HyperAI

VLDB '25 Has 6 Days Left for Submissions, an Overview of 58 Top Conferences; ISPRS City Segmentation Dataset Is Online

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💥The "Top Conferences" section is now available on the hyper.ai website! This section provides the latest and most comprehensive information about CCF Class A computer science conferences, including conference introductions, deadline countdowns, submission links, etc.

Have you registered for a top conference but are not sure about the deadline and always submit your paper when the deadline is approaching? Or have you not yet decided which top conference to attend and are waiting to see what happens? Then you have come to the right place at hyper.ai!The weekly editor's picks also provide information on the deadlines for top conferences in the past month.Remember to pay attention~

Check the top conference information immediately:https://hyper.ai/events

From May 20th to May 26th, hyper.ai official website updates:

  • High-quality public datasets: 10
  • High-quality tutorial selection: 3
  • Community Article Selection: 5 articles
  • Popular encyclopedia entries: 5
  • Top conferences with deadline in June: 4

Visit the official website:hyper.ai

Selected public datasets

1. ISPRS City Segmentation Dataset

The dataset contains 2D semantic segmentations of urban areas such as Vaihinge, Potsdam and Toronto, each manually classified into the 6 most common land cover classes.

Direct use:https://go.hyper.ai/lSWQY

2. Emo Visual Data

The dataset contains 5,329 emoticons and uses the step-free-api project to complete visual annotation through the step-free-api multimodal model, providing valuable resources for artificial intelligence in the fields of emotion understanding, multimodal learning, and intelligent interaction.

Direct use:https://go.hyper.ai/5Yka5

3. GTZAN Music Genre Classification Dataset

The GTZAN dataset contains 1k music samples from 10 different genres, with 100 samples in each genre. This dataset was originally created by the Marsyas Music Information Retrieval Toolkit and is widely used to evaluate the performance of music classification algorithms.

Direct use:https://go.hyper.ai/u5vWE

4. ISIA Food-200 Food Dishes Dataset

The dataset consists of 197,323 food items, each of which includes food name, food image, main ingredients, 200 food dish categories and 398 ingredient types.

Direct use:https://go.hyper.ai/yL8wN

5. Yummly-66K Recipe Dataset

The dataset contains 66,615 recipe items from Yummly. Each recipe item includes the recipe name, pre-processed ingredient lines, recipe images, dish and course attribute information, etc. There are 10 cuisines, 14 courses, and 2,416 ingredients in the dataset.

Direct use:https://go.hyper.ai/Me7ef

6. Yummly-28K Recipe Dataset

This dataset is crawled from the recipe sharing website Yummly. It has a total of 27,638 recipes. Each recipe contains a recipe image, ingredients, dishes, and course information.

Direct use:https://go.hyper.ai/Cd38b

7. CinePile Long Video Understanding Question Answering Dataset

CinePile is a question-answering dataset designed for long video understanding. The research team leveraged advanced LLM and human-computer interaction and built on raw data generated by humans. The comprehensive dataset contains 305k multiple-choice questions (MCQs) covering various visual and multimodal aspects, including temporal understanding, understanding human-object interactions, and reasoning about events or actions within a scene.

Direct use:https://go.hyper.ai/gqRqK

8. B200 LEGO Object Detection Dataset

This dataset is a high-quality, high-density object detection dataset containing the 200 most popular Lego parts, each with 4k object instances, which can be used for large-scale Lego part detection.

Direct use:https://go.hyper.ai/aWyz5

9. 50 Artworks Artworks Dataset

This dataset collects artworks of the 50 most influential artists of all time and contains basic information retrieved from Wikipedia.

Direct use:https://go.hyper.ai/gHpMh

10. Art Images-9k Art Image Dataset

The dataset contains about 9k art images of 5 art types. The data is divided into training set and test set. The art types include: watercolor, painting, sculpture, graphic art, iconography (ancient Russian art).

Direct use:https://go.hyper.ai/ALXc1

For more public datasets, please visit:

https://hyper.ai/datasets

Selected Public Tutorials

1. Online Tutorial | Easily create Monet's garden and Hayao Miyazaki's comic styles, and use ComfyUI InstantID to create a variety of photos

ComfyUI InstantID workflow can transform ordinary portrait photos into works of art with highly personalized style. In the process of style transfer, the algorithm combines the content of one image with the style of another image to generate a new image that retains the content of the original image and has the artistic style of the other image. This technology is widely used in fields such as art creation, image processing and visual effects.

Run online:https://go.hyper.ai/HSPr7

2. POPE: 6DoF Object Pose Estimation

This tutorial is an unofficial implementation of the paper "POPE: 6-DoF Promptable Pose Estimation of Any Object, in Any Scene, with One Reference". The study proposed an object pose estimation method called POPE, which realizes 6DoF object pose estimation in a zero-sample environment. It can not only complete dual-view tasks, but also can be used for multi-view 6DoF pose estimation, and shows unparalleled robustness in experiments.

