Generation code of Lee Malnyun webtoon style faces September 21, 2020 - Danbooru 2019-Animated Character Image Data July 29, 2020
- Time Series Data Analysis_TadGAN June 1, 2021
- 스마일게이트, 2022년 직무체험형 인턴십 모집 2022년 May 13일
- OpenAI DALL-E: Creating images from text January 13, 2021
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조경 공부하다 AI 연구… “휴릭, 한국의 캐글 꿈꿔”
▲ 송지현 스마일게이트 AI센터 연구원. 브레이크뉴스 임국정 기자 = “그 이전에는 좀 무관한 조경 관련 전공을 했어요.” 송지현 스마일게이트 AI센터 연구원에게…
스마일게이트 버추얼 아티스트 한유아, 아이웨어 브랜드 ‘라피스 센시블레’ 모델 발탁 친환경 캠페인 앞장 선다.
■ 스마일게이트 버추얼 아티스트 한유아, 탑모델 이승찬과 함께 아이웨어 브랜드 ‘라피스 센시블레’ 모델 발탁… 국내 최초 아이웨어 분야 버추얼 아티스트 모델…
스마일게이트, 2022년 직무체험형 인턴십 모집
글로벌 IP 명가 스마일게이트가 직무체험형 인턴십 채용을 실시한다고 11일 밝혔다. 이번 인턴십은 스마일게이트 알피지, 엔터테인먼트, 메가포트 등 스마일게이트 그룹의 게임…
[게임동아] “스마일게이트 스토브, AI 고도화로 더 재미있고 더 안전하게 바뀝니다”
“온라인 결제 사기 범죄는 꾸준히 발전되어 왔습니다. 새로운 방식으로 공격하고 다시 막아내고, 항상 치열한 싸움이 있어왔죠. 때문에 스마일게이트 스토브에서도 최대한…
버추얼 아티스트 한유아에 대한 모든 것, A to Z
“첫사랑의 풋풋함부터 엉뚱발랄 호기심까지” 한유아의 무한 매력, We Like YuA! 최근 버추얼 아티스트 한유아가 가수이자 모델로 왕성하게 활동하고 있다. 지난 4월 12일 데뷔…
스마일게이트멤버십 AI부문 2기 모집
Smilegate Hope Studio's 'FUTURE LAB', which supports the dreams of young creators, invites you to grow together through the Smilegate Membership AI sector, a community for the growth of AI creators.
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시뮬레이션 기반 게임 연구/개발 담당 채용
담당업무 – 멀티 에이전트 시뮬레이션 환경 구축 – 시뮬레이션 기반 게임 연구 및 개발 – 메타버스 플랫폼 혹은 게임 플랫폼을…
AI 서비스 개발 담당 채용
담당업무 – Java기반의 웹 서비스 및 플랫폼 비즈니스 구조를 설계하고 개발하는 업무 – AI 기술을 탑재한 웹 기반 서비스를 개발하고…
서비스 기획 및 발굴 담당 채용
담당업무 – 서비스 기획 및 정책 수립 – 신규 서비스 발굴 및 기술/시장/사용자 니즈 분석하여 서비스 특화 전략 수립 ㅤ…
3D 기술 및 버추얼 휴먼 그래픽스 개발 담당 채용
담당업무 – 아바타/캐릭터/디지털휴먼 동작 및 최적 렌더링 기능 개발 – 3D 객체 및 모션 생성 자동화 관련 연구/개발 ㅤ 자격요건…
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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…
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[서비스개발팀 김병인] 네이버가 웹툰을 기반으로한 인공지능 채색 사이트를 오픈 했습니다. 밝혀진 정보에 따르면 네이버웹툰이 3년동안 연구,개발한 기술들을 접목하여 만들어졌다고 하는데…
사람 같은 AI, AI 같은 사람
[융합연구팀 전동준] 우리가 일반적으로 생각했었던 “AI 같은”의 의미는 사람과 대비되는 기계의 느낌이 강했습니다. 감정이 느껴지지 않고, 말투도 딱딱한 사람들을 “AI…
Deep learning? Optimized learning!
