AITopics | Yanwei Pang

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Yanwei Pang

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Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning

yunlong yu, Zhong Ji, Yanwei Fu, Jichang Guo, Yanwei Pang, Zhongfei (Mark) Zhang

Neural Information Processing SystemsMay-26-2025, 08:22:23 GMT

Zero-Shot Learning (ZSL) is generally achieved via aligning the semantic relationships between the visual features and the corresponding class semantic descriptions. However, using the global features to represent fine-grained images may lead to sub-optimal results since they neglect the discriminative differences of local regions. Besides, different regions contain distinct discriminative information. The important regions should contribute more to the prediction.

class semantic feature, large language model, machine learning, (18 more...)

Neural Information Processing Systems

Country:

Asia > China (0.14)
North America > Canada (0.14)

Genre: Research Report (0.68)

Technology:

Information Technology > Artificial Intelligence > Vision (1.00)
Information Technology > Artificial Intelligence > Natural Language > Machine Translation (0.68)
Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.65)
(2 more...)

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