Best AI tools for< Representation Learning >

Dobb·E is an open-source, general framework for learning household robotic manipulation. It aims to create a 'generalist machine' for homes, a domestic assistant that can adapt and learn various tasks cost-effectively. Dobb·E can learn a new task with just five minutes of demonstration, achieving an 81% success rate in 10 NYC homes. The system is designed to accelerate research on home robots and eventually enable robot butlers in every home.

Bethge Lab is an AI research group at the University of Tübingen focusing on Neuro AI - Autonomous Lifelong Learning in Machines and Brains. They develop machine learning tools for neural data analysis and draw inspiration from the brain to address key problems in machine learning. Their research includes representation learning, probabilistic inference, generative modeling, behavioral data analysis, and neural data analysis. Additionally, they explore AI sciencepreneurship and collaborate with startups. Bethge Lab aims to advance the understanding of autonomous learning and develop economically feasible solutions for long-term human needs.

Phenaki is a model capable of generating realistic videos from a sequence of textual prompts. It is particularly challenging to generate videos from text due to the computational cost, limited quantities of high-quality text-video data, and variable length of videos. To address these issues, Phenaki introduces a new causal model for learning video representation, which compresses the video to a small representation of discrete tokens. This tokenizer uses causal attention in time, which allows it to work with variable-length videos. To generate video tokens from text, Phenaki uses a bidirectional masked transformer conditioned on pre-computed text tokens. The generated video tokens are subsequently de-tokenized to create the actual video. To address data issues, Phenaki demonstrates how joint training on a large corpus of image-text pairs as well as a smaller number of video-text examples can result in generalization beyond what is available in the video datasets. Compared to previous video generation methods, Phenaki can generate arbitrarily long videos conditioned on a sequence of prompts (i.e., time-variable text or a story) in an open domain. To the best of our knowledge, this is the first time a paper studies generating videos from time-variable prompts. In addition, the proposed video encoder-decoder outperforms all per-frame baselines currently used in the literature in terms of spatio-temporal quality and the number of tokens per video.

OI Avatar is a web-based platform that allows users to create videos using a digital representation of themselves. With OI Avatar, users can create their own speaking digital avatar in less than 5 minutes, and hear themselves speak with a proper English accent. OI Avatar is designed to help users improve their public speaking skills, practice their presentation skills, and communicate more effectively in English.

Twin Health is a digital health company that uses artificial intelligence (AI) to help people reverse and prevent chronic metabolic diseases, such as type 2 diabetes. The company's flagship product is the Whole Body Digital Twin™, a digital representation of a person's unique metabolism that delivers personalized guidance on nutrition, sleep, activity, and breathing. Twin Health's program combines the Whole Body Digital Twin™ with a dedicated care team that monitors sensor data, offers personalized recommendations, and supports users on their health journey.

BenevolentAI is a leader in applying advanced AI to accelerate biopharma drug discovery blending science and technology with a focus on finding solutions for complex diseases. We empower both biopharmaceutical companies and our internal scientists to harness the full potential of data and AI to accelerate the next generation of scientific advances. We have built our AI-enabled drug discovery engine to drive a revolution in drug discovery. The Benevolent Platform™ unlocks the power of a vast biomedical data landscape to provide a multidimensional representation of human biology across all diseases. We believe this approach will improve the probability of clinical success, and help us deliver life-changing treatments to patients – because it matters.

Dreamwave is an AI research lab developing new ways to augment human creativity with artificial intelligence. Its products include AI headshots, team headshots, and custom photo studios. AI headshots can be generated in minutes, and team headshots can be generated consistently to scale with growing companies. Custom photo studios allow users to generate new photos of themselves with any scene, outfit, or hair. Dreamwave is committed to empowering human creativity, safe and unbiased representation, and secure and private data.

CEBRA is a self-supervised learning algorithm designed for obtaining interpretable embeddings of high-dimensional recordings using auxiliary variables. It excels in compressing time series data to reveal hidden structures, particularly in behavioral and neural data. The algorithm can decode neural activity, reconstruct viewed videos, decode trajectories, and determine position during navigation. CEBRA is a valuable tool for joint behavioral and neural analysis, providing consistent and high-performance latent spaces for hypothesis testing and label-free applications across various datasets and species.

The Visual Computing & Artificial Intelligence Lab at TUM is a group of research enthusiasts advancing cutting-edge research at the intersection of computer vision, computer graphics, and artificial intelligence. Our research mission is to obtain highly-realistic digital replica of the real world, which include representations of detailed 3D geometries, surface textures, and material definitions of both static and dynamic scene environments. In our research, we heavily build on advances in modern machine learning, and develop novel methods that enable us to learn strong priors to fuel 3D reconstruction techniques. Ultimately, we aim to obtain holographic representations that are visually indistinguishable from the real world, ideally captured from a simple webcam or mobile phone. We believe this is a critical component in facilitating immersive augmented and virtual reality applications, and will have a substantial positive impact in modern digital societies.

Chemprop is a PyTorch-based framework for training and evaluating message-passing neural networks (MPNNs) for molecular property prediction. Originally developed for research purposes, Chemprop offers a comprehensive set of tools and features for training models and analyzing molecular representations. The package underwent a recent major release (v2.0.0) with significant improvements and updates.