[선행연구팀 김성현] 자연어처리 분야에서 pre-trained language model (PLM) 전략이 훌륭한 성공을 거두자, 더 많은 데이터를 이용해 더 큰 PLM을 개발하는…
Chatbot’s troubles
[서비스개발팀 한현준] 챗봇의 고민 OpenAI의 GPT-3, Google의 Meena, Facebook의 Blender 등 대형 자연어 처리 AI 모델은 인간의 언어를 실제 사람과…
현자의 돌
[융합연구팀 김무성] 최근 스탠포드의 연구자들이 “On the Opportunities and Risks of Foundation Models”라는 논문을 냈습니다 [1]. 여기서 Foundation Model이란 GPT-3와…
Gathering Strength, Gathering Storms
[Service Development Team, Yeji Cho] Dr. Eric Horvitz, former president of the Association for the Advancement of Artificial Intelligence (AAAI), an association that researches artificial intelligence in the United States, and Stanford…
Advancement of search system and utilization of NLP
[Convergence Research Team, Jihyun Song] Deep Natural Language Processing for LinkedIn Search Systems Rasa…
Artificial Intelligence AutoML for Artificial Intelligence
[Service Development Team Han Hyun-Jun] What is AutoML AutoML literally means Auto + ML, a process that automates machine learning model development tasks.…
Instruction tuning – FLAN
[Convergence Research Team Hongmae Shim] If we were to pick the top 10 keywords for 2020 in the field of NLP, of course it would be in the GPT-3 (Language Models are Few shot Learners) ranking.…
truck platooning
[Service Development Team Lee Hyeon-jeong] The Ministry of Land, Infrastructure and Transport held a presentation on the final outcome of the development of truck platooning technology on the 9th. The content of the presentation is an overall description of platooning technology, V2X-based platooning…
Virtual Influencer Trend
[Service Development Team, Eunji Kwon] The dictionary definition of an influencer is a person who influences others. With the development of today's one-person media channels, anyone can...
Translatotron 2
[Prior Research Team Hee-Jo Yoo] Translation is a topic that has been studied since the early days of the deep learning boom. Attention, which is now used in any field, is also the first to solve the problem of the Seq2Seq structure…
Can artificial intelligence become human? [planner interview]
Can artificial intelligence become human? (Interview with Eunji Kwon, Manager of Smilegate.AI Service Development Team) The AI speaker plays music that suits my mood that day. Autonomous driving...
Is autonomous driving possible without lidar?
[Service Development Team Kim Byung-in] Tesla recently decided to release radar from Model 3 and Model Y sold in North America. Since LiDAR has already been excluded, only the car...
Artificial intelligence coming to reality, Tesla AI Day
[Prior Research Team, Jeongwoo Lee] At Tesla Autonomy Day held in 2019, technology and direction were introduced with a focus on 'autonomous driving' technology. As the name suggests, this year's Tesla AI Day is a technology called 'artificial intelligence'...
Copilot, artificial intelligence that helps coding
[Prior Research Team Seonghyun Kim] The causal language model (eg GPT-3), which caused a great sensation in natural languages, has now been applied to programming languages beyond natural languages! 🤗 Last June,…
Human-like AI
[Service Development Team Cho Ye-ji] When we define AI like a normal human, we say that it is an AI that acts like a human and thinks like a human. The AI that each person expects…
Reinforcement learning aimed at AGI
[Prior Research Team Hyunwoo Choi] Last May, DeepMind published a reinforcement learning paper titled 'Reward is Enough'. The authors give examples of 'a squirrel trying to increase satiety' and 'a kitchen robot trying to maintain cleanliness'...
Droidlet: an open source platform for developing intelligent robots
[Service Development Team Jeon Jeon-jun] Facebook AI unveiled the Droidlet platform for robot development that can be used in real and virtual environments on the 28th of last month.
