AI BriefingLG AI Research Attends CVPR 2023 and Hosts NICE Workshop
Key point
LG AI Research explored the latest vision research trends at CVPR 2023 and discussed the limitations of image captioning through the NICE workshop.
Details
At CVPR 2023, the world's largest computer vision conference, LG AI Research examined the latest research trends through various papers and exchanged ideas with experts by hosting the NICE Workshop.
At this conference, active research was conducted across diverse fields including autonomous driving, NeRF, 3D registration, and Multimodal. One particularly notable piece of research is Visual Programming(VisProg), which solves vision problems using LLM.
Instead of training a new model, VisProg defines existing vision models as modularized function blocks and uses an LLM such as GPT-3 as a scheduler to perform complex tasks. This is an efficient approach that reduces the cost of data construction and training while solving complex real-world problems.
Additionally, LG AI Research hosted the NICE Workshop together with Shutterstock and Seoul National University, presenting the results of the Zero-shot Image Captioning Evaluation challenge and discussing directions for advancing image captioning technology to overcome the limitations of existing text-comparison metrics.
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