Page 62 - Deep Learning News Today

TCL continues its march on the home theater space with its new TCL QM8 series mini-LED TVs, and the competition should take notice.

There are new companies to be built and money to be made, not least for San Francisco.

Open access notables In this weeks government/NGO section we have a survey from IPSOS gauging experience of climate change in the day-to-day by persons in the US, One in four Americans say climate change will make it harder to live in their area. Many people struggle to separate their sensory perceptions from matters of metaphysics, with ideology strongly coloring their worldview. We live in a world that is quantitatively different than that our parents were born into, b...

Enterprise AI is the surging topic, or, in some cases, the hot potato. A recent CIO forum raised critical issues - here are my responses.

Researchers enhanced the accuracy of mortality predictions in emergency departments by employing advanced data-synthesis techniques and machine-learning models.

Wall Street analysts predicted Tesla’s Dojo supercomputer could unlock a $500 billion ChatGPT-style breakthrough. Don't take it to the bank.

Kelman has returned to Salesforce at an interesting time as the company pivots towards being an AI firm - or does it?

Accurate detection of pedestrian lanes is a crucial criterion for vision-impaired people to navigate freely and safely. The current deep learning methods have achieved reasonable accuracy at this task. However, they lack practicality for real-time pedestrian lane detection due to non-optimal accuracy, speed, and model size trade-off. Hence, an optimized deep neural network (DNN) for pedestrian lane detection is required. Designing a DNN from scratch is a laborious task that requires significant ...

While deep learning techniques have achieved great success in modern digital products, researchers have shown that deep learning models are susceptible to Trojan attacks. In a Trojan attack, an adversary stealthily modifies a deep learning model such that the model will output a predefined label whenever a trigger is present in the input. In this paper, we present TrojanModel, a practical Trojan attack against Automatic Speech Recognition (ASR) systems. ASR systems aim to transcribe voice input ...

The size of data shared over the Internet today is gigantic. A big bulk of it comes from postings on social networking sites such as Twitter and Facebook. Some of it also comes from online news sites such as CNN and The Onion. This type of data is very good for data analysis since they are very personalized and specific. For years, researchers in academia and various industries have been analyzing this type of data. The purpose includes product marketing, event monitoring, and trend analysis. Th...