Managed Machine Learning Platform Vertex AI
[Service Development Team Lim Chang-dae] 'Vertex AI' was unveiled at Google's Developer Conference IO in May. Vertex AI is Google Cloud’s…
Blender 2.0 overcomes the limitations of Open Domain chatbots
[Prior Research Team Jihyun Song] It has been over 2 years since I was interested in Open Domain chatbot and came across papers on Blender 1.0 and Meena. At that time, they were...
my hand in gold
[Service Development Team Cho Ye-ji] NFT X Metaverse Since March of this year, NFT X Metaverse has been the hottest topic in technology and investment keywords. …
Multimodal Few-Shot Learner
[Prior Research Team Hongmae Shim] As super-giant language models such as GPT-3 of Open AI and Hyper CLOVA of NAVER have been released, various examples of using them recently…
MLP Singer
[Priority Research Team Hee-Jo Yoo] TTS (text-to-speech) is a technology that converts text into a voice of a specific voice when inputting arbitrary text. Since Google announced the Tacotron series…
Tensorflow VS Pytorch
[Service Development Team Hyeonjun Han] Introduction Tensorflow and PyTorch are the most popular libraries for machine learning. Developers who develop AI services or researchers studying models are initially…
Eternal light that shines upon a blameless heart
[Prior Research Team Kim Moo-seong] Eternal Sunshine Director Michel Gondry's film 'Eternal Sunshine' is a story about memories and separation between Jim Carrey and Kate Winslet as a couple.
Reinforcement learning environment for solving real-world problems
[Prior Research Team, Jeongwoo Lee] We have been using games (Go, chess, Atari games, etc.) to verify the performance of reinforcement learning algorithms for a long time. Algorithm development...
Open Source GPT-3 Model Released, GPT-J-6B
[Priority Research Team Seonghyun Kim] The Eleuther AI team, which was releasing the GPT-3 model under an open license, recently released a new GPT-3 model with 6B (about 6 billion) parameters. (Link) Mesh-tensorflow and JAX…
Handling Imbalanced Datasets
[Service Development Team Hwang Jun-sun] When supervised learning a machine learning model, when a dataset with an unbalanced number of data between labels is used as training data, it belongs to a label with a small ratio…
Learning Loss for Active Learning
[Service Development Team, Kyunghwan Lee] We usually encounter unlabeled data bundles in the process of learning a model, and often run into data annotation problems. The label…
MLOps: Continuous Deployment and Automation Pipeline for Machine Learning
[Service Development Team Lim Chang-dae] Before DevOps appeared, each company had its own server, called an on-premise server, and there were separate server administrators, developers, and QA. this…
Unity ML-Agents v2.0
[Service Development Team Jeon Jeon-Jun] ML-Agents, unveiled by Unity, is an open source tool that creates virtual characters in the game environment. Able to create game environments and work with them…
Time Series Data Analysis_TadGAN
[Prior Research Team Ji-Hyun Song] The TadGAN algorithm developed by the MIT research team has better performance than existing known models in detecting anomalies by analyzing time series data.
Can Machines Think? Emotionally
[Service Development Team, Eunji Kwon] When I was a child, when I was drawing imagination, robots in outer space were a favorite material. Looking back, in a cartoon (Galaxy Railroad 999), an artificial intelligence computer that moves a train...
[Hyper CLOVA]-Korea's first'ultra-large AI'
[Prior research team Hongmae Shim] NAVER will present Korea's first'super-large AI' Hyper CLOVA, a Korean version of GPT-3, developed by itself at the'NAVER AI NOW' online conference held on the 25th.
LaMDA-Google's Conversational Language Model
[Service Development Team Kim Byung-in] At Google I/O 2021, an event that showcases the latest Google technology, Android, Web, artificial intelligence, Chrome, and other technologies, services, and platform services...
MoveNet: A JavaScript pose estimator
[Prior Research Team Yoo Hee-jo] Pose estimation is one of the visual processing technologies that tracks the movement of characters in a video. In a way similar to a normal facial landmark...
The value of a data specialist
[Service Development Team Jeon Jeon Jeon] The digital transformation of companies accelerated by Corona 19 continues to increase the value of data. Not only professional IT companies…
Continual Reinforcement Learning
[Prior Research Team, Jeongwoo Lee] Recent reinforcement learning has shown that AI agents can overwhelm human performance in various tasks. However, the unlearned AI agent works with people...
