Hiring AI reinforcement learning experts October 14, 2020 - Wav2Vec 2.0 Revealed-Create ASR with 10 Minute Voice August 5, 2020
- Generation code of Lee Malnyun webtoon style faces September 21, 2020
- First Order Motion Model for Image Animation July 29, 2020
- NVidia Maxine: AI-based video communication platform October 21, 2020
News
Smilegate.AI facebook page opened
Smilegate.AI's facebook page has been opened. On this homepage, mainly technical and professional contents are shared, while on the facebook page, news about the center, research process, and life…
Smilegate Future Lab supports AI text interpretation service for children and adolescents with hearing impairments
AI-based real-time text interpretation software service support MAP tool pack for children and adolescents with hearing impairments in the blind spot in the online education environment caused by Corona 19…
Rainbow project, a creative community that grows together
'Creativity' is a staple item that has not been left out of the talent perspective of recent companies. To become a leader rather than a follower in a fast-changing era...
[Smilegate Orange Planet] Oriental Medicine Meets the 4th Industrial Revolution! 'Medic-K System'
Orange Planet Jeonju Center's tenant, Medi-K System, is a healthcare company that develops oriental medicine bath room solutions based on ICT (information and communication technology). New technologies of the 4th industrial revolution are applied to the oriental medicine industry to bring new...
Smilegate FutureLab, Smilegate Membership 'Open Beta Day' completed!
From the 14th to the 20th, a user feedback event for a total of 14 indie games will be held online. Smilegate Membership, youth dreaming of being a creator in the post-corona era...
'WCG 2020 CONNECTED' schedule and events revealed
WCG 2020 CONNECTED, plans to operate a'on-tact' method that connects e-sports fans around the world online and enhances communication with fans WCG 2020 CONNECTED…
Weekly Popular
Recruit
Hiring AI reinforcement learning experts
Among the AI fields, active talents who understand a wide range of technologies related to Reinforcement Learning and can propose projects and lead the direction from them...
Hiring AI Visual Experts
Among AI fields, GAN, Style Transfer, Retargeting, etc. Visual-related technologies are widely understood, and from this, we will propose a project and lead the direction…
Hiring AI service developers
We are looking for active talents who have the ability to develop new ideas in various fields and fast prototyping new ideas. Various AI technologies...
Hiring AI experts
We look for active talents who have a broad understanding of the field of AI and the latest technologies, and can propose projects and lead the direction from them. Innovative…
Recent Posts
Bluetooth-based COVID-19 risk group identification technology
There are a number of studies related to Corona 19 using AI technology. The paper shared below is a study by Fraunhofer HHI published in Nature, from Bluetooth Low Energy (BLE)…
NVidia Maxine: AI-based video communication platform
NVidia unveiled a cloud-based video communication platform called Maxine. Maxine's feature is the full introduction of AI technology, specifically facial images such as H.264...
Super resolution and facial expression of Gwan-soon Yu's old photo
This is a picture that made me feel very salty. The picture of Yu Gwan-soon, which remains only in low quality, is restored in high quality and added with a smile. Deep learning-based face editing technology...
Vid2Player: video analysis-based tennis player motion generation
There seem to be a lot of technologies recently to create new motions by extracting motion from human motion. (vid2vid, vid2game, pose2pose) Vid2Player was researched at Stanford University,...
MEAL v2: Achieving ImageNet Top-1 80% with ResNet-50
When multiple network models are combined into an ensemble, performance increases. Since the total network size and inference time also increase, it is difficult to apply it in practice.
HuggingFace Datasets 1.0
The first stable version 1.0 of the Huggingface Datasets library has been released, making it easy to use NLP datasets and evaluation metrics. Now…
Scalable character animation based on reinforcement learning
It is natural to see virtual characters and moves reasonably in terms of the laws of physics, that is, human-like.
Wav2Lip: generate lip motion from voice
LipGAN is a technology that generates the shape of the lips of a face image using a voice signal, and when it is actually applied to a video, it is somewhat regrettable in terms of visual artifacts and naturalness of movement...
NLP acceleration with HuggingFace and ONNX Runtime
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…
Korean language corpus of National Institute of Korean Language
The National Institute of the Korean Language has released Korean language materials for artificial intelligence learning on a large scale (13 kinds of 1.8 billion words). It was built by solving the copyright problem, and created an online agreement on the'Everyone's Corpus' site,…
Super-human AI for Gran Turismo
The link is a review of a paper published by Sony and ETH Zurich, which exceeds human records by applying reinforcement learning to the famous car game Gran Turismo...
