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A Gentle Introduction to Batch Normalization

Deep neural networks have drastically evolved over the years, overcoming common challenges that arise when...

A False Sense of Privacy: Evaluating Textual Data Sanitization Beyond Surface-level Privacy Leakage

arXiv:2504.21035v2 Announce Type: replace-cross Abstract: Sanitizing sensitive text data typically involves removing personally identifiable information...

A Decomposition-Based Approach for Evaluating and Analyzing Inter-Annotator Disagreement

arXiv:2206.05446v2 Announce Type: replace Abstract: We propose a novel method to conceptually decompose an existing...

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

arXiv:2504.15585v4 Announce Type: replace-cross Abstract: The remarkable success of Large Language Models (LLMs) has illuminated...

A Coding Implementation to Build a Complete Self-Hosted LLM Workflow with Ollama, REST API, and Gradio Chat Interface

In this tutorial, we implement a fully functional Ollama environment inside Google Colab to replicate...

A Coding Guide to Master Self-Supervised Learning with Lightly AI for Efficient Data Curation and Active Learning

In this tutorial, we explore the power of self-supervised learning using the Lightly AI framework...

5 strategies that separate AI leaders from the 92% still stuck in pilot mode

Accenture’s new research reveals the critical strategies that separate the companies successfully scaling AI from...

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