MetaHuman Creator-Unreal Engine
[Service Development Team Byungin Kim] MetaHuman Creator is a digital human creation tool recently released by Epic Games. It looks similar to the character creation in an MMORPG game, but this real-time digital human...
Natural Language Generation Strategy in Language Models
[Prior Research Team Sung-Hyeon Kim] The latest language model is learned using a large-scale corpus. In particular, in the case of models using decoder neural networks such as GPT-2, BART, and T5 models, the following…
Lifelogging to record your daily life
[Service Development Team Eunji Kwon] Lifelogging is a word that combines Life and Log, and'As We May' contributed to the'Atlantic Monthly' by Baneva Bush, the director of the National Institute of Science and Technology in the United States in 1945. …
Graph transformer: a transformer for structured data
Transformers made to be applied to the field of natural language processing have been applied not only to text but also to various data such as images and videos.
GPT-3 based game NPC demo
Comparing the games from 10 years ago to the current games, there are a lot of differences, especially in terms of graphics. For example, 4K or higher resolution, sophisticated graphic textures,...
HyperGAN: GAN open source project for mobile phones
Most decoration apps currently running on mobile phones, such as Snow and Line Camera, extract facial landmarks and overlay previously created objects.
SPRi Metaverse Report
Metaverse, which means all forms of interaction between reality and connected avatars within a virtual environment, has recently attracted attention from various industries. Especially…
GPT-Neo: Open Source GPT-3 Project
OpenAI's GPT-3 is a large language model with a parameter count of up to 175B. Despite the amazing results that GPT-3 shows, it's not open sourced...
Applications of Graph Neural Network
Graph Neural Network (GNN) is emerging as a new field of AI. GNN is when data is expressed in a graph, which is a structure connected by a number of nodes and edges,...
ImageNet and privacy
ImageNet is a dataset that has greatly influenced the advancement of AI technology so that no one knows about AI researchers. A large number of images and about...
Analyzable control method of GAN model (GANSpace)
As a deep learning-based image generation method, GAN produces a lot of amazing results. In particular, by changing the latent vector after learning, a number of meaningful meanings...
$40M Series B of Hugging Face
It is news that Hugging Face, famous for its deep learning-based natural language processing open source, has attracted a $40M Series B investment. Hugging Face Transformer is probably a natural language...
A collection of AI projects for mobile devices (Awesome Tensorflow Lite)
Tensorflow Lite is a software package that contains tools that allow AI models trained with Tensorflow to run on mobile devices. Currently 4 billion...
Jina - open source multi-modal search engine based on deep learning
Jina, which is open sourced by Jina.AI, is a multimodal data search engine using deep learning technology. Not only some functions for search are implemented, but in the service...
Artificial Intelligence and Games (Book)
The latest AI technologies based on deep learning are being actively introduced in various fields such as speech recognition, speech synthesis, translation, chatbots, and smart factories, but games...
Google Lyra - speech compression based on deep generative models
Google Lyra is a new speech compression method based on the generative model. Existing speech compression methods achieve the original level of sound quality, that is, transparent quality...
AI market size in 2021 is predicted to be about $328B (IDC)
IDC, renowned for its market analysis in various sectors, has published predictions about the size of the AI market. Below is the relevant link: According to the announcement, in 2021…
Avatarify - Add real-time avatar to video communication
Avatarify is a program that adds real-time avatar animation functions to various video communication programs such as Zoom, Teams, Hangout, and Skype, and is open source. Camera of video communication program...
DensePhrases - Near-Real-Time Wikipedia Open Domain Q&A
DensePhrases is an open domain Q&A technology created by Jinhyuk Lee at Korea University, and was published as a paper titled “Learning Dense Representations of Phrases at Scale”. Here is a link to the paper:…
Framework merging of natural language processing and speech recognition
HuggingFace, famous for its integrated natural language processing package, adds speech recognition. The following is the related link: Specifically, Wav2Vec 2.0 developed by Facebook was added, Wav2Vec…
MeInGame-Create 3D models from photos
The technology to create 3D models from a single photo has been unveiled under the name MeInGame. Looking at the results posted on the public repository, the designer's work...
