AI Weekly

MARCH 14, 2024

bln investment in AI projects India on Thursday approved a 103 billion rupee ($1.25 billion) investment in artificial intelligence projects, including to develop computing infrastructure and for the development of large language models, the government said. [Read the blog] global.ntt In The News India announces $1.2

Robotics 190

Robotics Software Development AI AI 190

AI Weekly

JANUARY 18, 2024

artificialintelligence-news.com Unveiling the Top AI Chatbots of 2024: A Comprehensive Guide AI chatbots, fueled by large language models, are transforming workplaces and daily tasks, showing no signs of slowing down in 2024. Builders can now share their creations in the dedicated store.

Robotics 211

Robotics Artificial Intelligence Artificial Intelligence Machine Learning 211

Marktechpost

DECEMBER 15, 2023

Researchers from Carnegie Mellon University and Google DeepMind have collaborated to develop RoboTool, a system leveraging Large Language Models (LLMs) to imbue robots with the ability to creatively use tools in tasks involving implicit physical constraints and long-term planning.

Robotics 96

Robotics Large Language Models AI AI 96

Mlearning.ai

MAY 13, 2023

Explore the 5 most Impactful Large Language Model Papers of 2023 Image by Author with @MidJoruney Language models have revolutionized the field of natural language processing (NLP), allowing for unprecedented advances in applications such as chatbots, virtual assistants, and text generation.

Large Language Models 52

Large Language Models Natural Language Processing NLP Computer Vision 52

Marktechpost

JANUARY 28, 2024

This limitation is particularly pronounced in real-world applications requiring complex spatial analysis, such as robotics or augmented reality, where precise spatial understanding is crucial. This feature makes it a valuable tool for open-vocabulary reward annotators in complex robotic rearrangement tasks.

AI Researcher 119

AI Researcher AI Research Robotics Large Language Models 119

Marktechpost

DECEMBER 25, 2023

Multimodal Large Language Models (MLLMs) are pivotal in integrating visual and linguistic elements. These models, fundamental to developing sophisticated AI optical assistants, excel in interpreting and synthesizing information from text and imagery. If you like our work, you will love our newsletter.

Large Language Models 96

Large Language Models Robotics Data Analysis Automation 96

AI Weekly

OCTOBER 26, 2023

cryptopolitan.com Applied use cases Alluxio rolls out new filesystem built for deep learning Alluxio Enterprise AI is aimed at data-intensive deep learning applications such as generative AI, computer vision, natural language processing, large language models and high-performance data analytics.

Neural Network 201

Neural Network Convolutional Neural Networks Robotics Deep Learning 201

Marktechpost

JANUARY 10, 2024

Large language models have shown notable achievements in executing instructions, multi-turn conversations, and image-based question-answering tasks. These models include Flamingo, GPT-4V, and Gemini. Regarding mobile technology, Gemini has been a trailblazer for multimodal approaches.

AI Researcher 104

AI Researcher AI Research Large Language Models Robotics 104

Marktechpost

SEPTEMBER 8, 2023

This surge in interest can be largely attributed to the soaring demand for autonomous driving, enhanced navigation systems, advanced 3D scene comprehension, and the burgeoning field of robotics. Researchers first collect 3D-image-audio-text data pairs for contrastive learning, which aligns 3D modality with others guided ImageBind.

AI Researcher 121

AI Researcher AI Research Large Language Models LLM 121

Marktechpost

MAY 7, 2024

The capacity to produce pertinent instructions and content is just the beginning of what is needed to construct AI systems that work with humans in the real world. This includes mixed-reality task assistants, interactive robots, smart manufacturing floors, autonomous vehicles, and many more.

AI Researcher 96

AI Researcher AI Research Artificial Intelligence Artificial Intelligence 96

Marktechpost

JULY 19, 2023

Large language models (LLMs) are computer models capable of analyzing and generating text. Source: [link] Microsoft: Kosmos-1 Kosmos-1 is a Multimodal Large Language Model (MLLM) that can perceive different modalities, learn in context (few-shot), and follow instructions (zero-shot).

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Large Language Models Robotics 98

Marktechpost

JULY 27, 2023

In recent years, there have been significant breakthroughs in the field of Deep Learning, particularly in the popular sub-fields of Artificial Intelligence, including Natural Language Processing (NLP), Natural Language Understanding (NLU) and Computer Vision (CV).

Natural Language Processing 98

Natural Language Processing Robotics Computer Vision Large Language Models 98

Marktechpost

JULY 12, 2023

One of the best deep learning inventions is Large Language Models (LLMs), which recently got popular and are mostly in the headlines for their incredible use cases. These models imitate humans and, by utilizing the power of Natural Language Processing or Computer Vision, demonstrate some amazing solutions.

