Synced Review

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Synced Review
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New LaTeX.CSS Library Enables Websites to Look Like LaTeX Docs
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When mathematicians and scientists start writing something it’s very likely to go beyond words — with much of the key content presented in the form …
Now
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Pacman
NVIDIA’s GameGAN Uses AI to Recreate Pac-Man and Other Game Environments
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Before AI agents are deployed in the real world they must undergo extensive testing in challenging simulated environments. Writing the code to build …
20 hours ago
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Machine Learning
Breakthrough Colourization Technique Enables Instance-Aware Treatment of Multiple Objects
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Image colourization is a practical task that automatically maps grey-scale images to plausible colour images. Such techniques enable the addition of …
1 day ago
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Machine Learning
Tsinghua & UC Berkeley | A New Meta-Baseline for Few-Shot Learning
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Content provided by Yinbo Chen, the first author of the paper A New Meta-Baseline for Few-Shot Learning. Meta-learning has become a popular framework …
1 day ago
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Deep Learning
ICLR 2020 | A Look at Three Interesting Papers on the Robustness of Neural Networks
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IntroductionToday’s state-of-the-art neural networks can achieve a high accuracy, which makes them a natural candidate for many complicated …
4 days ago
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Quantum Computing
Researchers Discover Near-Ideal Photon Sources in Silicon Quantum Photonics
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At its Build 2020 virtual conference this week Microsoft unveiled one of the world’s top-five publicly disclosed supercomputers, part of the tech …
4 days ago
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Machine Learning
Cross-domain Correspondence Learning for Exemplar-based Image Translation
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Content provided by Bo Zhang, the co-author of the paper Cross-domain Correspondence Learning for Exemplar-based Image Translation. We present a …
6 days ago
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Machine Learning
Microsoft Build 2020 | World Top-5 Supercomputer With OpenAI, Microsoft Turing Models, Responsible ML Capabilities in AI
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Instead of completely cancelling as Google did with Google I/O 2020, Microsoft decided to shift its annual developers conference Microsoft Build …
6 days ago
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Machine Learning
Neural Network AI is the Future of the Translation Industry
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Market Globalization Despite ProtectionismI was pleasantly surprised the first time I peeked at the translation industry market data: according to a …
6 days ago
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Natural Language Processing
ACL 2020 Announces Its 779 Accepted Papers
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Organizers of the 58th annual meeting of the Association for Computational Linguistics (ACL) on Sunday announced the list of accepted papers for the …
May 20
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Machine Learning
Google Introduces ‘Meta-Dataset’ Benchmark for Few-Shot Learning
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Deep learning’s recent impressive breakthroughs have largely been based on huge quantities of manually annotated training data. Because appropriate …
May 19
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Machine Learning
Facebook’s Highly Efficient New Real-Time Text-To-Speech System Runs on CPUs
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Text-to-Speech (TTS) refers to the ability of computers to read text aloud. As voice assistant technology become increasingly common and …
May 19
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Translation
Bringing Old Photos Back to Life
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Content provided by Bo Zhang, the co-author of the paper Bringing Old Photos Back to Life. We propose to restore old photos that suffer from severe …
May 18
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Machine Learning
Self-Supervised ‘Plan2Explore’ RL Agent Achieves SOTA Zero-Shot and Adaptation Performance
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Although reinforcement learning (RL) has produced agents that can outperform human experts in complex games and image classification, these agents …
May 15
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Deep Learning
Google ‘Data Echoing’ Accelerates Neural Network Training
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Specialized hardware accelerators such as GPUs and TPUs have dramatically sped up neural network training. A problem however is that not all …
May 14
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Git
Nifty Online Tool Animates Your Actions in Real-Time
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Like many of us, AI researchers are trying to find some levity and even have a bit of fun in these often difficult times. Last week Shan Huang, a …
May 13
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Robotics
DRL Helps Robots ‘Think While Moving’
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When chasing a bouncing ball, a human will head where they anticipate the ball is going. If things change — for example a cat swats the ball and it …
May 12
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New Baidu Algorithms Boost mRNA Vaccine Development for SARS-COV-2
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Information provided by Baidu 11/05/20 Scientists are racing to develop a vaccine to prevent the COVID-19 pandemic, which has sickened over four …
May 12
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Machine Learning
Cooperation Instead of Competition: Harvard & Microsoft Research Optimizes AI-Human Teamwork
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Machine learning (ML) systems are increasingly adept at tasks that have traditionally required human expertise. In challenges such as real-time …
May 11
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Deep Learning
House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation
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Content provided by Nelson Nauata, the first author of the paper House-GAN: Relational Generative Adversarial Networks for Graph-constrained House …
May 9
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Git
GitHub Announces ‘Codespaces’ for In-Browser Coding
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Last week, GitHub announced four new products on its official blog. The most eye-catching of the lot is the tool Codespaces. Released in conjunction …
May 8
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AI2 & UW Researchers Propose ‘TL;DR’ Paper Summarization Task
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The TL;DR initialism (“too long; didn’t read”) has flooded social media, where it is used to politely or pointedly inform someone that whatever …
May 8
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Kitchens
Epic-Kitchens | Largest Egocentric Video Dataset Gets New Baselines
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Cooking shows have moved beyond unglamorous narrations like “bring three litres of water to the boil” or even “dice the kiwi.” These days, cooking is …
May 6
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New TTNet Table Tennis Model Accelerates DL in Sports Analysis
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From automated strike zones and advanced analytics to personalized training regimens, AI continues to transform the wide world of sports. Computer …
May 5
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Virtual Reality
ICLR 2020 | Virtual Conference Openly Available Online; No Best Paper Awards This Year
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The ICLR 2020 virtual conference wrapped up this weekend, with generally favourable reviews from participants and a number of areas for future …
May 4
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Machine Learning
Consistent Video Depth Estimation: Generating HQ Depth Maps From Single Video Input
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Whether on a robot gripper in a high-tech factory or onboard an autonomous vehicle navigating busy city streets, accurate depth estimation is an …
May 4
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Chatbots
Facebook Says Its ‘Blender’ Chatbot Is the Most Humanlike Ever
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For years, researchers have been attempting to build AI systems that can converse as well and naturally as humans. So far however, these efforts have …
May 1
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Videography
VidPress: Baidu’s New AI Tool Creating Videos from a URL with One-Click
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The ability to edit videos quickly is a skill standing out in the era of social media where short videos are king, but becoming a master requires a …
April 30
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Deep Learning
AI21 Labs Asks: How Much Does It Cost to Train NLP Models?
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These days the total cost of training an NLP model can climb into millions of dollars. And so it is only natural that budget-constrained researchers, …
April 30
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Localization
Samsung AI Uses WiFi Signals to Generate Consistent In-Home User Localization Data
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An increasing number and variety of sensors and virtual assistants are being deployed in the places we live, laying the digital foundation for the …
April 30