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- KDD 2024｜Hong Kong Rhubarb Chao team deeply analyzes the 'unknown boundary' of large models in the field of graph machine learning
- The AIxiv column is a column where this site publishes academic and technical content. In the past few years, the AIxiv column of this site has received more than 2,000 reports, covering top laboratories from major universities and companies around the world, effectively promoting academic exchanges and dissemination. If you have excellent work that you want to share, please feel free to contribute or contact us for reporting. Submission email: liyazhou@jiqizhixin.com; zhaoyunfeng@jiqizhixin.com The main author of this article is from the Data Intelligence Laboratory (DataIntelligenceLab) of the University of Hong Kong. Among the authors, the first author Ren Xubin and the second author Tang Jiabin are both first-year doctoral students at the School of Data Science at the University of Hong Kong, and their supervisor is Da
- AI 1068 2024-07-22 16:54:34
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- The University of Science and Technology of China and Huawei Noah proposed Entropy Law to reveal the relationship between large model performance, data compression rate and training loss.
- The AIxiv column is a column where this site publishes academic and technical content. In the past few years, the AIxiv column of this site has received more than 2,000 reports, covering top laboratories from major universities and companies around the world, effectively promoting academic exchanges and dissemination. If you have excellent work that you want to share, please feel free to contribute or contact us for reporting. Submission email: liyazhou@jiqizhixin.com; zhaoyunfeng@jiqizhixin.com This work was completed by the IEEE Fellow Chen Enhong team of the National Key Laboratory of Cognitive Intelligence at the University of Science and Technology of China and Huawei's Noah's Ark Laboratory. Professor Chen Enhong’s team is deeply involved in the fields of data mining and machine learning, and has published many papers in top journals and conferences. Google Scholar
- AI 735 2024-07-22 16:39:35
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- The weights, codes, and data sets are all open source, and the performance exceeds Mistral-7B. Apple's small model is here
- Are small models a trend? This week, OpenAI launched the small model GPT-4o-mini, and the small model track was officially launched. Recently joining this track is Apple. Recently, Apple, as one of the research institutions of the DataComp-LM (DCLM) project, released the DCLM-7B open source model on HuggingFace. The model performance has surpassed Mistral-7B and is approaching other leading open source models, including Llama3 and Gemma. Paper link: https://arxiv.org/pdf/2406.11794 Project link: https://huggingface.co/apple/DCLM-7
- AI 390 2024-07-22 16:18:40
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- At the top robotics conference RSS 2024, China's humanoid robot research won the best paper award
- Recently, RSS (Robotics: Science and Systems) 2024, a famous conference in the field of robotics, concluded successfully at Delft University of Technology in the Netherlands. Although the scale of the conference is not comparable to top AI conferences such as NeurIPS and CVPR, RSS has made great progress in the past few years, with nearly 900 participants this year. On the last day of the conference, multiple awards including Best Paper, Best Student Paper, Best System Paper, and Best Demo Paper were announced at the same time. In addition, the conference also selected the "Early Career Spotlight Award" and the "Time Test Award". It is worth noting that the humanoid robot research from Tsinghua University and Beijing Xingdong Era Technology Co., Ltd. won the best paper award, Hua
- AI 627 2024-07-22 14:56:45
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- An agent that can 'evolve independently'? The first end-to-end agent symbolic training framework is open source
- The AIxiv column is a column where this site publishes academic and technical content. In the past few years, the AIxiv column of this site has received more than 2,000 reports, covering top laboratories from major universities and companies around the world, effectively promoting academic exchanges and dissemination. If you have excellent work that you want to share, please feel free to contribute or contact us for reporting. Submission email: liyazhou@jiqizhixin.com; zhaoyunfeng@jiqizhixin.com The main authors of this article are from Waveform Intelligence, Zhejiang University, and Beihang University. In the joint work, Zhou Wangchunshu is the co-founder and CTO of Waveform Intelligence, Ou Yixin is a second-year master's degree student at Zhejiang University, and Ding Shengwei is a fourth-year undergraduate student at Beihang University. arts
