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