GPT-3 examples and minGPT project
Scatterlab (https://scatterlab.co.kr/), which is prominent in everyday conversational research, is an article on the Ping-Pong team blog.
Generation code of Lee Malnyun webtoon style faces
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. Research title...
Facebook TransCoder: Unsupervised Programming Language Translator
There have been many attempts to convert code written in one programming language into another, and there are many types of commercial tools.
Performance analysis of human and AI for image classification
Imagenet-1K (1000 class image classification problem) is a task that has been optimized with the development of CNN. AlexNet's TOP-5 error that announced the beginning of the deep learning era is about…
Necessity of interaction with AR Glass concept video
This is an AR Glass concept video created by a designer named Iskander Utebayev. Considering the concept video, it is quite fancy and once implemented, the Human-Machine Interface using smart devices...
Lip2Wav: Generates a voice signal from silent lip movement
I've heard stories that you can know what you're talking about with just the movement of your lips if you get special training.
KcBERT: Korean language model reflecting comments and new words
In the case of a large-scale language model, there was always a difficulty because there was no Korean model. Following SKT's KoBERT, Naver comment data, new words, etc...
Pixar's Super Resolution Technology and Its Applications
Deep learning-based super resolution technology was adopted under the name DLSS (deep learning super sampling) in NVidia's latest GPU, and it has become a technology that is actually serviced to consumers.
Implementation feasibility with Google MixNet
The convolution commonly used in images is a 3D operation. (KxKxC; K=kernel size, C=number of channels) After applying this by dividing it into multiple 2D operations of KxKx1, 1x1xC in the channel direction...
Creating body movements by voice
LipGan is the study of creating mouth shapes from speech signals. It is a technique that can be usefully used to create a virtual character's mouth animation, but when applied in practice...
Microsoft Teams Together mode
As non-face-to-face video meetings have become commonplace in recent years, more and more people use Zoom to conduct multi-person video conferences. A phenomenon called zoom fatigue is also attracting attention...
H.266/VVC standard and deep learning technology
An international standard for a new video codec named (ISO MPEG) VVC or (ITU-T) H.266 has been released. Share related articles. Deep learning technology...
AI Fall or Renaissance
According to various statistics, the number of AI-related major conference participants increased 6 times over 5 years, and the number of AI startups was 28% for 4 years…
Multimodal Q&A – Visual Dialog Task
The Visual Dialog task is a multimodal task that adds an image to a Q&A task that consists of a question and answer. For example, a white cat and a black dog together...
AI and human collaboration: a new collective intelligence
Share what you've recently enjoyed reading. In this article, humans and AI do well in different fields, and rather than one side replacing the other...
Motion Retargeting from Motion, Skeleton and Angle
We share the project page of “Learning Character-Agnostic Motion for Motion Retargeting in 2D”, the paper published at SIGGRAPH 2019. This paper (which can be different)…
Adobe Mixamo: 3D character model open data
In the game production side, we share a link to the Adobe Mixamo site that is already used a lot. When you enter, 121 3D characters and 2484 character motions come up...
FastSpeech2 Open Source
TensorflowTTS, an open source based on Tensorflow 2 that supports several latest TTS models such as Tacotron2, MelGan, FastSpeech, etc., has finally begun supporting Microsoft FastSpeech2. FastSpeech2 is a Transformer…
AI: Intelligence vs. Automation
Links are articles that cause a lot of concerns about the difference between Intelligence and Automation. Artificial Intelligence is known as a term that came into use when neural networks appeared in the 1960s...
Emotion recognition reflecting facial expressions and body movements
There have been various attempts to recognize emotions from images or images. It is provided in the cloud API and is known so much that it becomes a topic on SNS (joy 95%, etc.).
GAN-based Image Compression
In the field of video compression, there are also things like Moore's Law (the number of transistors doubles every two years), MPEG-1 in 1993, MPEG-4/AVC (H.264) in 2003, MPEG-H/HEVC in 2013 ( H.265)...
Text-to-SQL: Convert natural language to SQL
Text-to-SQL is a task that automatically converts natural language into SQL. The post I shared at the bottom was written by Aerin Kim of Microsoft, and it is well organized about Text-to-SQL.
Introducing NVidia Ampere Architecture
When learning deep learning algorithms, GPU is considered essential, but when serving after model training is complete, CPU is used instead of GPU...
Speech2Face-face prediction from speech signals
MIT's Speech2Face is a study that generates a speaker's face from a speech signal. However, it is not that speech to face transform is performed with one model, and it is an existing model for other purposes...
