Georgia Gkioxari

Georgia Gkioxari, a research scientist at Meta AI specializing in computer vision, dives into the year's groundbreaking advancements. She discusses how Neural Radiance Fields (NeRF) are reshaping 3D scene reconstruction and the advantages of transformers over CNNs in image recognition. Gkioxari examines the evolving role of ImageNet and the exciting challenges posed by emerging fields like the metaverse. Additionally, she highlights promising startups and the collaborative future for hardware and software researchers in the AI landscape.

Georgia Gkioxari, a research scientist at Facebook AI Research, shares her insights on the groundbreaking open-source library PyTorch3D. She discusses her journey from traditional object recognition to deep learning innovations and the evolution of 3D understanding. Georgia highlights the user experience and modularity of PyTorch3D, revealing its role in enhancing machine learning capabilities. She also reflects on her responsibilities as co-chair for CVPR 2021 and the need for modernizing academic peer review processes to adapt to growing challenges in research.