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Georgii Gaikov

2 accepted papers

2024

PairDETR : Joint Detection and Association of Human Bodies and Faces

CVPR 2024poster

Image and video analysis requires not only accurate object but also the understanding of relationships among detected objects. Common solutions to relation modeling typically resort to stand-alone object detectors followed by non-differentiable post-processing techniques. Recently introduced detecti…

2022

Contextformer: A Transformer with Spatio-Channel Attention for Context Modeling in Learned Image Compression

ECCV 2022poster

"Entropy modeling is a key component for high-performance image compression algorithms. Recent developments in autoregressive context modeling helped learning-based methods to surpass their classical counterparts. However, the performance of those models can be further improved due to the underexplo…

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