#zero-shot-learning articles

CBChinmay Bansalchinmaybansal.hashnode.dev1d ago · 10 min read

How Vision-Language Models Actually 'See'

Type "a dog wearing sunglasses at the beach" into an image search bar, and somehow, out of billions of unlabeled photos, the right ones show up. Nobody manually tagged those photos with that exact phr

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DVDivya Vetriveerancstales.hashnode.devJun 17, 2025 · 4 min read

Enhance Image Recognition with Zero-Shot Classification: Using CLIP and Gradio

🧠 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’s where zero-shot classification come...

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GDGabi Dobocanblog.telepat.ioNov 22, 2024 · 4 min read

Revolutionizing Image Matting: Zim's Zero-Shot Capabilities

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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GDGabi Dobocanblog.telepat.ioNov 17, 2024 · 3 min read

Introducing SAMPart3D: A Revolution in 3D Part Segmentation

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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GDGabi Dobocanblog.telepat.ioNov 17, 2024 · 3 min read

Exploring SAMPart3D: Revolutionizing 3D Part Segmentation

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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VRVenkat Rvenkatr.hashnode.devJun 28, 2024 · 4 min read

Neural Networks Demystified: From Basics to Advanced Architectures

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...

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NGNaman Goelblog.futuresmart.aiMay 18, 2023 · 7 min read

Exploring Zero-Shot Learning and HuggingFace Transformers: A Comprehensive Guide

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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