The improvements in Profiler v1.9 focus on the execution steps that consume the most energy in runtime and/or memory, and visualize the workload distribution between GPU and CPU. Profiler v1.9 adds five major features: 1. Distributed training view: […]

Thesis title: PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models (PipeTransfo […]

In recent years, with the rise of the government cloud trend, many government agencies have begun to transform their databases to the cloud. As the leader in the cloud computing field, AWS has been competing fiercely with other companies for government orders.

​ Content summary: IJCAI-SAIA YES was held in Shanghai from July 5 to 7. At this grand event that brought together young scholars and academic masters in the field of AI, we had the honor of interviewing Yi Xiaoyuan, a doctor from Tsinghua University. "Tsinghua students in wheelchairs have graduated." In early July, this […]

​ Description: Cassie from Oregon State University completed a five-kilometer jog in 53 minutes, breaking the record for bipedal robots. Recently, Agility Robotics, a well-known robotics research team from Oregon State University, USA, […]

​ Content summary: IJCAI-SAIA YES was held in Shanghai from July 5 to 7. At this grand event that brought together young scholars and academic masters in the field of AI, we had the honor of interviewing Professor Lin Zhouchen from the School of Information Science and Technology of Peking University. Original: HyperA […]

Object Tracking is an important topic in the field of machine vision. According to the number of tracked targets, it can be divided into Single Object Tracking (SOT) and Multi Object Tracking (MUT).

The Tokyo Olympics has officially opened. As the world's largest international event, this Olympics has had a rough ride. The postponement of one year, the cancellation of spectators, epidemic prevention and control, facilities and services have been controversial, including the opening ceremony on Friday, the weird style of the painting has also sparked discussions among audiences around the world. The pitching robot field steals the show. As of July […]

From July 18 to today, Henan has experienced a rare and continuous heavy rainfall process, with Zhengzhou becoming the prefecture-level city with the heaviest rainfall. Heavy rainstorms and extremely heavy rainstorms have hit the entire city, with an average cumulative rainfall of 449 mm. Both daily and hourly rainfall have exceeded the extreme values ​​since meteorological records began, attracting the attention of people across the country. […]

The European Cup, which lasted for a month, finally came to an end. In the early morning of July 12 (Monday) Beijing time, Italy faced England in the final of this European Cup. The two teams tied 1-1 in 120 minutes, and Italy defeated England 3:2 in a penalty shootout to win the European Cup. Italy […]

In the Young Authors Roundtable Forum at this year's IJCAI-SAIA YES conference, hosted by Associate Professor Yan Junchi of the Department of Computer Science and Engineering at Shanghai Jiao Tong University, six first authors of IJCAI 2020 selected papers were invited. Among them, Pan Ling became the focus of everyone's attention. After four consecutive years of undergraduate studies, Pan Ling has become the focus of attention.

Everyone is familiar with StyleGAN. This new generative adversarial network released by NVIDIA uses style transfer to quickly generate a large number of new images based on styles. StyleGAN has a strong learning ability and the images it generates are indistinguishable from real ones. However, this kind of learning based on "looking at pictures" […]

A research team from the University of Milan published a paper titled "Automatic Classification of Cat Calls in Different Environments" in the journal Animal Welfare. They achieved automatic classification of cat calls through audio signal processing and pattern recognition algorithms. In addition, the team also released a dataset containing 440 calls collected by 21 cats. Collect […]

Friends who love to eat sashimi must have heard of Yellowtail Kingfish. In restaurants, Yellowtail Kingfish is often written as Yellowtail Fish or Yellowtail Yellowtail. This large deep-sea fish has dense meat, rich in Omega-3 and no fishy smell. It tastes first-class and is regarded as the best sashimi. Wild […]

This year's Taipei International Computer Show (Computex) was held online from June 1 to 5. During the period, NVIDIA CEO Huang Renxun accepted an online group interview with the media. This article translates and organizes the interview content. Huang, who has a special liking for the kitchen, walked out of the kitchen and chose NVIDIA […]

TorchVision v0.9 adds a series of mobile-friendly models that can be used to handle tasks such as classification, object detection, and semantic segmentation. This article will explore the code of these models in depth, share noteworthy implementation details, explain the configuration and training principles of these models, and interpret the official work done during model optimization. […]

