Essays about: "saman"

Showing result 1 - 5 of 35 essays containing the word saman.

1. 1. Real-time uncertainty estimation for deep learning

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Árni Dagur Guðmundsson; [2023]
   Keywords : Machine Learning; Deep Learning; Uncertainty Estimation; Evidential Deep Learning; Computer Vision; Maskininlärning; Djupinlärning; Osäkerhetsuppskattning; Evidential Deep Learning; Datorseende; Vélnám; Djúptauganet; Óvissumat; Evidential Deep Learning; Tölvusjón;

   Abstract : Modern deep neural networks do not produce well calibrated estimates of their own uncertainty, unless specific uncertainty estimation techniques are applied. Common uncertainty estimation techniques such as Deep Ensembles and Monte Carlo Dropout necessitate multiple forward pass evaluations for each input sample, making them too slow for real-time use. READ MORE

3. 2. Reducing the computational complexity of a CNN-based neural network used for partitioning in VVC compliant encoders

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Saman Rassam; [2022]
   Keywords : Video Coding; VVC; Block Partitioning; VTM; ANN; CNN; Videkodning; VVC; Blockpartitionering; VTM; ANN; CNN;

   Abstract : Block partitioning is a computationally heavy step in the video coding process. Previously, this stage has been done using a full-search-esque algorithm. READ MORE

4. 3. Characterization of Metal Powders in Electron Beam Powder Bed Fusion : Regarding particle size distribution of the finished part

   University essay from KTH/Materialvetenskap

   Author : Mattias Jerhamre Engström; Saman Sharif Hedås; [2022]
   Keywords : ;

   Abstract : As the manufacturing industry looks for better ways to create complex parts using sustainable and efficient methods, the additive manufacturing sector is taking a step forward. Additive manufacturing brings with it a large reduction in material used and the complex structures that can be created are not something to overlook. READ MORE

5. 4. Towards holistic net-zero : Ecological and energy-efficientBuilding in Utsikten

   University essay from Högskolan Dalarna/Institutionen för information och teknik

   Author : Dana Wso; Saman Aliramaei; [2022]
   Keywords : ecological material; insulation materials; windows types; solar PV panel; zero net energy;

   Abstract : Global warming is one of the biggest challenges today, and the construction sector is one of the main sectors contributing to climate change. Due to this, using environmentally friendly materials in construction is an important decision against global warming. READ MORE

6. 5. Framing the Advancement of the Russian Enemy : The Extent of the European Union’s Framing of Russia as a Military and Political Threat in the Aftermath of the Annexation of Crimea

   University essay from Stockholms universitet/Institutionen för ekonomisk historia och internationella relationer

   Author : Saman Roumi; [2021]
   Keywords : Threat Assessment; Framing theory; Russia; European Union;

   Abstract : This study focuses on how important foreign policy crises are interpreted and used to construct images and framing of transnational threats. Since Russia’s annexation of Crimea, Ukraine 2014, the security order in Europe and within the European Union has been affected in various ways because of how Russia is portrayed as a potential threat. READ MORE