, Wermter, Stefan

“…Artificial autonomous agents and robots interacting in complex environments are required to continually acquire and fine-tune knowledge over sustained periods…”
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CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions by Lomonaco, Vincenzo, Pellegrini, Lorenzo, Rodriguez, Pau, Caccia, Massimo, She, Qi, Chen, Yu, Jodelet, Quentin, Wang, Ruiping, Mai, Zheda, Vazquez, David, Parisi, German I., Churamani, Nikhil, Pickett, Marc, Laradji, Issam, Maltoni, Davide

“…In the last few years, we have witnessed a renewed and fast-growing interest in continual learning with deep neural networks with the shared objective of…”
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Self-organizing neural integration of pose-motion features for human action recognition by Parisi, German I, Weber, Cornelius, Wermter, Stefan

“…The visual recognition of complex, articulated human movements is fundamental for a wide range of artificial systems oriented toward human-robot communication,…”
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Greening peace in Colombia by Baptiste, Brigitte, Pinedo-Vasquez, Miguel, Gutierrez-Velez, Victor H., Andrade, Germán I., Vieira, Pablo, Estupiñán-Suárez, Lina M., Londoño, Maria C., Laurance, William, Lee, Tien Ming

“…As peace consolidates in Colombia, can biodiversity survive development? We discuss challenges and opportunities for integrating forest biodiversity…”
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Non-cytotoxic copper overload boosts mitochondrial energy metabolism to modulate cell proliferation and differentiation in the human erythroleukemic cell line K562 by Ruiz, Lina M, Jensen, Erik L, Rossel, Yancing, Puas, German I, Gonzalez-Ibanez, Alvaro M, Bustos, Rodrigo I, Ferrick, David A, Elorza, Alvaro A

“…Copper is integral to the mitochondrial respiratory complex IV and contributes to proliferation and differentiation, metabolic reprogramming and mitochondrial…”
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Using a futures orientation to enable adaptation of protected areas under climate change by Múnera‐Roldán, Claudia, Colloff, Matthew J., Kerkhoff, Lorrae, Andrade, German I.

“…Protected areas are central for long‐term conservation of biodiversity and can potentially support climate change mitigation. But protected areas are also…”
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Clinical Pharmacology of Artemisinin-Based Combination Therapies by Aweeka, Francesca T., German, Polina I.

“…Malaria, a disease transmitted by the female Anopheles mosquito, has had devastating effects on human populations for more than 4000 years. Treatment of the…”
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Assembling the pieces: a framework for the integration of multi-functional ecological main structure in the emerging urban region of Bogotá, Colombia by Andrade, Germán I., Remolina, Fernando, Wiesner, Diana

“…Bogotá, the capital of the Republic of Colombia, is a tropical highland city located 2,650 m above sea level. It is the 25th largest city in the world and,…”
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Structure of Argon Solid Phases Formed from the Liquid State at Different Isobaric Cooling Rates by German, Eugeny I., Tsydypov, Shulun B., Ojovan, Michael I., Darmaev, Migmar V.

“…By the method of molecular dynamics, computer simulation of the processes of isobaric cooling of argon particle systems under initial conditions with a…”
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Anti-Candida Activity of Bursera morelensis Ramirez Essential Oil and Two Compounds, α-Pinene and γ-Terpinene-An In Vitro Study by Rivera-Yañez, C Rebeca, Terrazas, L Ignacio, Jimenez-Estrada, Manuel, Campos, Jorge E, Flores-Ortiz, Cesar M, Hernandez, Luis B, Cruz-Sanchez, Tonatiuh, Garrido-Fariña, German I, Rodriguez-Monroy, Marco A, Canales-Martinez, M Margarita

“…The candidiasis caused by is a public health problem. The abuse of antifungals has contributed to the development of resistance. has demonstrated antibacterial…”
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Early Diagnosis of Hemophagocytic Lymphohistiocytosis in an Adult Presenting With Sickle Cell Disease: A Case Report by Prieto-Torres, Andres E, Rojas-Torres, Andres F, Salguedo, German I, Martinez-Cordero, Humberto

“…Hemophagocytic lymphohistiocytosis (HLH) is a rare but potentially life-threatening syndrome characterized by excessive immune activation and tissue…”
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An Incremental Self-Organizing Architecture for Sensorimotor Learning and Prediction by Mici, Luiza, Parisi, German I., Wermter, Stefan

“…During visuomotor tasks, robots must compensate for temporal delays inherent in their sensorimotor processing systems. Delay compensation becomes crucial in a…”
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Inducing hardening and healability in poly(ethylene- co -acrylic acid) via blending with complementary low molecular weight additives by Baker, Benjamin C, German, I, Stevens, Gary C, Colquhoun, Howard M, Hayes, Wayne

“…The design and synthesis of low molecular weight additives based on self-assembling nitroarylurea units, and their compatibility with poly(ethylene- -acrylic…”
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Compositional Learning of Human Activities With a Self-Organizing Neural Architecture by Mici, Luiza, Parisi, German I, Wermter, Stefan

“…An important step for assistive systems and robot companions operating in human environments is to learn the compositionality of human activities, i.e.,…”
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Expectation Learning for Stimulus Prediction Across Modalities Improves Unisensory Classification by Barros, Pablo, Eppe, Manfred, Parisi, German I, Liu, Xun, Wermter, Stefan

“…Expectation learning is a unsupervised learning process which uses multisensory bindings to enhance unisensory perception. For instance, as humans, we learn to…”
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IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions] by Bae, Heechul, Brophy, Eoin, Chan, Rosa H.M., Chen, Baoquan, Feng, Fan, Graffieti, Gabriele, Goel, Vidit, Hao, Xinyue, Han, Hyonyoung, Kanagarajah, Sathursan, Kumar, Somesh, Lam, Siew-Kei, Lam, Tin Lun, Lan, Chuanlin, Liu, Qi, Lomonaco, Vincenzo, Ma, Liang, Maltoni, Davide, Parisi, German I., Pellegrini, Lorenzo, Piyasena, Duvindu, Pu, Shiliang, She, Qi, Sheet, Debdoot, Song, Soonyong, Son, Youngsung, Wang, Zhengwei, Ward, Tomas E., Wu, Jianwen, Wu, Meiqing, Xie, Di, Xu, Yangsheng, Yang, Lin, Yang, Qihan, Zhong, Qiaoyong, Zhou, Liguang

“…Presents information on IROS 2019…”
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A supramolecular glass made from a low molecular weight amino acid derivative by Baker, B.C., O'Donnell, A.D., Priya, Hyder, M., German, I.M., Hayes, W.

“…[Display omitted] •A nitro-aromatic urea derivative of tyrosine assembles into a novel bio-derived glass.•The molecular transparent glass can be reprocessed…”
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Retention and Separation of Adenosine and Analogues by Affinity Chromatography with an Aptamer Stationary Phase by Deng, Qing, German, Igor, Buchanan, Danielle, Kennedy, Robert T

“…A biotinylated-DNA aptamer (molecular weight 16 600) that binds adenosine and related compounds in solution was immobilized by reaction with streptavidin,…”
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