Semi-Supervised and Long-Tailed Object Detection with CascadeMatch

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This paper focuses on long-tailed object detection in the semi-supervised learning setting, which poses realistic challenges, but has rarely been studied in the literature. We propose a novel pseudo-labeling-based detector called CascadeMatch. Our detector features a cascade network architecture, which has multi-stage detection heads with progressive confidence thresholds. To avoid manually tuning the thresholds, we …

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Escrow Buddy: An open-source tool from Netflix for remediation of missing FileVault keys in MDM

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Netflix has open-sourced Escrow Buddy, which helps Security and IT teams ensure they have valid FileVault recovery keys for all their Macs in MDM. To be a client systems engineer is to take joy in small endpoint automations that make your fellow employees’ day a little better. When somebody is unable to log into their FileVault-encrypted …

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Build custom chatbot applications using OpenChatkit models on Amazon SageMaker

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Open-source large language models (LLMs) have become popular, allowing researchers, developers, and organizations to access these models to foster innovation and experimentation. This encourages collaboration from the open-source community to contribute to developments and improvement of LLMs. Open-source LLMs provide transparency to the model architecture, training process, and training data, which allows researchers to understand …

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NVIDIA Smart Spaces Summit Dives Into AI-Powered Innovations in Traffic, Transport

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AI-powered spaces are no longer just a vision of the future. They’ve arrived in today’s streets, stadiums, cities and public transport hubs — and they can be used across industries and applications. NVIDIA is hosting a deep dive into this topic at its inaugural Smart Spaces Summit, focused on AI-powered innovations within traffic and transportation. …

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/r/StableDiffusion will be going dark on June 12th to support open API access for 3rd-party apps on Reddit

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What’s going on? For over 15 years, Reddit has provided a powerful API that has been the foundation for countless tools and platforms developed by and for the community, from your favorite bots to critical spam detection and moderation tools to popular third-party browsers that provide a superior user experience on a wide variety of …

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