Jun 17, 2025 路 4 min read 路 馃 Introduction Traditional image classification models need to be trained on a fixed set of labeled classes. But what if we could classify new images into any category we want, without retraining the model? That鈥檚 where zero-shot classification come...
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Nov 22, 2024 路 4 min read 路 Zero-Shot Image Matting: Time for a New Perspective In this article, we're taking a deep dive into "Zim: Zero-Shot Image Matting For Anything," a groundbreaking approach presented by a group of researchers from NAVER Cloud and various institutions. T...
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Nov 17, 2024 路 3 min read 路 Arxiv: https://arxiv.org/abs/2411.07184v1 PDF: https://arxiv.org/pdf/2411.07184v1.pdf Authors: Xihui Liu, Yan-Pei Cao, Edmund Y. Lam, Xiaoyang Wu, Liangjun Lu, Yuan-Chen Guo, Yukun Huang, Yunhan Yang Published: 2024-11-11 Exploring 3D part segmenta...
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Nov 17, 2024 路 3 min read 路 Arxiv: https://arxiv.org/abs/2411.07184v1 PDF: https://arxiv.org/pdf/2411.07184v1.pdf Authors: Xihui Liu, Yan-Pei Cao, Edmund Y. Lam, Xiaoyang Wu, Liangjun Lu, Yuan-Chen Guo, Yukun Huang, Yunhan Yang Published: 2024-11-11 Understanding the vast uni...
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Jun 28, 2024 路 4 min read 路 Neural networks are the backbone of modern AI, powering advancements in various fields from image recognition to natural language processing. This blog post will unravel the complexities of neural networks, covering their basics, advanced architectur...
Join discussionMay 18, 2023 路 7 min read 路 I. Introduction Zero-shot learning (ZSL) is a machine learning paradigm that enables models to classify new examples that are not included in the training data. In Zero-Shot Learning, the model uses previously learned information to recognize new cla...
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