- AI 376 2024-07-22 14:25:43
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- The robot version of 'Stanford Town' is here, specially built for embodied intelligence research
- The first simulated interactive 3D society designed for all kinds of robots. Remember Stanford’s AI town? This is a virtual environment created by Stanford AI researchers. In this small town, 25 AI agents live, work, socialize, and even fall in love normally. Each agent has its own personality and background story. The agent's behavior and memory are driven by large language models that store and retrieve the agent's experiences and plan actions based on these memories. (See "Stanford's "Virtual Town" is open source: 25 AI agents shine into "Westworld"") Similarly, recently, a group of researchers from Shanghai Artificial Intelligence Laboratory OpenRobotLab and other institutions also created a Virtual town. However, living in its
- AI 527 2024-07-22 14:24:11
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- AIGC micro-short drama 'The Strange Mirror of Mountains and Seas: Chopping Waves' held a viewing party, and the main creator shared the story behind the production of the drama
- Recently, the country's first AIGC original fantasy micro-short drama "Mountain and Sea Mirror: Chopping Waves" held an offline viewing session, inviting the creative team and the audience to share the creative process and reveal how Kuaishou's self-developed video generation large model Ke Ling used the drama Provide in-depth technical support. As a fantasy micro-short drama with images entirely produced by AI, "Mountains and Seas Mirror: Chopping Waves" is inspired by the ancient Chinese classic "The Classic of Mountains and Seas", constructing a bizarre ancient mythical world for the audience. The emergence of this short drama also marks a major breakthrough of AI technology in the field of film and television production. The short drama industry is about to enter a new era of efficient production of "AI co-creation". "Mountains and Seas" watched the film for the first time, presenting a visual feast and receiving praise
- AI 1141 2024-07-22 00:03:03
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- How does ML advance structural biology? Harvard scientists use AI to study human development at the smallest scale
- Editor | Cabbage Leaf For structural biologist Lucas Farnung, there is no question more fascinating than how a single fertilized egg develops into a fully functional human. He is working to study this process at the smallest scales: trillions of atoms must work in sync to achieve this process. “I don’t see a big difference between solving a 5,000-piece puzzle and what we do in the lab,” said Farnung, an assistant professor of cell biology at the Blavatnik Institute at Harvard Medical School. “We tried to do it visually. Knowing what the process looks like, we can then develop an idea of how it works."
- AI 711 2024-07-20 07:50:39
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- 700,000 people rushed to experience it! The new king of video generation 'Keling AI' has been upgraded again
- Is it possible that the era of AI-generated short dramas is really coming? Recently, the demos released by various video generation AIs are dazzling. From playing with memes and length puzzles to paying attention to real physical logic, it’s hard to distinguish between the endless artificial intelligence creativity, and all of them have to compete with Sora. At this time, someone suddenly took a step ahead and created a "movie-level" performance: from real-style light and shadow effects: Source: https://x.com/i/status/1806383419661730197 to rich imagination, the elements are complete. It can all be done: Unexpectedly, in the eyes of AI, it is actually Batman who can make the Joker unable to hold his nerve. Source: https://x.com/blizaine/status/18
- AI 732 2024-07-20 05:09:40
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- With high efficiency and no need for labels, the Google team uses AI to mine clinical data, improve gene discovery and disease prediction, and is published in the Nature sub-journal
- Editor | ScienceAI Modern healthcare systems generate large amounts of high-dimensional clinical data (HDCD), such as pulmonary function maps, photoplethysmography (PPG), electrocardiogram (ECG) recordings, CT scans, and MRI imaging, which cannot be captured in a single Binary or consecutive numbers to summarize. Understanding the connection between our genome and HDCD will not only improve our understanding of the disease but is also critical for the development of treatments for the disease. Recently, Google Research's genomics team has made progress in using HDCD to characterize diseases and biological characteristics. The research team proposed an unsupervised deep learning model, Representation Learning for Low-Dimensional Embedded Gene Discovery (REGLE), to discover genetic variants.
