Essays about: "modalities"

Showing result 1 - 5 of 210 essays containing the word modalities.

1. 1. Where to Fuse

   University essay from Lunds universitet/Matematisk statistik

   Author : Lukas Petersson; [2024]
   Keywords : Technology and Engineering;

   Abstract : This thesis investigates fusion techniques in multimodal transformer models, focusing on enhancing the capabilities of large language models in understanding not just text, but also other modalities like images, audio, and sensor data. The study compares late fusion (concatenating modality tokens after separate encoding) and early fusion (concatenating before encoding) techniques, examining their respective advantages and disadvantages. READ MORE

3. 2. Combining Cell Painting, Gene Expression and Structure-Activity Data for Mechanism of Action Prediction

   University essay from Uppsala universitet/Nationellt resurscentrum för biologi och bioteknik

   Author : Erik Everett Palm; [2023]
   Keywords : bioinformatics; deep learning; machine learning; joint model; tabular data; image data;

   Abstract : The rapid progress in high-throughput omics methods and high-resolution morphological profiling, coupled with the significant advances in machine learning (ML) and deep learning (DL), has opened new avenues for tackling the notoriously difficult problem of predicting the Mechanism of Action (MoA) for a drug of clinical interest. Understanding a drug's MoA can enrich our knowledge of its biological activity, shed light on potential side effects, and serve as a predictor of clinical success. READ MORE

4. 3. Between a Rock and a Hard Place: A Qualitative Study on Communal Belonging and Interfaith Relations among Jordanian Christians

   University essay from Lunds universitet/Graduate School

   Author : Leonardo Del Piccolo; [2023]
   Keywords : Jordan; Christians; minority; identity; sectarianism; belonging; qualitative research; thematic analysis; Social Sciences;

   Abstract : The Jordanian Christian community is, in many aspects, a unique case within the MENA region. Mostly neglected by scholars and the mainstream public alike, it is perceived as unproblematic due to the institutional guarantees granted by the Hashemite regime, and the absence of apparent existential threats. READ MORE

5. 4. Unleashing the Power of AI Mobile Robots: A Journey into CognitiveLoad, Multimodal Signalling, and Trust in Multi-Robot Team

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : Madeleine Englund; [2023]
   Keywords : ;

   Abstract : This Master's thesis examines the impact of multimodal signalling on cognitive load, trust, and usability in multi-robot teams using a within-subjects design. The study investigates whether feedback through multimodal signalling effectively conveys trust and minimises cognitive load for operators. READ MORE

6. 5. "Sound and Vision": Thomas Pynchon, Perception, and Transcendence

   University essay from Lunds universitet/Engelska

   Author : Viktor Ferdinand Kovács; [2023]
   Keywords : Perception; transcendence; auditory self; phenomenology; modalities of experience; perceptual mode; imaginative mode; Thomas Pynchon; Gravity s Rainbow; The Crying of Lot 49; Languages and Literatures;

   Abstract : Previous studies of Thomas Pynchon’s works have made progress in defining numerous aspects of what could be construed as the Pynchonian worldview. However, they have mainly identified them in general, visual terms, separated from the level of the direct experience of his characters. READ MORE