Deep Learning 98

Deep Learning Python Large Language Models Natural Language Processing 98

Marktechpost

OCTOBER 26, 2023

Facebook AI Research (FAIR) is dedicated to advancing the field of socially intelligent robotics. The primary objective is to develop robots capable of assisting with everyday tasks while adapting to the unique preferences of their human partners. In the field of robotics research, having a shared platform is crucial.

Robotics 108

Robotics AI AI AI Researcher 108

Topbots

APRIL 29, 2024

Simple next-token generation, the foundational technique of large language models (LLMs), is usually insufficient for tackling complex reasoning tasks. To address this limitation, various research teams have explored innovative methodologies aimed at enhancing the reasoning capabilities of LLMs.

LLM 59

LLM Large Language Models Natural Language Processing AI Researcher 59

Topbots

APRIL 11, 2023

If you’d like to skip around, here are the language models we featured: BERT by Google GPT-3 by OpenAI LaMDA by Google PaLM by Google LLaMA by Meta AI GPT-4 by OpenAI If this in-depth educational content is useful for you, you can subscribe to our AI research mailing list to be alerted when we release new material.

NLP 98

NLP Large Language Models BERT Natural Language Processing 98

Towards AI

JANUARY 25, 2023

Last Updated on January 25, 2023 by Editorial Team Author(s): Sergi Castella i Sapé Originally published on Towards AI. Trends in AI — 2023 Round-up What’s next for Language Models, Reinforcement Learning, Computer Vision, and leading AI companies like OpenAI and Google? Image by Zeta Alpha.

Computer Vision 52

Computer Vision Neural Network Large Language Models AI 52

IBM Journey to AI blog

APRIL 18, 2024

AI systems like LaMDA and GPT-3 excel at generating human-quality text, accomplishing specific tasks, translating languages as needed, and creating different kinds of creative content. However, if AGI development uses similar building blocks as narrow AI, some existing tools and technologies will likely be crucial for adoption.

Neural Network 224

Neural Network LLM AI AI 224

Topbots

DECEMBER 5, 2023

Top 10 AI Research Papers 2023 1. Sparks of AGI by Microsoft Summary In this research paper, a team from Microsoft Research analyzes an early version of OpenAI’s GPT-4, which was still under active development at the time. Sign up for more AI research updates.

AI Researcher 111

AI Researcher AI Research Natural Language Processing Neural Network 111

Flipboard

JUNE 22, 2023

Voxel51, a prominent innovator in data-centric computer vision and machine learning software, has recently introduced a remarkable breakthrough in the field of computer vision with the launch of VoxelGPT. VoxelGPT offers several key capabilities that streamline computer vision workflows, saving time and resources: 1.

Computer Vision 98

Computer Vision Python Machine Learning AI Tools 98

Topbots

JANUARY 30, 2023

400k AI-related online texts since 2021) Disclaimer: This article was written without the support of ChatGPT. In the last couple of years, Large Language Models (LLMs) such as ChatGPT, T5 and LaMDA have developed amazing skills to produce human language. Faithful Reasoning Using Large Language Models.

Large Language Models 52

Large Language Models LLM Computational Linguistics Natural Language Processing 52

BAIR

MARCH 11, 2024

graduates have each expanded the frontiers of AI research and are now ready to embark on new adventures in academia, industry, and beyond. These fantastic individuals bring with them a wealth of knowledge, fresh ideas, and a drive to continue contributing to the advancement of AI.

Robotics 344

Robotics Natural Language Processing Machine Learning Computer Vision 344

Marktechpost

AUGUST 4, 2023

Large language models can enable fluent text generation, emergent problem-solving, and creative generation of prose and code. In contrast, vision-language models enable open-vocabulary visual recognition and can even make complex inferences about object-agent interactions in images.

Robotics 98

Robotics Large Language Models AI Researcher AI Research 98

Topbots

DECEMBER 5, 2023

Generated with DALL-E 3 In the rapidly evolving landscape of Natural Language Processing, 2023 emerged as a pivotal year, witnessing groundbreaking research in the realm of Large Language Models (LLMs). Where to learn more about this research? Where to learn more about this research?

LLM 110

LLM Large Language Models Natural Language Processing Chatbots 110

Marktechpost

JULY 10, 2023

Although LLM has demonstrated proficiency in few-shot learning in several disciplines, including computer vision, robotics, and natural language processing, its generalizability to problems that cannot be observed in more complex fields like biology has yet to be thoroughly examined.