PapersWithCode's Korean dataset
Paperswithcode provides information on various papers in the field of AI, linked open sources, and SOTA, with links to over 3,000 useful datasets...
Pororo - KakaoBrain's Integrated Natural Language Framework
In Kakao Brain, Pororo, an integrated natural language framework capable of responding to various natural language tasks, has been released as open source. Pororo is the Platform Of neuRal mOdels for natuRal…
Ubuntu Dialog Corpus
Building a dialogue system that allows humans to have natural-feeling conversations with virtual agents is a difficult task in natural language processing, and a lot of ongoing research...
Digital Twin + AI
Digital Twin means moving an object or environment that has a substance in the real world into a virtual space and linking the two. Simply put…
RepVGG: a new interpretation of the Residual Network
Since the advent of AlexNet consisting of multiple convolution layers, there have been many studies on the structure of deep learning models. For example, Google Inception is 3×3,…
Memory optimization technology for very large models
As the number of parameters of a deep learning model increases significantly, the memory required for training is also increasing. OpenAI's GPT-2 consists of 1.5B parameters, and Google's mT5 is also in 13B...
Distributed training framework: Horovod and RaySGD
As deep learning models grow exponentially in size, it is no longer difficult to achieve usable learning times with a single machine. Well-known conversation...
Five brain functions to consider in AI research
It is true that the field of AI has made a lot of progress, but there are still many shortcomings compared to humans. What if the ultimate goal of AI is the human brain...
OpenAI DALL-E: Creating images from text
DALL-E, released by OpenAI, is a technology that generates images from natural language text. Previously, there were technologies for the same purpose such as StackGAN and OP-GAN, but DALL-E is a very large language model...
DeBERTa: surpass human performance in SuperGLUE
SuperGLUE is a challenge that evaluates the performance of AI technologies for a variety of natural language understanding tasks. It is composed of tasks with relatively high difficulty compared to existing GLUE...
What is the next step of AI in 2021?
Since deep learning began in earnest in 2012, AI technology has surpassed the performance of existing technologies in many fields. Although it is a limited environment...
Open-domain chatbot 'Luda' parenting diary: record from birth to close-beta
“Luda” of Scatterlab (https://scatterlab.co.kr/), whose official version was recently released, is an open domain chatbot learned based on billions of KakaoTalk conversation data. Anyone can chat through Facebook messenger. …
Technology to diagnose Alzheimer's with verbal information
Dementia is a phenomenon in which the brain function is greatly degraded to the point that it interferes with daily life. Alzheimer's is the most responsible for 60%-80% among dementia...
Open source chatbot frameworks: Kochat, Rasa, Rocket Chat
KoChat is a Korean open source chatbot framework released by Hyunwoong Ko. Here is the KoChat github repository: When we talk about chatbots, we often only think of the conversation model, but in fact…
FrankMoCap: 3D body and hand pose estimation technology as an alternative to motion capture
FrankMocap, a technology released by Facebook AI Research (FAIR), is responsible for extracting a pose for a 3D model from a single image or video. In particular, the body…
Digital Human Platform Companies
The Digital Human Platform is a form that combines various AI technologies with an avatar with a humanoid appearance. Thanks to advances in AI dialogue technology and visualization technology...
AI trends and game application examples
This is a report that summarizes AI trends and cases of AI technology application by game companies. The approximate table of contents is as follows: AI is… AI market and major…
Korean profanity text dataset
We share a set of Korean profanity data collected and labeled by Joonhee Jo. It is gathered from multiple communities, and seems to be suitable for evaluation of real-world data. Below is...
Can BERTology understand language?
The large-scale language model based on deep learning represented by BERT excels in various tasks related to natural language such as Q&A, document summary, document generation, and conversation...
