The rapid spread of artificial intelligence (AI) systems has precipitated a rise in ethical and human rights-based frameworks intended to guide the development and use of these technologies. The research in this field is developing very quickly and to help our readers monitor the progress we present the list of most important recent scientific papers published since 2014. We believe AI will transform the world in dramatic ways in the coming years – and we’re advancing the field through our portfolio of research focused on three areas: towards human-level intelligence, platform for business, and hardware and the physics of AI. To achieve this vision, Samsung Research is developing next-generation AI technologies to be applied to all its products and services. 3,481 benchmarks • 1,863 tasks • 3,046 datasets • 37,805 papers with code. They focus on what really matters and thus, are relevant for many people. AI takes the most important parts from the abstract, introduction, and conclusion section of the paper to form the summary. Exploration of interdisciplinary research. Blog. Blog Trailhead Then it uses these parts of the text to create a short summary of the paper. This is an extremely active research field, with new papers published regularly. “Microsoft Research is doing foundational research, pursuing ambitious disruptions, and performing high-impact tech transfer. Semantic Segmentation. This paper, on the opposite, argues that a simple model, using current best practices, can be surprisingly effective. We need AI that combines different forms of knowledge, unpacks causal relationships, and learns new things on its own. Artificial Intelligence introduction. In short, AI must have fluid intelligence— and that's exactly what our AI research teams are building. Academic Research Paper Generator We used AI to automatically write research papers like those on arXiv.org and in academic journals. Research We work on some of the most complex and interesting challenges in AI. In sum, they proposed a human pose estimation network based solely on a backbone network followed by three de-convolution operations. Sameena Shah is a Managing Director in the AI Research organization at J.P. Morgan. Below are papers that Qualcomm AI Research has written or co-authored. UPDATE: We’ve also summarized the top 2019 and top 2020 AI & machine learning research papers. We distill our state-of-the-art research papers down to their simplest components. FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Is Artificial Intelligence the Path to Eternal Life? Contribute. To be clear, the titles and abstracts for these academic papers are not real, they are 100% computer generated: Browse State-of-the-Art Methods ... Qlib: An AI-oriented Quantitative Investment Platform. This paper offers a comprehensive overview of research methods in deep learning-based anomaly detection along with the advantages and limitations of these approaches with real-world applications. 125; The AI Podcast - Here Comes the Sun: NASA Scientists Talk Solar Physics - Ep. If you plan on leveraging anomaly detection in your work this year, then make sure this paper finds a permanent spot on your workspace. 22 … About This Project; The Chronological Listing of Papers. Asynchronous Gradient-Push | Facebook AI Research We consider a multi-agent framework for distributed optimization where each agent has access to a local smooth strongly convex function, and the collective goal is to achieve consensus on the parameters that minimize the sum of the agents’… AI Research Papers Novel papers are one of the ways Qualcomm Technologies contributes impactful research to the larger community of AI research. I have found it useful to consider papers through each lens one at a time in case the motivation is not obvious. The AI Podcast - NVIDIA Research's David Luebke on Intersection of Graphics, AI - Ep. Last updated: 14th October 2019. The primary goal is securing cutting-edge AI core technologies and platforms - human-level AI with the ability to speak, recognize, and think - to provide new AI-driven experiences and value to its customers. How do you measure trust in deep learning? To help […] 127; The AI Podcast - NVIDIA Research's Aaron Lefohn on What's Next at Intersection of AI and Computer Graphics – Ep. So far, most papers have proposed new techniques to improve the state-of-the-art. Apple is sponsoring the Neural Information Processing Systems (NeurIPS) conference, which will be held virtually from December 6 to 12. Researchers first “pre-trained” the model on the English language. With the release of the Open Research Dataset, a mass of 44,000 coronavirus-related research papers and articles, Synthetaic implores members of the AI community to mobilize and apply innovative AI techniques to generate novel insights in the battle against COVID-19. Papers With Code highlights trending Machine Learning research and the code to implement it. Blog. Trying to keep up with AI research papers can feel like an exercise in futility given