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    Synthesis Lectures on Computer Vision

    Ansicht: 4 Einträge

    Katsushi Ikeuchi, Naoki Wake, Jun Takamatsu, Kazuhiro Sasabuchi
    Learning-from-Observation 2.0

    Synthesis Lectures on Computer Vision

    This book presents recent breakthroughs in the field of Learning-from-Observation (LfO) resulting from advancement in large language models (LLM) and reinforcement learning (RL) and positions it in the co…

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    Aktueller Preis: EUR 42,66

    Machine Unlearning for Governance of Foundation Models

    Synthesis Lectures on Computer Vision

    This book provides a systematic and in-depth introduction to machine unlearning (MU) for foundation models, framed through an optimization--model--data tri-design perspective and complemented by assessmen…

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    Aktueller Preis: EUR 42,66

    Lei Huang
    Normalization Techniques in Deep Learning

    Synthesis Lectures on Computer Vision

    This book surveys normalization techniques with a deep analysis in training deep neural networks. Normalization methods can improve the training stability, optimization efficiency, and generalization abil…

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    Aktueller Preis: EUR 42,66

    Yue Song, Thomas Anderson Keller, Nicu Sebe, Max Welling
    Structured Representation Learning

    Synthesis Lectures on Computer Vision

    This book introduces approaches to generalize the benefits of equivariant deep learning to a broader set of learned structures through learned homomorphisms. In the field of machine learning, the idea of …

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    Aktueller Preis: EUR 47,99
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