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Building interactive agents in video game worlds

OpenAIDecember 9, 2023249Views 0Likes 0Comments

Notes [1] Abramson, J., Ahuja, A., Barr, I., Brussee, A., Carnevale, F., Cassin, M., Chhaparia, R., Clark, S., Damoc, B., Dudzik, A. and Georgiev, P., 2020. Imitating interactive intelligence. arXiv preprint arXiv:2012.05672. [2] Abramson, J., Ahuja, A., Brussee, A., Carnevale, F., Cassin, M., Fischer, F., Georgiev, P., Goldin, A., Harley, T. and Hill, F., 2021.…

Pivoting to Data Role: A 12-Year Career Odyssey

Data ScienceDecember 9, 2023266Views 0Likes 0Comments

Three stories about the data career journey “The number 12 is considered a cosmic number — marking the 12 months, the 12 signs of the zodiac, and the 12 stations of the Moon and the Sun” [Photo by Michael Skok on Unsplash]In my previous position, I created end-of-year reports for my business colleagues and CEOs.…

5 Super Cheat Sheets to Master Data Science

Data AnalyticsDecember 8, 2023227Views 0Likes 0Comments

Image by Author Data science is a vast field, combining elements of statistics, machine learning, and data analysis. To navigate this complex domain, having a set of handy cheat sheets can be immensely helpful. The cheat sheets can also serve as a valuable resource for preparing for technical interviews, reviewing key concepts, and…

How can the Effectiveness of Vision Transformers be Leveraged in Diffusion-based Generative Learning? This Paper from NVIDIA Introduces a Novel Artificial Intelligence Model Called Diffusion Vision Transformers (DiffiT)

AI NewsDecember 8, 2023237Views 0Likes 0Comments

How can the effectiveness of vision transformers be leveraged in diffusion-based generative learning? This paper from NVIDIA introduces a novel model called Diffusion Vision Transformers (DiffiT), which combines a hybrid hierarchical architecture with a U-shaped encoder and decoder. This approach has pushed the state of the art in generative models and offers a solution to…

Google DeepMind at NeurIPS 2023

OpenAIDecember 8, 2023273Views 0Likes 0Comments

Research Published …

TiDE: the ‘embarrassingly’ simple MLP that beats Transformers | by Rafael Guedes | Dec, 2023

Data ScienceDecember 8, 2023300Views 0Likes 0Comments

A deep exploration of TiDE, its implementation using Darts and a real life use case comparison with DeepAR (a Transformer architecture) As industries continue to evolve, the importance of an accurate forecasting becomes a non-negotiable asset wether you work in e-commerce, healthcare, retail or even in agriculture. The importance of being able to foresee what…

Personalized AI Made Simple: Your No-Code Guide to Adapting GPTs

Data AnalyticsDecember 8, 2023216Views 0Likes 0Comments

Image from OpenAI GPT's main view. In our rapidly evolving digital world, artificial intelligence (AI) is not just a buzzword but a revolutionary force reshaping how we interact with technology. Ever since ChatGPT was first launched, there’s not been a single week without a big leap forward in the AI field. Just…

A New AI Research from CMU and Meta Introduces PyNeRF: A Leap in Neural Radiance Fields with Scale-Aware, Grid-Based Rendering

AI NewsDecember 8, 2023261Views 0Likes 0Comments

How can Neural Radiance Fields (NeRFs) be improved to handle scale variations and reduce aliasing artifacts in scene reconstruction? A new research paper from CMU and Meta addresses this issue by proposing PyNeRF (Pyramidal Neural Radiance Fields). It improves neural radiation fields (NeRFs) by training model heads at different spatial grid resolutions, which helps…

DeepMind’s latest research at NeurIPS 2022

OpenAIDecember 8, 2023241Views 0Likes 0Comments

Advancing best-in-class large models, compute-optimal RL agents, and more transparent, ethical, and fair AI systems The thirty-sixth International Conference on Neural Information Processing Systems (NeurIPS 2022) is taking place from 28 November - 9 December 2022, as a hybrid event, based in New Orleans, USA. NeurIPS is the world’s largest conference in artificial intelligence (AI)…

Using Slope Charts to Simplify Your Data Visualization | by Angelica Lo Duca | Dec, 2023

Data ScienceDecember 8, 2023214Views 0Likes 0Comments

Data Visualization, Data Storytelling Simplify your overwhelmed charts by using slope charts: a tutorial in Python Altair Image by AuthorWe may plot charts to include as many concepts as possible in our visualization. As a result, our chart could be difficult to read and distracting. For this reason, before plotting anything, sit in your chair…