{"product_id":"introduction-to-foundation-models-9783031767692","title":"Introduction to Foundation Models","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003ePart I-Fundamentals of Foundation Models.-Chapter 1-Foundation Models and Generative AI.- Chapter 2-Neural Networks.- Chapter 3- Learning and Generalization of Vision Transformers.- Chapter 4-Formalizing In-Context Learning in Transformers.- Part II Advanced Topics in Foundation Model.- Chapter 5-Automated Visual Prompting.- Chapter 6-Prompting Large Language Models with Privacy.- Chapter 7- Memory-Efficient Fine-Tuning for Foundation Models.- Chapter 8 Large Language Models Meet Time Series.- Chapter 9-Large Language Models Meet Speech Recognition.- Chapter 10-Benchmarking Foundation Models using Synthetic Datasets.- Chapter 11-Machine Unlearning for Foundation Models.- Chapter 12-Part III Trust and Safety in Foundation Models.- Chapter 12-Trustworthiness Evaluation of Large Language Models.- Chapter 13-Attacks and Defenses on Aligned Large Language Models.- Chapter 14- Safety Risks in Fine-tuning Large Language Models.- Chapter15- Watermarks for Large Language Models.- Chapter 16- AI-Generated Text Detection.- Chapter 17- Backdoor Risks in Diffusion Models.- Chapter 18- Prompt Engineering for Safety Red-teaming: A Case Study on Text-to-Image Diffusion Models.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":51360333234519,"sku":"9783031767692","price":59.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9783031767692.jpg?v=1754127361","url":"https:\/\/bookcurl.com\/products\/introduction-to-foundation-models-9783031767692","provider":"Book Curl","version":"1.0","type":"link"}