huanyuhello / Awesome-Dynamic-InferenceLinks
A list for dynamic inference research, including: dynamic routing, anytime inference and conditional computation
☆19Updated 5 years ago
Alternatives and similar repositories for Awesome-Dynamic-Inference
Users that are interested in Awesome-Dynamic-Inference are comparing it to the libraries listed below
Sorting:
- Resolution adaptive network☆152Updated 3 years ago
 - ☆73Updated 5 years ago
 - ☆117Updated 4 years ago
 - ☆60Updated 3 years ago
 - ☆54Updated 5 years ago
 - PyTorch Implementation of Matching Guided Distillation [ECCV'20]☆64Updated 4 years ago
 - Dense reppoints: Representing visual objects with dense point sets https://arxiv.org/abs/1912.11473☆145Updated 5 years ago
 - ☆64Updated 5 years ago
 - HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers (CVPR21 Oral)☆142Updated 4 years ago
 - Semi-supervised Adaptive Distillation is a model compression method for object detection.☆59Updated 6 years ago
 - Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)☆166Updated 4 years ago
 - Intra-class Feature Variation Distillation for Semantic Segmentation (ECCV 2020)☆73Updated 5 years ago
 - Implementation of 'Learning a Unified Sample Weighting Network for Object Detection' [CVPR 2020]☆87Updated 5 years ago
 - Code for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19☆150Updated 5 years ago
 - Channel-wise Distillation for Semantic Segmentation☆76Updated 4 years ago
 - deformable_conv2d layer implemented in pytorch☆63Updated 6 years ago
 - The implementation of "Towards accurate one-stage object detection with AP-loss".☆175Updated 3 years ago
 - convert cityscape segmentation label to pascal voc bbox label☆12Updated 6 years ago
 - re-implement of Group ConvNet, also be called as G-ResNext. It's from the paper, reproduction of the paper "Differentiable Learning-to-Gr…☆21Updated 5 years ago
 - The official implementation of Equalization Loss for Long-Tailed Object Recognition (CVPR 2020) based on Detectron2. https://arxiv.org/a…☆200Updated 2 years ago
 - A general framework for inferring CNNs efficiently. Reduce the inference latency of MobileNet-V3 by 1.3x on an iPhone XS Max without sac…☆184Updated 2 years ago
 - Deforming kernels to adapt towards object deformation. In ICLR 2020.☆197Updated 5 years ago
 - RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder☆209Updated 4 years ago
 - [ECCV'20 Oral] MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution☆159Updated 3 years ago
 - Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training, ECCV 2020☆175Updated 4 years ago
 - NAS-FCOS: Fast Neural Architecture Search for Object Detection (CVPR 2020)☆196Updated 5 years ago
 - PyTorch implementation of Dynamic Grouping Convolution and Groupable ConvNet with pre-trained G-ResNeXt models☆69Updated 5 years ago
 - ☆11Updated 6 years ago
 - [CVPR 2019] Pytorch implementation for "Towards Universal Object Detection by Domain Attention."☆76Updated 2 years ago
 - Conditional Convolutions for Instance Segmentation, achives 37.1mAP on coco val☆143Updated 4 years ago