Combining multiple network models into an ensemble increases performance, but it is a reality that there are many difficulties when applied in practice because the total network size and inference time also increase. Multi-model Ensemble via Adversarial Learning (MEAL) solves this...
The performance improvement shown by Transformer-based language models is surprising, but as the model size increases exponentially, concerns about service costs are also becoming important. Bert-base or GPT-2 has about 100 million parameters, so the model size, memory bandwidth,...
The link is a review of a paper published by Sony and ETH Zurich, which shows that the reinforcement learning was applied to the famous car game Gran Turismo, which exceeded the human record. The technology used is already well known...
Scatterlab (https://scatterlab.co.kr/), which stands out in everyday conversational research, is an article on the Ping-Pong team blog. I still see GPT-3 as a'eye of doubt', but it's curious when I see it again...
bryandlee's github has the results of image translation application using deep generative model and related research made into a webcomic in the late years of calm man. The title of the study is also “Chilled Generative Model Learner”. I like this wit! Looking at the process, webtoon…
Imagenet-1K (1000 class image classification problem) is a task that has been optimized with the development of CNN. AlexNet's TOP-5 error, which announced the beginning of the deep learning era, was about 17%. At that time, the TOP-5 error of the existing top technology (SIFT+FV) was about 26%...
I've heard stories that you can know what you're talking about with just the movements of your lips if you get special training, but the research in the link was realized with AI.
Deep learning-based super resolution technology was adopted by NVidia's latest GPU under the name DLSS (deep learning super sampling) and became a real service technology for consumers. Mainly in the 4K gaming market, 2K…
An international standard for a new video codec named (ISO MPEG) VVC or (ITU-T) H.266 has been released. Share related articles. Unlike HEVC, where most of the technologies were completed before the advent of deep learning technology, VVC is deep learning…
