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DeepMind’s latest research at ICML 2022

OpenAIDecember 24, 2023185Views 0Likes 0Comments

Paving the way for generalised systems with more effective and efficient AI Starting this weekend, the thirty-ninth International Conference on Machine Learning (ICML 2022) is meeting from 17-23 July, 2022 at the Baltimore Convention Center in Maryland, USA, and will be running as a hybrid event. Researchers working across artificial intelligence, data science, machine vision,…

A classy approach to solving Traveling Salesman Problems effectively with Python | by Carlos J. Uribe

Data ScienceDecember 24, 2023174Views 0Likes 0Comments

Here we won’t start from scratch. As stated earlier, we already developed the code that builds a Pyomo model of the TSP and solves it in sprint 3. And trust me, that was the hardest part. Now, we have the easier task of organizing what we did in a way that makes it general, hiding…

Google Researchers Unveil DMD: A Groundbreaking Diffusion Model for Enhanced Zero-Shot Metric Depth Estimation

AI NewsDecember 24, 2023187Views 0Likes 0Comments

Although it would be helpful for applications like autonomous driving and mobile robotics, monocular estimation of metric depth in general situations has been difficult to achieve. Indoor and outdoor datasets have drastically different RGB and depth distributions, which presents a challenge. Another issue is the inherent scale ambiguity in photos caused by not knowing the…

Perceiver AR: general-purpose, long-context autoregressive generation

OpenAIDecember 24, 2023197Views 0Likes 0Comments

Over the last few years, autoregressive Transformers have brought a steady stream of breakthroughs in generative modeling. These models generate each element of a sample – the pixels of an image, the characters of a text (typically in “token” chunks), the samples of an audio waveform, and so on – by predicting one element after…

A Comprehensive Overview of Gaussian Splatting | by Kate Yurkova | Dec, 2023

Data ScienceDecember 24, 2023175Views 0Likes 0Comments

Additionally, Gaussian splatting doesn’t involve any neutral network at all. There isn’t even a small MLP, nothing “neural”, a scene is essentially just a set of points in space. This in itself is already an attention grabber. It is quite refreshing to see such a method gaining popularity in our AI-obsessed world with research companies…

Meet HOI-Diff: Text-Driven Synthesis of 3D Human-Object Interactions Using Diffusion Models

AI NewsDecember 24, 2023198Views 0Likes 0Comments

In response to the challenging task of generating realistic 3D human-object interactions (HOIs) guided by textual prompts, researchers from Northeastern University, Hangzhou Dianzi University, Stability AI, and Google Research have introduced an innovative solution called HOI-Diff. The intricacies of human-object interactions in computer vision and artificial intelligence have posed a significant hurdle for synthesis tasks.…

The virtuous cycle of AI research

OpenAIDecember 24, 2023169Views 0Likes 0Comments

We recently caught up with Petar Veličković, a research scientist at DeepMind. Along with his co-authors, Petar is presenting his paper The CLRS Algorithmic Reasoning Benchmark at ICML 2022 in Baltimore, Maryland, USA. My journey to DeepMind... Throughout my undergraduate courses at the University of Cambridge, the inability to skilfully play the game of Go…

Enhanced Large Language Models as Reasoning Engines | by Anthony Alcaraz | Dec, 2023

Data ScienceDecember 24, 2023177Views 0Likes 0Comments

The recent exponential advances in natural language processing capabilities from large language models (LLMs) have stirred tremendous excitement about their potential to achieve human-level intelligence. Their ability to produce remarkably coherent text and engage in dialogue after exposure to vast datasets seems to point towards flexible, general purpose reasoning skills. However, a growing chorus of…

5 Tips for SMEs to Stay Cyber Safe This Festive Season

IoTDecember 23, 2023236Views 0Likes 0Comments

The festive season should be a time for celebration and relaxation. Instead, small and mid-sized enterprises (SMEs) must prepare for a sudden onslaught of cyberattacks and social engineering attempts. Cyber Threats Become More Severe During the Holidays Cybercriminals view the holiday season as an opportunity to strike. When you’re busy with a sudden, massive…

Tackle computer science problems using both fundamental and modern algorithms in machine learning

Data AnalyticsDecember 23, 2023207Views 0Likes 0Comments

Sponsored Content The ability to use algorithms to solve real-world problems is a must-have skill for any developer or programmer. But a major issue for them is to dive into a big pool of algorithms and find the most relevant ones. This book (50 Algorithms Every Programmer Should Know) will help you…