The AI Anime Generator is an online tool based on artificial intelligence technology that generates stunning anime images. It utilizes deep learning algorithms and image generation techniques to create unique and lifelike anime character representations through trained models. Users can easily customize and generate anime characters by providing prompts in the input box. The tool marks a significant transformation in content creation, employing advanced algorithms like deep learning, GANs, VAE, and Diffusion Models to enhance creative efficiency and reduce costs.

yourfriends.ai is an AI-powered chatbot that allows users to chat with virtual representations of celebrities, influencers, and historical figures. Users can ask the chatbots questions, get advice, and have conversations on a variety of topics. yourfriends.ai is available as a WhatsApp or Telegram bot, and it can also be used through a web interface. The chatbots are designed to be lifelike and engaging, and they can provide users with information, entertainment, and companionship.

Algor Education is an online mind mapping tool that uses AI to help users create visual representations of text, images, and audio files. With Algor Education, users can quickly and easily create mind maps that can be used for a variety of purposes, including studying, brainstorming, and taking notes. Algor Education offers a variety of features that make it a powerful tool for students, teachers, and professionals alike. These features include the ability to:

Speak is a language learning app that uses AI to help you improve your speaking skills. It offers a variety of features, including personalized lessons, instant feedback, and a virtual tutor. Speak is designed to be fun and engaging, and it can help you learn a new language quickly and easily.

Chatter is an AI-powered language learning chatbot that integrates with Telegram, transforming regular conversations into engaging language adventures. It offers personalized chat-based lessons tailored to each user's learning pace and style, making language mastery accessible and enjoyable. With Chatter, users can practice real-life scenarios, receive instant feedback, and immerse themselves in interactive exercises, turning language learning into a fun and effective experience.

AppTek is a global leader in artificial intelligence (AI) and machine learning (ML) technologies for automatic speech recognition (ASR), neural machine translation (NMT), natural language processing/understanding (NLP/U) and text-to-speech (TTS) technologies. The AppTek platform delivers industry-leading solutions for organizations across a breadth of global markets such as media and entertainment, call centers, government, enterprise business, and more. Built by scientists and research engineers who are recognized among the best in the world, AppTek’s solutions cover a wide array of languages/ dialects, channels, domains and demographics.

Learn Languages AI is a language learning tool that uses artificial intelligence to help users learn new languages. The tool is built on Telegram and allows users to speak, text, and play with an AI teacher. Learn Languages AI is designed to help users reach all of their language learning goals. The tool is free to use and does not require an account.

Voicy.AI is a conversational bot platform that leverages artificial intelligence and natural language understanding to improve customer experience and enable conversational commerce through automated personalized dialogs. It helps businesses automate customer interactions, drive sales, and improve customer satisfaction. Voicy.AI's platform is designed to be easy to use, with a drag-and-drop interface and pre-built templates. It integrates with a variety of business systems, including CRM, POS, and payment gateways. Voicy.AI is used by businesses of all sizes, across a variety of industries, including retail, food service, and healthcare.

Medallia is a real-time text analytics software that empowers organizations to derive actionable insights from customer interactions. With a focus on omnichannel analytics, Medallia's AI-powered platform enables users to identify emerging trends, prioritize key insights, and drive real-time actions. By leveraging natural language understanding and out-of-the-box topic models, Medallia offers customizable KPIs and scalable text analytics solutions for various industries. The platform aims to transform unstructured data into actionable insights to enhance customer and employee experiences.

FluffyTutor is an AI-powered language learning platform that provides personalized guidance and support to learners of various languages, including English, Polish, German, Vietnamese, and more. With its AI Tutor, users can engage in text-based or voice-based conversations to improve their grammar, vocabulary, and pronunciation. The platform offers a convenient and interactive learning experience, allowing users to study at their own pace and track their progress.

This repository is a collection of papers on leveraging Large Language Models (LLMs) in Graph Tasks. It provides a comprehensive overview of how LLMs can enhance graph-related tasks by combining them with traditional Graph Neural Networks (GNNs). The integration of LLMs with GNNs allows for capturing both structural and contextual aspects of nodes in graph data, leading to more powerful graph learning. The repository includes summaries of various models that leverage LLMs to assist in graph-related tasks, along with links to papers and code repositories for further exploration.

Friendly ILP (Inductive Logic Programming) expert, engaging and supportive. Give examples in form of pos(...) and neg(...) examples.

Direct answers on Lie groups for the knowledgeable.

A facilitator for understanding concepts using a simplified Concept Attainment Method.

As a Good Design Advisor, I provide consultation and advice on design topics and analyze designs that are provided through documents or links. I can also generate visual representations myself to illustrate design concepts.

Apprendre le français facilement法语学习其实不难

実践スキル向上のための対話型学習アシスタント　　　　　　　　　（Interactive learning assistant to improve practical skills）

Adaptive English-Spanish language learning companion

Personalized Spanish Learning Assistant with tailored lessons and engaging content.

A linguistic companion, LanguageLearner assists in learning new languages, practicing pronunciation, and understanding grammar. It's like having a language tutor available anytime.

Comprehensive language learning with interactive exercises.

Your multilingual learning buddy

I'm an immersive Spanish tutor for English speakers, focusing on rapid, enjoyable learning.

Your friendly guide to learning Cantonese with tailored phrases and pronunciation.

A friendly assistant for learning and practicing Swedish.

Bilingual Arabic & Hebrew language AI Learning Assistant. Learn more at www.gaza.school

Danish Teacher GPT for tailored language learning.

Empathetic teacher, brief praise, simple 4-year-old level learning.

J'assiste à l'apprentissage rapide de l'anglais avec des conseils et exemples pratiques

Respectful, concise, and kind English teacher.

Winston Churchill teaches C2-level English-to-German translation