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The Facebook MUPPET Show

Facebook researchers have scaled up a relevantly new technique, Pre-finetuning (PFT), in their paper MUPPET to multi-task learning of over 50 tasks on a...

Baidu Receives Permit To Test Self-Driving Cars In California Without Safety Drivers

Baidu becomes the sixth company to obtain approval for testing self-driving cars without safety drivers in Sunnyvale. The company joins Waymo, Zoox, AutoX, Nuro,...

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...

VOneNets – Computer Vision meets Primate Vision

The neuroscientists’ group at MIT-IBM Watson AI lab released VOneNets, a biologically inspired neural network fortified against adversarial attacks. VOneNets are ordinary convolutional neural...

AV-MAP: From Short Video To The Entire Floor Plan Using ML

Researchers from Facebook AI and other universities have developed a framework, AV-MAP, that can infer rooms’ general layout from a house’s short-clip. This framework...

Microsoft’s DeBERTa Surpasses Humans On Natural Language Understanding

Microsoft’s DeBERTa (Decoding-enhanced BERT with disentangled attention) has surpassed the natural language understanding baseline set at par with human performance in the SuperGlue benchmark....

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,...
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