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
EfficientDet: Scalable and Efficient Object Detection. arxiv code
GAN-Knowledge Distillation for one-stage Object Detection. arxiv
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection. arxiv

Semantic Segmentation

CenterMask : Real-Time Anchor-Free Instance Segmentation. arxiv code
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation. arxiv code
Object-Contextual Representations for Semantic Segmentation. arxiv code