neural networks - Tech News from Simmons Systems (Page 5)

Tech News from Simmons Systems

neural networks

A collection of 78 posts

computer vision

Top 2020 Computer Vision Papers Highlight Transformers and 3D Innovation

Researchers explore whether transformers will revolutionize computer vision just as they transformed natural language processing. A new curated list highlights the top ten 2020 papers covering object detection, 3D modeling, and generative networks.

backpropagation

NeurIPS 2020 Researchers Propose Alternatives to Flawed Backpropagation

Researchers at NeurIPS 2020 introduce new alternatives to backpropagation that aim to solve the problem of catastrophic forgetting in AI models. These proposed continuous learning methods mimic human memory to allow neural networks to learn new information without losing past knowledge.

NeurIPS 2020 Retrospective Highlights Model Tuning and Training Tricks

A look back at the virtual NeurIPS 2020 conference reveals that proper model tuning and practical training tricks often outperform complex algorithmic research. Key takeaways include curriculum learning methods and the power of well-optimized baselines.

OpenAI Introduces Jukebox AI That Generates Music With Vocals

OpenAI unveils Jukebox, a new machine learning framework that generates raw audio music complete with lyrics and singer voices. While the output shows impressive local coherence, the AI still struggles to replicate larger musical structures like repeating choruses.

New AI System SpoilerNet Detects Plot Reveals in Reviews

Researchers at UC San Diego develop an AI tool called SpoilerNet that identifies spoilers in online reviews with impressive accuracy using data from Goodreads.

Intel and Baidu Team Up to Optimize Custom AI Training Chip

Intel and Baidu announce a partnership to optimize Intel's upcoming Nervana Neural Network Processor for Baidu's PaddlePaddle deep learning framework. The collaboration focuses on hardware and software enhancements to improve large-scale distributed neural network training.

AI Deepfake Technology Brings the Mona Lisa to Life

A new artificial intelligence system uses advanced neural networks to animate the Mona Lisa and other famous portraits into realistic, moving videos.

WellSaid Launches Natural Synthetic Voice Tech for Creators

WellSaid Labs emerges from the AI2 incubator with a new voice synthesis system that embraces human inconsistencies to create natural-sounding speech. The startup aims to provide a credible alternative to human voice actors for creators, bypassing the restrictive tech offered by major tech giants.

synapse technology

Synapse Raises $6M to Bring Neural Net Weapon Detection to X-Ray Machines

Synapse Technology raises $6 million in seed funding to expand its neural network-powered weapon detection system for existing x-ray machines.

artificial intelligence

Top 20 AI Articles of 2018 Highlight Breakthroughs in Deep Learning

A new roundup showcases the twenty most shared artificial intelligence articles of 2018, featuring major breakthroughs like Google Duplex and eye-based heart disease prediction. The list spans practical tutorials, ethical dilemmas, and significant industry investments.

NeurIPS 2018 Delivers Essential Machine Learning Tutorials and Insights

The NeurIPS 2018 conference highlights key machine learning tutorials and breakthroughs from one of the industry's most prestigious events. Attendees explore advanced topics ranging from deep learning fundamentals to unsupervised learning techniques.

Top GitHub Repositories Offer Essential Data Science and Machine Learning Projects

A curated collection of machine learning and data science projects on GitHub provides invaluable hands-on resources for practitioners. These repositories help developers bridge the gap between theoretical knowledge and real-world coding applications.

Key Insights and Subtle Shifts Emerge from Massive NeurIPS 2018 Conference

The recently renamed NeurIPS conference draws nearly 8,000 attendees and highlights subtle architectural advancements like ODENets alongside a dominant theme of sanity checks for existing AI approaches.

OpenAI Dota 2 Bots Defeat Human Players Using Team Neural Networks

OpenAI trains a team of five neural networks to defeat human opponents in the real-time game Dota 2. The system plays 180 years' worth of games daily to prepare for an upcoming esports championship.

Microsoft Showcases AI Research as Diamond Sponsor at NeurIPS 2018

Microsoft attends NeurIPS 2018 in Montreal as a Diamond sponsor with over 130 researchers presenting their latest work. Attendees have the opportunity to explore new demos and career options at the company's dedicated booth.