2020年,那些「引爆」了机器学习社区的热门论文、库和基准
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2020 年出现了哪些引爆机器学习社区的论文和库呢?哪些模型和方法登顶各领域基准排行榜呢?这篇文章给你答案。
基准地址:https://paperswithcode.com/sota/image-classification-on-imagenet
Meta Pseudo Labels 论文地址:https://arxiv.org/pdf/2003.10580v3.pdf
基准地址:https://paperswithcode.com/sota/object-detection-on-coco
Cascade Eff-B7 NAS-FPN 论文地址:https://arxiv.org/pdf/2012.07177v1.pdf
基准地址:https://paperswithcode.com/sota/semantic-segmentation-on-cityscapes
HRNet-OCR 论文地址:https://arxiv.org/pdf/2005.10821v1.pdf
基准地址:https://paperswithcode.com/sota/image-classification-on-cifar-10
EffNet-L2 (SAM) 论文地址:https://arxiv.org/pdf/2010.01412v2.pdf
基准地址:https://paperswithcode.com/sota/semantic-segmentation-on-pascal-voc-2012
EfficientNet-L2+NAS-FPN 论文地址:https://arxiv.org/pdf/2006.06882v2.pdf
基准地址:https://paperswithcode.com/sota/pose-estimation-on-mpii-human-pose
Soft-gated Skip Connections 论文地址:https://arxiv.org/pdf/2002.11098v1.pdf
基准地址:https://paperswithcode.com/sota/person-re-identification-on-market-1501
st-ReID 论文地址:https://arxiv.org/pdf/1812.03282v1.pdf
基准地址:https://paperswithcode.com/sota/image-classification-on-mnist
Branching/Merging CNN + Homogeneous Filter Capsules 论文地址:https://arxiv.org/pdf/2001.09136v4.pdf
基准地址:https://paperswithcode.com/sota/3d-human-pose-estimation-on-human36m
Learnable Triangulation of Human Pose 论文地址:https://arxiv.org/pdf/1905.05754v1.pdf