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Concept-Whitening For Interpreting Neural Networks At Ease

Pradyumna Sahoo
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

Pradyumna Sahoo
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

Pradyumna Sahoo
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

Pradyumna Sahoo
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

Pradyumna Sahoo
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,...

Intel’s RealSense ID Now Offers Facial Recognition With Higher Accuracy

Pradyumna Sahoo
Intel is now offering RealSense technology to customers for facial recognition under the purview of RealSense ID. Complemented by LIDAR and Infrared sensors, the RealSense 3D...

CLIP From OpenAI Recognizes Images From Their Captions

Pradyumna Sahoo
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

Pradyumna Sahoo
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,...

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

Ratan Kumar
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...

Microsoft’s Free AI Classroom Series With Certification 14-19 December

Ratan Kumar
Microsoft AI Classroom Series was started in September to make students ready with emerging technologies like AI and Cloud Computing. This session of the...
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