😊 机器学习

SpinalNet: Deep Neural Network with Gradual Input 一种模仿人类神经系统的神经网络,比较有意思


😊 图像修复

【AAAI 2020】 Region Normalization for Image Inpainting

【ICCV 2019】 Free-form image inpainting with gated convolution

【ICCV 2019】 CFSNet: Toward a Controllable Feature Space for Image Restoration

【ARXIV20.04】 Pyramid Attention Networks for Image Restoration

【CVPR 2020】 Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization

【ICCV 2019】 Image Inpainting With Learnable Bidirectional Attention Maps

【ECCV 2020】 Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation

【ECCV 2020 oral】 Rethinking Image Inpainting via a Mutual Encoder-Decoder with Feature Equalizations

☔【视频/图像去雨论文列表】https://github.com/hongwang01/Video-and-Single-Image-Deraining


😊 图像翻译

【ARXIV 2020】 Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation




😊 即插即用涨点

【CVPR 2020】 Strip Pooling: Rethinking Spatial Pooling for Scene Parsing

【CVPR 2020】Gated Channel Transformation for Visual Recognition

【NCA 2020】 Enhanced robustness of convolutional networks with a push–pull inhibition layer

【CVPR 2020】 Improving Convolutional Networks with Self-Calibrated Convolutions

【ECCV 2020】 Dynamic Group Convolution for Accelerating Convolutional Neural Networks



😊  跨媒体

🟥 【ECCV 2020】 MMT: Multi-modal Transformer for Video Retrieval

🟥 【ECCV 2020】 AiR: Attention with Reasoning capability




😊 高光谱

【TGRS2020】 Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep CNN Architecture


😊 遥感图像变化检测

【TGRS 2020】 A Feature Difference Convolutional Neural Network-Based Change Detection Method



😊 有趣的资源

✅ 在CIFAR 10 上的 Adversarial Training 技巧:Bag of Tricks for Adversarial Training

【Image-to-Image-Search:Elastic Search + Tensorflow开发的相似图片搜索引擎】

'Visual_SLAM_Related_Research - 视觉 SLAM 相关研究跟踪' by wuxiaolang

【几种GANs的PyTorch实现(DCGAN、WGAN、WGAN-GP、SN-GAN)】