how quickly the industry moves. The volume of peer-reviewed AI research papers has grown by more than 300 percent over the past three decades (Stanford AI Index 2019), and the top AI conferences in 2019 saw a deluge of paper. Our world-class research has resulted in hundreds of peer-reviewed papers, including in Nature and Science . AI Research Papers Novel papers are one of the ways Qualcomm Technologies contributes impactful research to the larger community of AI research. Reviews of the latest research papers on artificial intelligence. Use these ideas to write great research papers. Learn about AI. Ben Dickson. Sameena Shah AI Research Director. The link between … According to an analysis of papers published last year and updated this summer, Google publishes more AI research is the largest contributor in the world to research conferences. Interviews. Full research landscape mapping. If you’re buried in papers to read that you haven’t quite gotten around to, you’re in luck. We will continue to update this post as new articles are published. So whether you’re a busy executive or an aspiring AI researcher, you’ll find our blog posts and Trailhead articulate, efficent, and easy to understand. Today's AI is narrow. She is a highly accomplished technology leader with over 20 years of educational and industry experience in engineering, AI, and leading development teams that created top AI technologies in the world for financial, news, commodities and legal businesses. Natural language text understanding for Science. So, this new summarizing model uses its training and artificial intelligence (AI) to separate the significant parts of texts from the abstract, introduction, and conclusion sections of research papers. This year, the committee has accepted more than 40 research papers submitted by Google researchers. Below here, we have listed the top fifteen AI research papers, in no particular order, from Google AI Research that have been accepted at the NeurIPS 2020 conference. Applying trained models to new challenges requires an immense amount of new data training, and time. Peer Review: Ben Dickson. Is neuroscience the key to protecting AI from adversarial attacks? 72 benchmarks 1376 papers with code Image Classification. Enlarge / Former Google AI Research Scientist Timnit Gebru speaks onstage during Day 3 of TechCrunch Disrupt SF 2018 at Moscone Center on September 7, 2018 in San Francisco, California. Good papers and researchers will state at the outset their motivation, but often the fundamental impetus is buried. Machine learning, especially its subfield of Deep Learning, had many amazing advances in the recent years, and important research papers may lead to breakthroughs in technology that get used by billio ns of people. Below are papers that Qualcomm AI Research has written or co-authored. It circulated in AI circles like samizdat. AI Chip Paper List Table of Contents. Aether working groups focus on important opportunity areas, including human-AI interaction and collaboration, bias and fairness, intelligibility and transparency, reliability and safety, engineering practices, and sensitive uses of AI. For all accepted papers for this special issue, the gold open access publication fee will be waived. 10 Most Important AI Research Papers for 2018 (11/27/18) UK police wants AI to stop violent crime before it happens (11/26/18) Tech giants offer empty apologies because users can’t quit (11/26/18) THE DANGEROUS JUNK SCIENCE OF VOCAL RISK ASSESSMENT (11/25/18) How Cheap Labor Drives China’s A.I. We’re proud that our research helps the lives of millions, with some of the most talented people from across the globe solving real-world problems through a huge network of partnerships and collaborations. NeurIPS is a global conference focused on fostering the exchange of research on neural information processing systems in their biological, technological, mathematical, and theoretical aspects. All articles published open access will be immediately and permanently free for everyone to read, download, and distribute. The just-released Google Scholar ranking of most highly cited publications reveal the tremendous rise in interest surrounding artificial intelligence (AI) research. Energy and AI is an open access journal. Iris.ai - Your R&D Science Assistant Building a precise reading list of research documents to solve your problem 90% faster. Follow on Twitter for updates Computer Vision. Tag: AI research papers. IBM Research has been exploring artificial intelligence and machine learning technologies and techniques for decades. The furor gave the paper that catalyzed Gebru’s sudden exit an aura of unusual power. Drinking from the research community firehose Finding papers. Key research papers in medical AI - read these first. On a backbone network followed by three de-convolution operations, are relevant for many people uses these parts of text! Ai Podcast - NVIDIA research 's Aaron Lefohn on what 's Next Intersection... 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