Large Language Models 52

Large Language Models LLM Machine Learning Natural Language Processing 52

Marktechpost

JULY 25, 2023

Strong reasoning abilities are displayed by large language models (LLMs) in a variety of fields, including conversation, step-by-step reasoning, math problem-solving, and code authoring. According to their findings, multi-task training enhances performance compared to training models for single tasks.

Robotics 95

Robotics Large Language Models LLM Computer Vision 95

The MLOps Blog

FEBRUARY 22, 2024

If you serve clients from various countries and need to train a personalized text classifier for each of them (task-incremental scenario), you can use a multilingual LLM (Large Language Model) as the core model and select a different classification layer based on the input text’s language.

Continuous Learning 59

Continuous Learning Machine Learning ML Neural Network 59

AI Weekly

APRIL 13, 2023

Some researchers question whether A.I. nytimes.com Applied use cases AI Sex Chatbots and the Dudes Who Love Them A new, uncensored open-source large language model is being used by the AI community to build X-rated chatbots, because of course it is. Some researchers question whether A.I.

Robotics 130

Robotics Large Language Models Artificial Intelligence Artificial Intelligence 130

Marktechpost

SEPTEMBER 21, 2023

Large “foundation models” have taken the lead in tackling problems in mathematical reasoning, computer vision, and natural language processing. Another line of earlier research uses task-specific robot demonstrations to refine large language models (LLM) on visual and linguistic inputs.

Machine Learning 120

Machine Learning Robotics Neural Network Natural Language Processing 120

Bugra Akyildiz

JANUARY 2, 2024

Originally developed for language, it has proven useful in domains as varied as computer vision , audio , genomics , protein folding , and more. This year, our work on scaling vision transformers demonstrated state-of-the-art results across a wide variety of vision tasks, and has also been useful in building more capable robots.

Robotics 52

Robotics Computer Vision Algorithm Neural Network 52

Topbots

JULY 6, 2023

If you’d like to skip around, here are the language models we featured: GPT-3 by OpenAI LaMDA by Google PaLM by Google Flamingo by DeepMind BLIP-2 by Salesforce LLaMA by Meta AI GPT-4 by OpenAI If this in-depth educational content is useful for you, you can subscribe to our AI research mailing list to be alerted when we release new material.

LLM 52

LLM Large Language Models Natural Language Processing OpenAI 52

Topbots

DECEMBER 19, 2023

Generated with Midjourney The NeurIPS 2023 conference showcased a range of significant advancements in AI, with a particular focus on large language models (LLMs), reflecting current trends in AI research. These awards highlight the latest achievements and novel approaches in AI research.

Large Language Models 110

Large Language Models Natural Language Processing AI Researcher AI Research 110

BAIR

MARCH 11, 2024

graduates have each expanded the frontiers of AI research and are now ready to embark on new adventures in academia, industry, and beyond. These fantastic individuals bring with them a wealth of knowledge, fresh ideas, and a drive to continue contributing to the advancement of AI.

Robotics 100

Robotics Natural Language Processing Machine Learning Computer Vision 100

TheSequence

JUNE 25, 2023

📝 Editorial: The Generative Audio Momentum The field of generative AI innovation has primarily been dominated by large language models (LLMs) and computer vision models for images. Just last week, audio/speech models grabbed the headlines in generative AI.

Computer Vision 52

Computer Vision LLM Generative AI Responsible AI 52

ODSC - Open Data Science

APRIL 11, 2023

Speaker: Akash Tandon, Co-Founder and Co-author of Advanced Analytics with PySpark | Looppanel and O’Reilly Media Self-Supervised and Unsupervised Learning for Conversational AI and NLP Self-supervised and Unsupervised learning techniques such as Few-shot and Zero-shot learning are changing the shape of AI research and product community.

NLP 96

NLP Large Language Models Data Science Big Data 96

Topbots

DECEMBER 19, 2023

The NeurIPS 2023 conference, held in the vibrant city of New Orleans from December 10th to 16th, had a particular emphasis on generative AI and large language models (LLMs). One of the core themes of this year’s conference was the quest for more efficient AI systems. Sign up for more AI research updates.

Computer Vision 52

Computer Vision Natural Language Processing AI Researcher AI Research 52

Marktechpost

NOVEMBER 1, 2023

Large Language Models (LLMs) are constantly improvising, thanks to the advancements in Artificial Intelligence and Machine Learning. LLMs are making significant progress in sub-fields of AI, including Natural Language Processing, Natural Language Understanding, Natural Language Generation and Computer Vision.

Natural Language Processing 102

Natural Language Processing Algorithm Computer Vision Large Language Models 102