Essays about: "Scaling transformer"
Showing result 1 - 5 of 6 essays containing the words Scaling transformer.
-
1. Analyzing the Influence of Synthetic andAugmented Data on Segmentation Model
University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknikAbstract : The field of Artificial Intelligence (AI) has experienced unprecedented growth in recent years, thanks to the numerous applications related to speech recognition, natural language processing, and computer vision. However, one of the challenges facing AI is the requirement for large amounts of energy, time, and data to be effective and accurate. READ MORE
-
2. Multiclass Brain Tumour Tissue Classification on Histopathology Images Using Vision Transformers
University essay from Linköpings universitet/Statistik och maskininlärningAbstract : Histopathology refers to inspecting and analysing tissue samples under a microscope to identify and examine signs of diseases. The manual investigation procedure of histology slides by pathologists is time-consuming and susceptible to misconceptions. READ MORE
-
3. Video Retargeting using Vision Transformers : Utilizing deep learning for video aspect ratio change
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The diversity of video material, where a video is shot and produced using a single aspect ratio, and the variety of devices that can play video with screens in different aspect ratios make video retargeting a relevant topic. The process of fitting a video filmed in one aspect ratio to a screen in another aspect ratio is called video retargeting, and the retargeted video should ideally preserve the important content and structure of the original video as well as be free of visual artifacts. READ MORE
-
4. Physics-Informed Machine Learning in Power Transformer Dynamic Thermal Modelling
University essay from KTH/Matematisk statistikAbstract : Artificial neural networks (ANNs) are commonly considered as "black boxes": they can approximate any function without giving any interpretation. Novel research has observed that the laws of physics, which govern everything around us, can supplement the implementation of a neural network. READ MORE
-
5. The Impact of Scaling Down a Language Model Used for Text Summarization
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Machine learning based language models have achieved state-of-the-art results on a variety of tasks. However, their applicability in commercial uses is becoming increasingly difficult to motivate due to their ever-increasing size. READ MORE