Essays about: "Generative Pre-training"
Showing result 1 - 5 of 6 essays containing the words Generative Pre-training.
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1. Text-Driven Fashion Image Manipulation with GANs : A case study in full-body human image manipulation in fashion
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Language-based fashion image editing has promising applications in design, sustainability, and art. However, it is considered a challenging problem in computer vision and graphics. The diversity of human poses and the complexity of clothing shapes and textures make the editing problem difficult. READ MORE
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2. Fine-tuning Bot Play Styles From Demonstration
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : In recent years, Reinforcement Learning (RL) has successfully been used to train agents for games. Nonetheless, in the game industry there is still a necessity for bots not only to succeed in the environments but also to act human-like while playing the game. READ MORE
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3. Enhanced Experience Generation for Reinforcement Learning Pre-training in Telecommunication Systems
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In recent years, the rise of Reinforcement Learning (RL) in robotics and games has attracted growing attention from different industries, such as telecommunications. One novel attempt to apply reinforcement learning within telecommunications is to train an RL agent for auto-scaling Virtualized Network Functions (VNFs) in a core network environment. READ MORE
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4. Response Generation Using Large-scale Pre-trained Language Models
University essay fromAbstract : In this project I studied how generative neural language models can be used for response generation. The purpose of the model is to generate responses for a social robot, instead of having responses be authored and evaluated by crowd-sourced workers. READ MORE
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5. Employing a Transformer Language Model for Information Retrieval and Document Classification : Using OpenAI's generative pre-trained transformer, GPT-2
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : As the information flow on the Internet keeps growing it becomes increasingly easy to miss important news which does not have a mass appeal. Combating this problem calls for increasingly sophisticated information retrieval methods. READ MORE
