21.Deep Image Harmonization via Domain Verification(图像和谐化)
论文链接: https://arxiv.org/abs/1911.13239
代码:https://github.com/bcmi/Image_Harmonization_Datasets
20.GhostNet: More Features from Cheap Operations(超越Mobilenet v3的架构)
论文链接:https://arxiv.org/pdf/1911.11907
开源代码:https://github.com/iamhankai/ghostnet
19.AdderNet: Do We Really Need Multiplications in Deep Learning? (加法神经网络)
论文链接:https://arxiv.org/pdf/1912.13200
18.CARS: Contunuous Evolution for Efficient Neural Architecture Search(连续进化的NAS)
论文链接:https://arxiv.org/pdf/1909.04977.pdf
开源代码:https://github.com/huawei-noah/CARS
17.Learning multiview 3D point cloud registration(3D点云)
论文链接:https://arxiv.org/abs/2001.05119
16.Multi-Modal Domain Adaptation for Fine-Grained Action Recognition(细粒度动作识别)
论文链接:https://arxiv.org/abs/2001.09691
15.Action Modifiers:Learning from Adverbs in Instructional Video
论文链接:https://arxiv.org/abs/1912.06617
14.PolarMask: Single Shot Instance Segmentation with Polar Representation(实例分割)
论文链接:https://arxiv.org/abs/1909.13226
开源代码:https://github.com/xieenze/PolarMask
13.Distribution Aware Coordinate Representation for Human Pose Estimation(姿态估计)
论文链接:https://arxiv.org/abs/1910.06278
开源代码:https://github.com/ilovepose/DarkPose
12.Suppressing Uncertainties for Large-Scale Facial Expression Recognition(面部表情识别)
论文链接:https://arxiv.org/abs/2002.10392
开源代码:https://github.com/kaiwang960112/Self-Cure-Network
11.xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic
论文链接:https://arxiv.org/abs/1911.12676
10.RoutedFusion: Learning Real-time Depth Map Fusion
论文链接:https://arxiv.org/pdf/2001.04388.pdf
9.What it Thinks is Important is Important: Robustness Transfers through Input Gradients
论文链接:https://arxiv.org/abs/1912.05699
8.Your Local GAN: Designing Two Dimensional Local Attention Mechanisms(GAN)
论文链接:https://arxiv.org/abs/1911.12287
开源代码:https://github.com/giannisdaras/ylg
7.12-in-1: Multi-Task Vision and Language Representation Learning(多任务视觉和语言表示学习)
论文链接:https://arxiv.org/abs/1912.02315
6.MSG-GAN: Multi-Scale Gradient GAN for Stable Image Synthesis(GAN)
论文链接:https://arxiv.org/abs/1903.06048
5.Making Better Mistakes: Leveraging Class Hierarchies with Deep Networks
论文链接:https://arxiv.org/abs/1912.09393
4.The Devil is in the Details: Delving into Unbiased Data Processing for
论文链接:https://arxiv.org/abs/1911.07524
3.In Perfect Shape: Certifiably Optimal 3D Shape Reconstruction from 2D(三维重建)
论文链接:https://arxiv.org/pdf/1911.11924
2.Improved Few-Shot Visual Classification(改进小样本学习视觉分类)
论文链接:https://arxiv.org/pdf/1912.03432.pdf
1.ROAM: Recurrently Optimizing Tracking Model(递归优化跟踪模型)
论文链接:https://arxiv.org/abs/1907.12006