LoopSCC: A new loop summarization technique to achieve concrete semantic interpretation in complex loops
Loop analysis with difficult control flows is a challenging problem that has persisted for more than two decades in program ...
Tag: technique
Stanford University Researchers Propose ExPLoRA: A Highly Effective AI Technique to Improve Transfer Learning of Pretrained Vision Transformers (ViT) on Domain Changes
Efficient parameter fine-tuning (PEFT) methods, such as low-rank adaptation (LoRA), allow large pre-trained baseline models to adapt to subsequent tasks ...
Contextual retrieval: An advanced AI technique that reduces incorrect fragment retrieval rates by up to 67%
The development of artificial intelligence (ai) models, especially in specialized contexts, depends on their ability to access and use prior ...
Source2Synth: a new artificial intelligence technique for generating and curating synthetic data based on real data sources
Large language models (LLMs) have demonstrated impressive performance on tasks such as natural language processing, text generation, and text synthesis. ...
Which regression technique should I use? | by Piero Paialunga | August, 2024
Below is a taxonomy of which regression technique is best for your specific dataset.Image created by the author using DALL·EWhen ...
Mastering the Dictionary Chain Technique in Indication Engineering
Introduction The ability to be fast has become increasingly important in the rapidly developing fields of artificial intelligence and natural ...
This Microsoft AI article introduces RUBICON: a machine learning technique for evaluating domain-specific human-AI conversations
Evaluating conversational ai assistants, such as GitHub Copilot Chat, is challenging due to their reliance on language models and chat-based ...
Google DeepMind presents a parameter-efficient expert retrieval mechanism that leverages the product key technique for sparse retrieval of a million small experts
In Transformer architectures, computational costs and activation memory grow linearly with increasing feedforward layers’ hidden layer width (FFW). This scaling ...
Doping: A Technique to Test Outlier Detectors | by W Brett Kennedy | Jul, 2024
Using well-crafted synthetic data to compare and evaluate outlier detectorsThis article continues my series on outlier detection, following articles on ...
Microsoft AI reveals Skeleton Key: a new type of jailbreak technique with generative AI
Generative ai jailbreaking involves creating messages that trick the ai into ignoring its security guidelines, allowing the user to generate ...
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