Run online:https://go.hyper.ai/6RriI

3. Speech Recognition Tutorial: Recognizing Numbers 0-9 with TensorFlow

This tutorial uses deep learning to translate audio files into text data and detect the pronunciation of the numbers 0-9. For example, it translates the pronunciation of the English word "three" into the text "three".

Run online:https://go.hyper.ai/9Teed

Community Articles

1. NeurIPS '24 deadline! hyper.ai summarizes 58 top conferences and provides DDL countdown accurate to the second, which will be continuously updated

In order to help researchers track top conference information more conveniently and quickly, the hyper.ai official website has launched the "Top Conference" section. This section summarizes 58 CCF A-level conferences and provides a DDL countdown accurate to the second. To ensure that everyone can obtain the latest and most comprehensive conference information in a timely manner, the top conference section of the hyper.ai official website is still being updated!

Get detailed information:https://go.hyper.ai/5jfoy

2. awesome-ai4s is now open source! A collection of AI for Science academic papers and data resources, continuously updated

awesome-ai4s has been open sourced and has compiled more than 100 AI4S academic papers, covering biomedicine, healthcare, materials chemistry, animal and plant sciences, meteorological research, energy and environment, natural disasters and other sub-fields. At the same time, the high-quality data sets and tool resources used in the papers have been launched on the official website.

Welcome everyone to Star or contribute high-quality papers:

https://github.com/hyperai/awesome-ai4s

3. Shanghai Institute of Artificial Intelligence Finance of East China Normal University is officially established! MIT professor Max Tegmark, 5 academicians, and 12 AI finance experts explore new opportunities in AI-Fin

From May 31 to June 1, the Shanghai Institute of Artificial Intelligence and Finance of East China Normal University will hold its inaugural ceremony and the first annual academic conference of SAIFS in Shanghai. 18 top scholars and industry leaders in AI, finance and interdisciplinary fields, including MIT professor Max Tegmark, will share their insights on topics such as financial big models and AI ethics. For more conference information and registration methods, please see this article.

Get more conference information:https://go.hyper.ai/zz1gg

4. With hundreds of millions of dollars in donations from Li Ka-shing over the past 30 years, Stanford Medical School leads AI biomedical innovation

Stanford University School of Medicine is well-known for its innovative research in the biomedical field. After entering the AI era, it has also completed many breakthrough innovations under the leadership of Lloyd Minor. At the same time, it has also worked closely with technology giants such as Google, Apple, and Nvidia to further leverage the advantages of all parties and explore the mysteries of life sciences. This article sorts out the development history and important achievements of this century-old institution.

View the full report:https://go.hyper.ai/hQS3H

5. Directly attacking three major solid tumors! Shanghai Jiaotong University team released a deep learning system to improve the accuracy of cancer survival prediction

Researchers from the National Center for Applied Mathematics in Shanghai have developed a deep learning system that can predict tumor microenvironment information for cancer patients without spatial transcriptome data through histopathological images, thereby achieving accurate cancer prognosis. This article is a detailed interpretation and sharing of the research.

View the full report:https://go.hyper.ai/ezwtu

Popular Encyclopedia Articles

1. Recall Rate

2. Neural Radiance Field (NeRF)

3. Scaling Law

4. Large Language Model Operations (LLMOps)

5. Kolmogorov-Arnold Networks

Here are hundreds of AI-related terms compiled to help you understand "artificial intelligence" here:

https://hyper.ai/wiki

Station B live broadcast preview

Apple will hold WWDC 2024 from June 10th to 14th. To help you learn more about Apple,The Super Neuro B Station live broadcast room will continue to broadcast the "Apple Special" video.Involves: Past WWDC conferences, executive interviews, related documentaries and other rich content.

The following table is a preview of the content selected by the editor↓↓↓

datetimecontent
May 27
Monday
18:00Steve Jobs
Tuesday, May 2818:00Jobs Interview Collection 1990
Wednesday, May 2918:00Interview with Steve Jobs vs Bill Gates
Thursday, May 3018:00iPhone first release
Friday, May 3118:00History of Steve Jobs
Saturday, June 118:00How Apple survived nearly bankruptcy
Sunday, June 218:00Tim Cook's History

Super Neuro TV broadcasts live 24/7. Click to get the "electronic pickles" in the AI field:

http://live.bilibili.com/26483094

One-stop tracking of top AI academic conferences:https://hyper.ai/events

The above is all the content of this week’s editor’s selection. If you have resources that you want to include on the hyper.ai official website, you are also welcome to leave a message or submit an article to tell us!

See you next week!

About HyperAI

HyperAI (hyper.ai) is the leading artificial intelligence and high-performance computing community in China.We are committed to becoming the infrastructure in the field of data science in China and providing rich and high-quality public resources for domestic developers. So far, we have:

  • Provide domestic accelerated download nodes for 1200+ public data sets
  • Contains 300+ classic and popular online tutorials
  • Interpreting 100+ AI4Science paper cases
  • Support 500+ related terms search
  • Hosting the first complete Apache TVM Chinese documentation in China

Visit the official website to start your learning journey:

https://hyper.ai