cv.md

Computer Vision

• DSConv: Efficient Convolution Operator. arxiv
• EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks. arxiv code
• Exploring Randomly Wired Neural Networks for Image Recognition. arxiv
• FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review. arxiv
• Monocular Total Capture: Posing Face, Body, and Hands in the Wild. arxiv
• Semi-Supervised Learning with Self-Supervised Networks. arxiv code

GAN

• A Survey on GANs for Anomaly Detection. arxiv
• Exploring Randomly Wired Neural Networks for Image Recognition. arxiv

PreProcessing

• Learning Data Augmentation Strategies for Object Detection. arxiv

Object Detection

• Consistent Optimization for Single-Shot Object Detection. arxiv
• DetNAS: Backbone Search for Object Detection. arxiv
• GAN-Knowledge Distillation for one-stage Object Detection. arxiv
• NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection. arxiv

Semantic Segmentation

• Gated-SCNN: Gated Shape CNNs for Semantic Segmentation. arxiv code