Gather Town: Virtual space meets video meeting
Gather Town is a kind of video meeting solution such as Zoom or Teams, but it is characterized by actively introducing virtual space and avatars. For example, a virtual space called “Office”…
UnifiedQA: A single model responds to multiple Q&A tasks
QA Tasks that generate appropriate answers to a given question have seen a lot of performance gains due to recent deep learning technologies. The well-known SQuAD is also...
Techniques for generating questions from paragraphs
A problem commonly referred to as a Q&A task is to learn from a data set recorded in pairs of questions and answers so that when a question is asked, an appropriate answer comes out...
POSTECH STUDIOGAN: GAN algorithm library
StudioGAN is a pytorch-based open source library released by Pohang University CVLab Kang Min-guk, and various GAN algorithms are implemented. Included GAN algorithms include DCGAN, LSGAN, WGAN…
FACEBOOK REBEL showing poker skills beyond humans
It is not an exaggeration to say that poker is half a psychological game, so it is a different game from Go or chess. ReBeL released by Facebook this time is remarkable in this respect...
MELD: Multimodal EmotionLines Dataset
Multimodal EmotionLines Dataset (MELD) is a multimodal extension of EmotionLines, an emotionally labeled dialogue data set. MELD is what EmotionLines can use...
JALI's face animation technology used in CYBERPUNK 2077
Cyberpunk 2077, set to launch in late 2020 by CD PROJEKT RED studio, famous for the Witcher series, uses JaliResearch's facial animation technology. The main purpose is 3D…
MindMeld Conversational AI Platform
MindMeld is an open source interactive AI platform designed to ensure serviceable quality. Written in Python, the latest NLP skills and knowledge…
STATE OF AI REPORT 2020
This is the State of AI Report 2020, a report that analyzes various changes in the AI field. This report is with AI investor Nathan Benaich...
Improved NPC AI of The Division 2
Division 2 is an online action RPG developed by Massive Entertainment and published by Ubisoft, set in Washington, DC, where smallpox is popular. Gamers with government agents...
Avatar technology entering the K-POP market
Avatar has been used in various forms such as SNS, customer response, and character expression in games long before the advent of AI technology.
Unity ArtEngine
Unity's ArtEngine is a tool that makes it easy to create high-quality graphic resources using AI-based technology. In Unity, these technologies are called AI-assisted artistry...
Facebook Denoiser: real-time speech enhancement
We share a link to denoiser's github, Facebook's real-time noise reduction technology that was announced at Interspeech 2020. It is implemented in Pytorch and the title of the original paper is “Real Time…
AI market size compared to smartphones
According to the IDC forecast report, the AI market size in 2020 is predicted to be about 157B$. Of course, this number is in various industries related to AI, namely...
Video QA – 3D Attention is All You Need
Typically, Q&A systems use text to answer questions. With this type of task, you give a paragraph explaining a fact, ask a question, and give an appropriate answer...
UneeQ launches digital human platform
UneeQ has launched a digital human platform called Digital Human Creator. Although the service price is a bit burdensome, we offer a free trial, so we do a simple test…
VIBE: predicting 3D human model parameters from images
In order to implement the visualization part of Human-Like AI, it is necessary to think about how to create and move 3D human models, but various existing approaches are…
Multilingual translation model and language model trained with data from over 100 countries
Many attempts are being made to expand the language model and translation model, which were previously studied mainly in English, into multiple languages. Google's mT5 is the original T5 (text-to-text…
AI technology that predicts Covid-19 infections through cough sounds
Corona 19 has yet to show signs of calming down worldwide. MIT has created an AI model that can check whether COVID-19 is infected from the cough sound recorded with a mobile phone...
Adobe Neural Filter: Changing the image editing paradigm
Adobe announced an AI-based editing tool called neural filter. Some say it's already included in the latest version of Photoshop. In the example function, the picture...
AI trends in media compression by four events in 2020
2020 is likely to be the first year for the application of AI technology in the field of media compression to be considered in earnest. Here's a brief look at the four events that took place this year…
Conversation design for open domain chatbots
On the Ping-Pong blog, there was an article titled "Conversation composition of Luda dreaming of a superhuman AI", but there are a number of parts to be considered when designing an open domain chatbot...
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.