PornHub, the world’s largest pornographic website, recently registered a video publishing account named “Remastured” on its official website. The Chinese meaning is “remake”. So far, this account has uploaded 21 videos (including a project introduction video), with a total of 20,000 subscribers and […]

"My wife is getting married", "The pain of having my wife stolen from me", "My youth is over"... After Hoshino and Aragaki Yui officially announced their marriage, many netizens expressed the above sentiments. Another group of netizens, after calmly accepting the current situation of "broken love", turned to care about Aragaki Yui and Hoshino Gen's child, fearing that the child would not look like his mother. With the help of the open source model Ba […]

Super-resolution technology is often used to convert images or videos from low resolution to high resolution and to restore or supplement lost details (i.e. high-frequency information). According to the number of low-resolution images used, super-resolution technology can be divided into single image super-resolution (SISR) and multiple image super-resolution (MISR). […]

With the awakening of citizens' legal awareness, more and more people choose to take up the weapon of law to defend their legitimate rights and interests. Faced with the mountains of unresolved cases, how to improve the efficiency of judicial institutions has become a top priority. In 2018, the report released by the Indian National Transformation Committee pointed out that the Indian district courts, high courts, and the Supreme Court […]

Coaches are the nightmare of countless driving school students. If you are unlucky enough to encounter a coach with a bad temper and loves to curse, it is really painful. Fortunately, many driving schools across the country have gradually launched AI coaches. Recently, a video of a driving school in Shanghai using AI coaches to teach became a hot search on Weibo. According to reports, as of now, more than […]

The non-profit organization Over The Bridge has launched a project to let AI learn songs from well-known rock singers and generate new songs in a similar style. This is not only to commemorate them, but also to remind the public to pay attention to the mental health of musicians. Amy Winehouse, […]

The ocean occupies an area of 70% on the earth. It can be calm, jubilant, or furious. In this vast ocean world, some foreign objects seriously threaten the survival of marine life.

Fujitsu, Japan’s leading IT manufacturer, recently announced that it has developed AI technology for detecting abnormalities in product appearance, thereby saving labor costs, material costs, etc., as well as reputation losses and costs related to returns/recalls. The “unmanned factory” has arrived. Last November, Apple began recalling Apple products worldwide.

During the Qingming Festival, let us pay attention to the technological development of the funeral industry. This year, Xi'an Funeral Home introduced AI and full-color 3D printing technology to restore the remains, achieving better results. Qingming Festival is an important festival for remembering the deceased relatives and friends. When facing death, the four words "the deceased is the greatest" best summarize the core of "loyalty and filial piety" […]

Artworks often carry the author's inner emotions. When people appreciate a piece of music or a painting, they will also have emotional resonance. Can computers understand the emotions in art paintings? A research team at Stanford University is developing this algorithm. Leo Tolstoy said: "Art is a human activity. A person uses some external symbols to express his or her own feelings. [...]

Appier, a marketing AI company from Taiwan, has been listed on the Tokyo Stock Exchange, becoming the second Taiwanese technology company to be listed in Japan in the past two decades. On March 30, Appier (Pei Xing Interactive Technology), an AI company from Taiwan, was listed on the Tokyo Stock Exchange’s Mo […]

EDL stands for Elastic Deep Learning, incubated by the LF AI Foundation. It is a deep neural network training framework that can dynamically adjust the degree of parallelism. It supports multi-tenant cluster management, can balance the waiting and completion time of model training, and can improve resource utilization. Training deep learning […]

Nowadays, big data has been applied in all walks of life, and the hotel industry is no exception. Making full use of big data enables hotels to predict changes in market demand, conduct intelligent decision-making analysis, and improve business conditions. Nowadays, major OTA (Online Travel Agency) platforms have greatly facilitated people's […]

Spanish artists used StyleGAN2 to create an AI designer, who taught himself with the help of 50,000 images. I didn’t expect that it would be so easy to cultivate an impressionist designer. Perhaps some designs are too classic and outstanding, and people can’t help but imitate them. The day before yesterday, Meng Jia, who rode the wind and waves and walked into the audience’s sight […]