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Fatima Tuz Zohora, Dhireesha Kudithipudi
Online class-incremental learning is a challenging setting in which the model continually learns new classes from a single pass over the data while retaining discrimination among previously seen classes. Although exemplar replay performs well in this setting, it incurs substantial memory and …
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Fatima Tuz Zohora, Nicolas Ramos, Abinidhi Geethaikrishnan, Hai Li et autres
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Fatima Tuz Zohora, Israt Jahan Upama, Hossain M.M.A. Rashed
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Jason Yik, Korneel Van den Berghe, Douwe den Blanken, Younes Bouhadjar et autres
Neuromorphic computing shows promise for advancing computing efficiency and capabilities of AI applications using brain-inspired principles. However, the neuromorphic research field currently lacks standardized benchmarks, making it difficult to accurately measure technological advancements, compare performance with conventional methods, and identify promising future …
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Fatima Tuz Zohora, Vedant Karia, Nicholas Soures, Dhireesha Kudithipudi
Edge devices operating in dynamic environments critically need the ability to continually learn without catastrophic forgetting. The strict resource constraints in these devices pose a major challenge to achieve this, as continual learning entails memory and computational overhead. Crossbar architectures using memristor …
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Fatima Tuz Zohora, Vedant Karia, Nicholas Soures, Dhireesha Kudithipudi
Edge devices operating in dynamic environments critically need the ability to continually learn without catastrophic forgetting. The strict resource constraints in these devices pose a major challenge to achieve this, as continual learning entails memory and computational overhead. Crossbar architectures using memristor …
Md. Joynal Abedin, Fatima Tuz Zohora, Irfan Ul Hasan, Md Zillur Rahman
bd (code pays fourni par la source)
Irfan Ul Hasan, Fatima Tuz Zohora, Md. Joynal Abedin, Md Zillur Rahman
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Dhireesha Kudithipudi, Anurag Daram, Abdullah M. Zyarah, Fatima Tuz Zohora et autres
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Geranda Notten, Fatima Tuz Zohora, Charles Plante, Rachel Laforest
Réduire la pauvreté est une tâche complexe. Nous cherchons à savoir si la situation des familles monoparentales et des adultes célibataires en âge de travailler s’est améliorée, dans un contexte politique qui priorise, du moins sur le plan rhétorique, la réduction de …
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Anjuman Ara, Fatima Tuz Zohora, Nabila Nurul, Anzum Tanvir et autres
Abstract Solar energy is one of the sources of renewable energy which is clean, affordable, and limitless. Despite Bangladesh having a significant potential for solar energy for its excellent geographic location, relatively low research work on location selection for the establishment of …
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Dhireesha Kudithipudi, Anurag Daram, Abdullah M. Zyarah, Fatima Tuz Zohora et autres
Lifelong learning - an agent's ability to learn throughout its lifetime - is a hallmark of biological learning systems and a central challenge for artificial intelligence (AI). The development of lifelong learning algorithms could lead to a range of novel AI applications, …
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