- AI 459 2024-07-19 21:45:12
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- 7B's most powerful long video model! LongVA video understanding exceeds 1,000 frames, dominating multiple lists
- The AIxiv column is a column where this site publishes academic and technical content. In the past few years, the AIxiv column of this site has received more than 2,000 reports, covering top laboratories from major universities and companies around the world, effectively promoting academic exchanges and dissemination. If you have excellent work that you want to share, please feel free to contribute or contact us for reporting. Submission email: liyazhou@jiqizhixin.com; zhaoyunfeng@jiqizhixin.com The main authors of this article are from the LMMs-Lab team and Nanyang Technological University in Singapore. In the joint work, Zhang Peiyuan is a research assistant at Nanyang Technological University, Zhang Kaichen is a fourth-year undergraduate student at Nanyang Technological University, Li Bo is a third-year doctoral student at Nanyang Technological University, and the supervisor is
- AI 979 2024-07-19 21:21:22
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- Kuaishou open source LivePortrait, GitHub 6.6K Star, to achieve extremely fast migration of expressions and postures
- Recently, Kuaishou Keling's large model team has open sourced a controllable portrait video generation framework called LivePortrait. This framework can accurately and real-time migrate the expressions and postures that drive the video to static or dynamic portrait videos to generate highly expressive portraits. Video results. As shown in the following animation: From netizens testing LivePortrait From netizens testing LivePortrait Kuaishou open source LivePortrait corresponding paper title is: "LivePortrait: EfficientPortraitAnimationwithStitchingandRetargetingControl" LivePortrait paper homepage
- AI 768 2024-07-19 19:04:33
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- 178 pages! The first comprehensive case evaluation of GPT-4V (ision) in the medical field: there is still a distance from clinical application and practical decision-making
- Shanghai Jiao Tong University & Shanghai AILab released a 178-page GPT-4V medical case evaluation, comprehensively revealing the visual performance of GPT-4V in the medical field for the first time. ArXiv link: https://arxiv.org/abs/2310.09909 Other paper download address: Baidu Cloud: https:/ /pan.baidu.com/s/11xV8MkUfmF3emJQH9awtcw?pwd=krk2GoogleDrive：https://drive.google.com/file/d/1HPvPDwhgpOwxi2sYH3_xrcaoXjBGWhK9/view?usp
- AI 349 2024-07-19 18:25:03
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- Damn it, I'm surrounded by digital colleagues! Xiaobing AI digital employees are upgraded again, with zero-sample customization and immediate employment
- "Hello, I have just joined our company. If I have any questions about business, please give me your advice!" What, these colleagues are all "digital people" driven by large models? It only takes 30 seconds of image, 10 seconds of audio, and 10 minutes to quickly customize a "digital colleague" that is no different from a real person. It can directly interact with you in real time, and has high-quality and low-latency audio and video transmission at the communication operator level. Like this: Like this: This is the latest "zero-shot Xiaoice Neural Rendering, Zero-XNR" technology launched by Xiaoice. Relying on a large model base of over 100 billion, new technology
- AI 354 2024-07-19 17:52:22
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- Huawei GTS LocMoE+: High scalability and affinity MoE architecture, low overhead to achieve active routing
- The AIxiv column is a column where this site publishes academic and technical content. In the past few years, the AIxiv column of this site has received more than 2,000 reports, covering top laboratories from major universities and companies around the world, effectively promoting academic exchanges and dissemination. If you have excellent work that you want to share, please feel free to contribute or contact us for reporting. Submission email: liyazhou@jiqizhixin.com; zhaoyunfeng@jiqizhixin.com The co-authors of this paper are Dr. Li Jing, Sun Zhijie and Dr. Lin Dachao. The main members are from GTSAI Computing Lab. The main research and implementation areas include LLM training acceleration, AI training guarantee and graph calculation. MoE is characterized by its low cost and high efficiency in the training and promotion process.
- AI 951 2024-07-19 17:31:50
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