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AutoML Made Easy With Symbolic Programming using Pyglove

Google AI researchers have released a PyGlove library, a symbolic implementation of Automated Machine Learning (AutoML) that allows developers to experiment with search spaces,...

Facebook’s Single Model XLSR For Speech Recognition In 53 Languages.

Facebook AI researchers recently open-sourced their unsupervised cross-lingual speech recognition model, XLSR, that can handle 53 languages at a time. The model provides 72%...

Brain Storage Scheme Can Solve Artificial Networks’ Memory Woes

Neuroscientists recently showed that the brain’s storage scheme is more capable of storing information than the neural networks. The paper from neuroscientists of SISSA,...

BERT-Based Language Models Are Deep N-Gram Models

The researchers from Adobe and Auburn University pointed out that current BERT-based language models are simply deep n-gram models because they blatantly reject taking...

Concept-Whitening For Interpreting Neural Networks At Ease

Researchers at Duke University have recently introduced Concept-Whitening, a new type of layer in neural networks that provides the necessary means of interpreting the...

Google’s Trillion-Parameters NLP Model

Google loves to scale up things. And no wonder, the trillion parameter threshold for pre-trained language models has been breached by Google AI research....

Facebook Releases Code Of Its State-Of-The-Art Voice Separation Model

Facebook researchers open-sourced code of their work, “Voice Separation with an Unknown Number of Multiple Speakers.” Suppose, there is only one mic and there are multiple speakers,...

CLIP From OpenAI Recognizes Images From Their Captions

OpenAI’s Contrastive Language–Image Pre-training (CLIP) learns image representation from associated natural language. The intuition is to learn how to recognize a wide variety of...

Computer Vision Has A New DeIT By Facebook

Facebook AI introduces DeIT (Data-efficient Image Transformer), a Transformer-based approach to train computer vision models. Over the years, Transformer has led to several breakthroughs in NLP,...

DeepMind’s MuZero Marks A New Breakthrough In Reinforcement Learning

DeepMind’s MuZero, an AI program that can play Chess, Go, Shogi, and Atari, gained superhuman performance to outperform existing AI agents like DQN, R2D2,...

OpenAI Releases Robogym, A Framework To Train Robots In Simulated Environments

OpenAI releases robogym, a framework that provides simulated environments to train robots and enhance their capabilities. robogym uses other toolkits like OpenAI gym and MuJoCo physics simulator. While...

Top Python Image Processing Libraries

Image processing in Python is comparatively easier than any other programming language because of numerous available libraries in the market. Python libraries for image...

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