Google MixIT AI-Separation of unsupervised learning sound sources
MixIT AI, released by Google, is a technology that obtains a separate sound source from single-channel audio in which multiple sound sources are mixed. It can be viewed as a blind source separation task...
Algorithm aversion and explainable AI
In the field of prediction, Algorithm Aversion means that when you realize that an algorithm can make mistakes, you tend not to use it even if it is superior to human predictions...
Wav2Vec 2.0 Revealed-Create ASR with 10 Minute Voice
Facebook's wav2vec, which became a hot topic because it made a speech recognizer with only 10 minutes of labeled data after representation training with 53,000 hours of label-free data.
MIT DriveSeg-data for road situation awareness research
It is a dataset DriveSeg created for research on road situation awareness (used for self-driving cars, etc.). For each frame of the video, the entire image is pixel-by-pixel semantic labeling…
Introduction of autonomous vehicle technology and social consensus
Although it is a little leap forward, if you consider the addition of physical devices to AI algorithms as intelligent robots, the intelligent robot that will be most popular in the future is...
Human brain vs. AI-Hardware Comparison
One of the recent trends is the super-giant model, i.e. the enormous increase in the number of parameters and the application of traditional learning methods. The “software capability” of the human brain…
Machine reading comprehension (MRC) task and data set arrangement
Many MRC models proposed so far show evaluation values beyond human capabilities in various tasks and datasets, but better than humans for a given context...
IBM's emotional robot Nao-mi
This is a video of IBM's emotional robot Nao-mi. [Summary of Contents] A robot that says he doesn't want to do with a person who asks to destroy a tower that has been difficult to build. To the continual demand...
Transfer Learning becomes a necessity, not an option
The learning cost of GPT-3, a pronoun of the super-scale language model, which showed the possibility that it can be applied to all natural language tasks only with Few shot learning, is about Hanwha...
First Order Motion Model for Image Animation
Los Angeles Noir, a 2011 film made by Rockstar, surprised many with facial animations that were far superior to other games. The technology used at this time...
The phenomenon of knowledge unindex by YouTube's advancement
With the advent of digitalization and the advent of the Internet and the web, knowledge is distributed and stored on servers around the world, connected to each other, and made searchable, so that accessibility and usability are dramatically improved. Books…
Codec Avatar on Facebook
A demo video of Facebook's digital human project under the name “Codec Avatar” has been released. This is an added part compared to the 2019 video, and the avatar looks more realistic...
GANimation-A study of creating facial expressions with one image
It is a code repository of GANimation, a technology that creates animations that change facial expressions by inputting a single image. Basically, it is conditional GAN, to describe the anatomical movement of the face...
Virtual Human: Saya Project
Japan's Virtual Human Project, Saya Project. It's in Japanese, so I couldn't understand all the progress, but the visual completion was quite high and the expression was natural. after…
Danbooru 2019-Animated Character Image Data
Introducing the Danbooru 2019 version link, an animated character image database. There are about 3.7 million images and about 29 tags are attached per image. Tag's…
Apple's ultra-high resolution VR headset (iGlass?)
Assuming that the human-like AI-equipped humanoid character has improved tremendously, display it on a 2D plane such as a computer or smartphone screen, and use a mouse, keyboard, and touch...
RAVDESS-Multimodal Sentiment Data
There are many complex human emotion perceptions and expressions (e.g. angry emotions affect facial expressions, voices, and language) while audio-videos are tied together...
Neural network technology by human memory characteristics
I recently read about the relationship between human abilities and neural networks. Although it appears in the article, the way the human brain and neural network work is similar, but the same...
Human-Like Testing for Candy Crush Saga
Candy Crush Saga from the famous gaming company King is a puzzle game with tons of levels. It's 2018 data, but it adds about 15 levels every week...
Replika: Emotional Chatbot
The main task of AI chatbots is to answer questions such as explaining product information, telling schedules, and checking the weather. Perhaps these…
Future of Synthetic Media (Synthesia)
This is an article from Synthesia blog that applies AI technology to media marketing with the wording “Synthetic media”. The main field of this company is the face of the model in the video…
Rosebud.AI's virtual model synthesis technology
Rosebud.ai (https://rosebud.ai/) is targeting the marketing market with a technology that creates and synthesizes virtual model faces on images created for marketing campaigns. The result is quite natural,...
How Roblox Optimizes Bert
Most chatbot systems still operate based on rules, but in order to implement natural conversations, you will eventually need to use more complex language models such as BERT…
TikTok's Comic Filter
TikTok added a filter that converts human faces into animated characters in real time. Selfie2Anime and UGatIT made by Kim Joon-ho have results for reference, but TikTok's…
