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The post Steal the code (ethically) and get better at ML/AIresearch appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Okay! I know that stealing is a crime and we should.
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Reproducibility, integral to reliable research, ensures consistent outcomes through experiment replication. In the domain of Artificial Intelligence (AI) , where algorithms and models play a significant role, reproducibility becomes paramount. Multiple factors contribute to the reproducibility crisis in AIresearch.
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Recent developments in Multi-Modal (MM) pre-training have helped enhance the capacity of Machine Learning (ML) models to handle and comprehend a variety of data types, including text, pictures, audio, and video. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.
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Mixture of Experts (MoE) models are becoming critical in advancing AI, particularly in natural language processing. MoE architectures differ from traditional dense models by selectively activating subsets of specialized expert networks for each input. If you like our work, you will love our newsletter.
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But now AI is revolutionizing drug development, providing better pace and profitability. AI in drug development has transformed our approach and strategy towards biomedical research and innovation. It has helped researchers reduce the complexities of a disease pathway and identify biological targets. Here's how: 1.
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Powered by clkmg.com In the News House launching bipartisan AI task force The House announced Tuesday it will launch a bipartisan task force centered on AI. Before elaborating further on existing regulations, we will briefly summarize what ML fairness is and illustrate why it is a complex problem.
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Researchers from Salesforce AIResearch have proposed Programmatic VLM Evaluation (PROVE), a new benchmarking paradigm that evaluates VLM responses to open-ended visual queries. Don’t Forget to join our 55k+ ML SubReddit. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup.
The research team sought to address this gap by developing a method that filters and selects high-quality data and consolidates conflicting knowledge sources to ensure the final output’s reliability. The researchers implemented an adaptive framework that dynamically adjusts how internal and external knowledge is utilized.
In response, researchers from Salesforce AIResearch introduced BLIP-3-Video, an advanced VLM specifically designed to address the inefficiencies in video processing. All credit for this research goes to the researchers of this project. Don’t Forget to join our 55k+ ML SubReddit.
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A recent report published by Goldman Sachs has fueled a new debate around generative AI’s business value. Titled “Gen AI: Too much spend, too little benefit,” the report presents a contrasting view on what the technology currently delivers, approximately two years after its initial boom. and GDP growth by a mere 0.9%
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Artificial Intelligence (AI) and Machine Learning (ML) have been transformative in numerous fields, but a significant challenge remains in the reproducibility of experiments. Researchers frequently rely on previously published work to validate or extend their findings. Check out the Paper , GitHub , and HF Page.
Researchers from Google Cloud AI, Google DeepMind, and the University of Washington have proposed a new approach called MODEL SWARMS , which utilizes swarm intelligence to adapt LLMs through collaborative search in the weight space. Don’t Forget to join our 50k+ ML SubReddit. If you like our work, you will love our newsletter.
The Georgia Institute of Technology and Salesforce AIResearchresearchers introduce a new framework for evaluating RAG systems based on a metric called “sub-question coverage.” Researchers could pinpoint gaps where each system failed to deliver comprehensive answers by measuring coverage across these categories.
DeepSeek AI and Northwestern University researchers have introduced a novel method called Expert-Specialized Fine-Tuning (ESFT) tailored for sparse-architecture LLMs, specifically those using a mixture-of-experts (MoE) architecture. Also, don’t forget to follow us on Twitter. Join our Telegram Channel and LinkedIn Gr oup.
Researchers from Microsoft Research India have developed and open-sourced PromptWizard, an innovative AI framework for optimizing prompts in black-box LLMs. All credit for this research goes to the researchers of this project. Dont Forget to join our 60k+ ML SubReddit.
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Researchers from Salesforce AIResearch, the National University of Singapore, and the Hong Kong University of Science and Technology introduced an innovative model called MOIRAI-MoE. Don’t Forget to join our 55k+ ML SubReddit. [ If you like our work, you will love our newsletter.
Author(s): Boris Meinardus Originally published on Towards AI. Nowadays, I somehow managed to be an AIresearcher at one of the best AI startups in the world! So, in this blog post, I will share my six secret tips, which I hope will show you that in 2025, there are many different ways to get a job in ML.
In conclusion, the research conducted by SHI Labs and Microsoft Research highlights a groundbreaking advancement in multimodal AI. Dont Forget to join our 60k+ ML SubReddit. Trending: LG AIResearch Releases EXAONE 3.5:
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