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Your Daily AI Research tl;dr — 2022–07–27 🧠
Panoptic Scene Graph Generation, Video Frame Interpolation and extreme compression and zero-cost quantization.
Welcome to your official daily AI research tl;dr (often with code and news) for AI professionals where I share the most exciting papers I find daily, along with a one-liner summary to help you quickly determine if the article (and code) is worth investigating.
1️⃣ Panoptic Scene Graph Generation
They “introduce panoptic scene graph generation (PSG), a new problem task that requires the model to generate a more comprehensive scene graph representation (see image above) based on panoptic segmentations rather than rigid bounding boxes”, which they say causes several problems that impede the progress of the field.
They created a high-quality PSG dataset, which contains 49k well annotated overlapping images from COCO and Visual Genome, for the community to keep track of its progress.
Link to the paper: https://arxiv.org/pdf/2207.11247.pdf
Code: https://github.com/Jingkang50/OpenPSG
