Sökning: "multi-modal modeling"

Visar resultat 1 - 5 av 7 avhandlingar innehållade orden multi-modal modeling.

1. 1. Four Proposals for Enterprise Modeling

   Författare :Darek Eriksson; Chalmers tekniska högskola; []
   Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; change; development; enterprise; modeling process; enterprise modeling language; systems science; constructivist epistemology; organization; modeling; multi-modal modeling; model;

   Sammanfattning : Any enterprise whether a major corporation, a small family-owned business, a public school, a hospital, or a military unit needs to develop itself continuously in order to adapt to the challenges originating within itself and from its environment, in relation to its overall purpose or mission. Deliberate development and management of an enterprise manifest complexity that gives rise to a central challenge: how can we obtain a comprehensive intelligibility of an enterprise? One conceptual tool to overcome this challenge is enterprise modeling; it supports articulation of an enterprise and consequently intelligibility of its complexity. LÄS MER

3. 2. Unsupervised Learning of Biomolecular Dynamics with Multi-Modal Data

   Författare :Christopher Kolloff; Chalmers tekniska högskola; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; biomolecular dynamics; data-driven modeling; integrative structural biology; generative modeling; multi- modal machine learning; statistical mechanics; augmented Markov models;

   Sammanfattning : The functioning of cells critically depends on the dynamics of biomolecular systems, such as proteins or nucleic acids. Biophysical experiments as well as Molecular Dynamics (MD) simulations are the primary techniques to model and understand the kinetics and thermodynamics of biomolecules. LÄS MER

4. 3. Improving Language Models Using Augmentation and Multi-Modality

   Författare :Tobias Norlund; Chalmers tekniska högskola; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; natural language processing; contextual augmentation; multimodal language modeling; language models;

   Sammanfattning : Language models have become a core component in modern Natural Language Processing (NLP) as they constitute a powerful base that is easily adaptable to many language processing tasks. Part of the strength lies in their ability to embed associations representing general world knowledge. LÄS MER

5. 4. Computational Models of Spatial Transcriptomes

   Författare :Ludvig Bergenstråhle; Joakim Lundeberg; Jens Lagergren; Ole Winther; KTH; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Biotechnology; Bioteknologi;

   Sammanfattning : Spatial biology is a rapidly growing field that has seen tremendous progress over the last decade. We are now able to measure how the morphology, genome, transcriptome, and proteome of a tissue vary across space. LÄS MER

7. 5. Developing Data-Driven Models for Understanding Human Motion

   Författare :Wenjie Yin; Mårten Björkman; Danica Kragic; Anders Heyden; KTH; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Datalogi; Computer Science;

   Sammanfattning : Humans are the primary subjects of interest in the realm of computer vision. Specifically, perceiving, generating, and understanding human activities have long been a core pursuit of machine intelligence. LÄS MER