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AI holidays 2021

  24 Dec 2021
Here's a sample of AI-themed holiday videos, images and stories to get you into the spirit this season.

Some highlights from our focus on the UN SDGs

  22 Dec 2021
As 2021 draws to a close, we pick some of our favourite interviews and articles from our focus series on the UN sustainable development goals.

Why generalization in RL is difficult: epistemic POMDPs and implicit partial observability

  21 Dec 2021
In this blog post, we will aim to explain why generalization in RL is fundamentally hard, even in theory.
monthly digest

AIhub monthly digest: December 2021 – #NeurIPS2021, sustainable cities and the Reith lectures

  20 Dec 2021
Welcome to our monthly digest, where you can catch up with AI research, events and news from the month past.

Robot reinforcement learning: safety in real-world applications

How can we make a robot learn in the real world while ensuring safety? In this post, best paper award finalists at CoRL explain all.

Harnessing the power of AI to elucidate mobile traffic consumption at city scale

  15 Dec 2021
Mobile traffic analysis can provide many insights. Find out more about work on obtaining high-resolution traffic maps using AI methods and aggregate data.

Designs from data: offline black-box optimization via conservative training

  10 Dec 2021
In this post, we discuss offline model-based optimization and some recent advances in this area.

#NeurIPS2021 invited talks round-up: part one – Duolingo, the banality of scale and estimating the mean

  09 Dec 2021
There are eight invited talks at the conference this year. In this post, we give a taster of the first three.

Smart cities and AI

  03 Dec 2021
In this video lecture, Beril Sirmacek talks about research using AI methods to help to make cities more environmentally friendly.

Hot papers on arXiv from the past month: November 2021

  01 Dec 2021
What’s hot on arXiv? Here are the most tweeted papers that were uploaded onto arXiv during November 2021.
monthly digest

AIhub monthly digest: November 2021 – avoiding hype, musical dissonance, and AI thanksgiving

  30 Nov 2021
Welcome to our monthly digest, where you can catch up with AI research, events and news from the month past.

A first-principles theory of neural network generalization

  22 Nov 2021
Find out more about research trying to shed light on the workings of deep neural networks.

Compression, transduction, and creation: a unified framework for evaluating natural language generation

  18 Nov 2021
Our framework classifies language generation tasks into compression, transduction, and creation.

Natural language processing model for African languages

  17 Nov 2021
AfriBERTa model enables computers to analyse text in African languages for many useful tasks.

Machine learning for climate science and Earth observation – a webinar from Climate Change AI

  16 Nov 2021
Hear from Maike Sonnewald and Gustau Camps-Valls, as they talk about trustworthy AI for climate analysis and physics-aware machine learning.

Making RL tractable by learning more informative reward functions: example-based control, meta-learning, and normalized maximum likelihood

  15 Nov 2021
This article presents MURAL, a method for learning uncertainty-aware rewards for RL.

Analysing ice hockey videos with deep learning

  12 Nov 2021
Identifying players by their sweater numbers using multi-task learning.

PICO: Pragmatic compression for human-in-the-loop decision-making

  05 Nov 2021
In this post, we outline a pragmatic compression algorithm called PICO.

Hot papers on arXiv from the past month: October 2021

  01 Nov 2021
What’s hot on arXiv? Here are the most tweeted papers that were uploaded onto arXiv during October 2021.

Using imaging and machine learning tools to analyse features of plant leaves

  29 Oct 2021
Scientists have developed tools to discover attributes that contribute to water-use efficiency in crop plants during photosynthesis.
monthly digest

AIhub monthly digest: October 2021 – life on land, foundation models and Beethoven’s 10th

  27 Oct 2021
Welcome to our monthly digest, where you can catch up with AI research, events and news from the month past.

Unsolved ML safety problems

  26 Oct 2021
We provide a new roadmap for ML Safety and aim to refine the technical problems that the field needs to address.

What bird is singing? Merlin Bird ID app offers instant answers

  19 Oct 2021
The Cornell Lab of Ornithology’s free Merlin Bird ID app can identify bird sounds.

Distilling neural networks into wavelet models using interpretations

  18 Oct 2021
We propose a method which distills information from a trained DNN into a wavelet transform.

Artificial intelligence can help highway departments find bats roosting under bridges

  12 Oct 2021
Using photographs and computer vision techniques to automatically detect the presence of bats on bridges.

How a team of musicologists and computer scientists completed Beethoven’s unfinished 10th Symphony

  08 Oct 2021
Find out more about the role of artificial intelligence in this project.

New digital tools to track illegal wildlife trade online

  07 Oct 2021
Using data from social media platforms in combination with machine learning methods to identify what species and wildlife products are traded online and what are the motives behind the trade.

AI tools for assessing zero-deforestation commitments in Vietnam

and   06 Oct 2021
The Coffee Vision project is developing a smart monitoring tool to support the certification of sustainable coffee plots in Vietnam.

Hot papers on arXiv from the past month: September 2021

  01 Oct 2021
What’s hot on arXiv? Here are the most tweeted papers that were uploaded onto arXiv during September 2021.

What can I do here? Learning new skills by imagining visual affordances

  30 Sep 2021
Can we use an analogous strategy to a child learning in a robotic learning system?
monthly digest

AIhub monthly digest: September 2021 – AI100 report released, Tutorial Tuesdays, and haikus

  28 Sep 2021
Welcome to our monthly digest, where you can catch up with AI research, events and news from the month past.

Reducing the cost of localized named entity recognition

  27 Sep 2021
How are the COMPRISE project handling named entity recognition in their voice interaction technology?

The limitations of limited context for constituency parsing

  24 Sep 2021
We consider the representational power of two important frameworks for constituency parsing.

AI as an accelerator of the energy transition, opportunities for a carbon-free energy system

  23 Sep 2021
Find out how the Netherlands aim to take major steps towards increasing renewable energy production and increased electrification.

Allocating fair shares of land

  21 Sep 2021
We consider the problem of fair land allocation where, in addition to geometric constraints on the shapes of the individual pieces, we require the pieces to be separated.

Life below water focus series round-up: ocean ecosystems, marine litter and autonomous vehicles

  17 Sep 2021
We summarise our focus series and highlight further interesting research in the field.






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